From 6e5dea4c6037f13317de9848fafee231b9ccebcf Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Sat, 7 Jun 2025 12:57:14 -0700 Subject: [PATCH 01/17] update todo --- CHANGELOG.md | 60 +++++++++++++++++++--- jacs/docs/jacsbook/src/cli/installation.md | 1 + 2 files changed, 53 insertions(+), 8 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index b7ffa42cc..48c7ce979 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -32,19 +32,21 @@ -------------------- -## 0.3.6 +## 0.3.7 + +### devrel +- [] github actions builder for auto deploy of versions ### jacsnpm - [] BUG with STDIO in general fix issues with Stdio mcp client and server log noise - relates to open telemetry being used at rust layer. - - [] github actions builder for linux varieties + - [] npm install jacs (cli and available to plugin) - [] a2a integration - [] integrate cli ### jacspy - - [] publish jacspy to pypi - [] mcp make sure "list" request is signed? - [] some integration tests - [] fastapi, django, flask, guvicorn specific pre-built middleware @@ -63,10 +65,8 @@ - [] brew installer, review installation instrucitons, cli install instructions. a .sh command? - [] a2a integration - [] ensure if a user wants standard logging they can use that - - [] expose logging function to jacspy and jacsnpm - - [] create centralized logging output without file output - - [] CA for cert or other PKI - - [] register public key in d option + + - [] register agent - [] remove requirement to store public key type? if detectable - [] upgrade pqcrypto https://github.com/rustpq/pqcrypto/issues/79 @@ -75,10 +75,54 @@ - [] RBAC integration with header - [] clean io prepping for config of io - ### minor ccore + ### minor core - [] don't store "jacs_private_key_password": in config, don't display - [] minor feature - no_save = false should save document and still return json string instead of message on create document +-------------------- + +## 0.3.6 + + +### devex + + +- [] a2a integration +- [] acp integration +- [] add updates to book +- [] cli install for brew +- [] cli install via shell script +- [] open license +- [] crew.ai +- [] langchain + +### jacs + + - [] redesign api for easier bootstrapping + - [] PKI choice (dkim, ke) + - [] private key bootstrapping with vault, kerberos - filesystem + - [] api for easier integratios data processing + - [] add observability to configuration + - [] add more feature flags for integrations + - [] test centralized logging output without file output + +### jacsmcp + + - [] prototype + +### jacspy + +- [] refactor api +- [] publish to pipy +- [] tracing and logging integration tests +- [] switch to uv from pip/etc + +### jacsnpm + +- [] publish to npm +- [] tracing and logging integration tests + + -------------------- ## 0.3.5 diff --git a/jacs/docs/jacsbook/src/cli/installation.md b/jacs/docs/jacsbook/src/cli/installation.md index 6a2ad914d..1976a3758 100644 --- a/jacs/docs/jacsbook/src/cli/installation.md +++ b/jacs/docs/jacsbook/src/cli/installation.md @@ -37,6 +37,7 @@ See pre-commit - install `jq` e.g. `brew install jq` or use your package manager (e.g., `apt install jq` for Debian/Ubuntu) - for documentation `npm install -g @adobe/jsonschema2md` - cargo install mdbook + Otherwise, it's a standard Rust project. From 8fb2068eae7ddc682e5f4d2b356a0825d285b8d3 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Sat, 7 Jun 2025 20:50:42 -0700 Subject: [PATCH 02/17] configurations --- jacs/docs/jacsbook/book/print.html | 382 +++++++++++++++ .../book/reference/configuration.html | 382 +++++++++++++++ jacs/docs/jacsbook/book/searchindex.js | 2 +- jacs/docs/jacsbook/book/searchindex.json | 2 +- .../jacsbook/src/reference/configuration.md | 463 ++++++++++++++++++ jacs/docs/schema/README.md | 40 ++ ...ies-destination-oneof-0-properties-type.md | 23 + ...ies-logs-properties-destination-oneof-0.md | 47 ++ ...ies-destination-oneof-1-properties-path.md | 15 + ...ies-destination-oneof-1-properties-type.md | 23 + ...ies-logs-properties-destination-oneof-1.md | 66 +++ ...destination-oneof-2-properties-endpoint.md | 15 + ...properties-headers-additionalproperties.md | 15 + ...-destination-oneof-2-properties-headers.md | 39 ++ ...ies-destination-oneof-2-properties-type.md | 23 + ...ies-logs-properties-destination-oneof-2.md | 85 ++++ ...ies-destination-oneof-3-properties-type.md | 23 + ...ies-logs-properties-destination-oneof-3.md | 47 ++ ...-properties-logs-properties-destination.md | 25 + ...lity-properties-logs-properties-enabled.md | 15 + ...properties-headers-additionalproperties.md | 15 + ...lity-properties-logs-properties-headers.md | 39 ++ ...bility-properties-logs-properties-level.md | 27 + ...roperties-observability-properties-logs.md | 118 +++++ ...destination-oneof-0-properties-endpoint.md | 15 + ...properties-headers-additionalproperties.md | 15 + ...-destination-oneof-0-properties-headers.md | 39 ++ ...ies-destination-oneof-0-properties-type.md | 23 + ...-metrics-properties-destination-oneof-0.md | 85 ++++ ...destination-oneof-1-properties-endpoint.md | 15 + ...properties-headers-additionalproperties.md | 15 + ...-destination-oneof-1-properties-headers.md | 39 ++ ...ies-destination-oneof-1-properties-type.md | 23 + ...-metrics-properties-destination-oneof-1.md | 85 ++++ ...ies-destination-oneof-2-properties-path.md | 15 + ...ies-destination-oneof-2-properties-type.md | 23 + ...-metrics-properties-destination-oneof-2.md | 66 +++ ...ies-destination-oneof-3-properties-type.md | 23 + ...-metrics-properties-destination-oneof-3.md | 47 ++ ...operties-metrics-properties-destination.md | 25 + ...y-properties-metrics-properties-enabled.md | 15 + ...rics-properties-export_interval_seconds.md | 19 + ...properties-headers-additionalproperties.md | 15 + ...y-properties-metrics-properties-headers.md | 39 ++ ...erties-observability-properties-metrics.md | 110 +++++ ...y-properties-tracing-properties-enabled.md | 15 + ...perties-attributes-additionalproperties.md | 15 + ...operties-resource-properties-attributes.md | 39 ++ ...perties-resource-properties-environment.md | 15 + ...erties-resource-properties-service_name.md | 15 + ...ies-resource-properties-service_version.md | 15 + ...-properties-tracing-properties-resource.md | 96 ++++ ...erties-sampling-properties-parent_based.md | 15 + ...operties-sampling-properties-rate_limit.md | 19 + ...ng-properties-sampling-properties-ratio.md | 21 + ...-properties-tracing-properties-sampling.md | 87 ++++ ...erties-observability-properties-tracing.md | 77 +++ .../schema/jacs-properties-observability.md | 77 +++ jacs/docs/schema/jacs.md | 19 + jacs/schemas/jacs.config.schema.json | 154 +++++- jacs/src/config/mod.rs | 167 ++++++- jacs/src/interface.rs | 120 +++++ jacs/src/lib.rs | 19 +- jacs/src/observability/logs.rs | 23 +- jacs/src/observability/metrics.rs | 26 +- jacs/src/observability/mod.rs | 63 +-- jacs/tests/cli_tests.rs | 1 + ...db6b2:dd8c6dad-1143-47ff-b7b6-84030a1012ba | 46 ++ jacs/tests/observability_tests.rs | 162 ++++++ jacs/tests/scratch_logging_binary.rs | 3 + 70 files changed, 3910 insertions(+), 81 deletions(-) create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-path.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-endpoint.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers-additionalproperties.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-enabled.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers-additionalproperties.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs-properties-level.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-logs.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-endpoint.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers-additionalproperties.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-endpoint.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers-additionalproperties.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-path.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3-properties-type.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-enabled.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-export_interval_seconds.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers-additionalproperties.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-metrics.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-enabled.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes-additionalproperties.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-environment.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_name.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_version.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-parent_based.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-rate_limit.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-ratio.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling.md create mode 100644 jacs/docs/schema/jacs-properties-observability-properties-tracing.md create mode 100644 jacs/docs/schema/jacs-properties-observability.md create mode 100644 jacs/src/interface.rs create mode 100644 jacs/tests/fixtures/199bca8a-b2b8-4bb7-aff6-4911867db6b2:dd8c6dad-1143-47ff-b7b6-84030a1012ba diff --git a/jacs/docs/jacsbook/book/print.html b/jacs/docs/jacsbook/book/print.html index 840f19891..9011f6062 100644 --- a/jacs/docs/jacsbook/book/print.html +++ b/jacs/docs/jacsbook/book/print.html @@ -3427,6 +3427,388 @@

Output FilesExtracted files - Original format of embedded attachments

Configuration Reference

+

Overview

+

Complete Example Configuration

+
{
+  "$schema": "https://hai.ai/schemas/jacs.config.schema.json",
+  "jacs_use_security": "false",
+  "jacs_data_directory": "./jacs_data",
+  "jacs_key_directory": "./jacs_keys",
+  "jacs_agent_private_key_filename": "jacs.private.pem.enc",
+  "jacs_agent_public_key_filename": "jacs.public.pem",
+  "jacs_agent_key_algorithm": "RSA-PSS",
+  "jacs_default_storage": "fs",
+  "observability": {
+    "logs": {
+      "enabled": true,
+      "level": "info",
+      "destination": {
+        "type": "file",
+        "path": "./logs"
+      },
+      "headers": {
+        "Authorization": "Bearer token",
+        "X-API-Key": "secret"
+      }
+    },
+    "metrics": {
+      "enabled": true,
+      "destination": {
+        "type": "prometheus",
+        "endpoint": "http://localhost:9090/api/v1/write",
+        "headers": {
+          "Authorization": "Basic dXNlcjpwYXNz"
+        }
+      },
+      "export_interval_seconds": 60,
+      "headers": {
+        "X-Service": "jacs"
+      }
+    },
+    "tracing": {
+      "enabled": true,
+      "sampling": {
+        "ratio": 0.1,
+        "parent_based": true,
+        "rate_limit": 100
+      },
+      "resource": {
+        "service_name": "jacs",
+        "service_version": "0.3.6",
+        "environment": "production",
+        "attributes": {
+          "team": "platform",
+          "region": "us-west-2"
+        }
+      }
+    }
+  }
+}
+
+

Observability Configuration

+

JACS supports comprehensive observability through configurable logging, metrics, and tracing. All observability features are optional and can be configured in the jacs.config.json file.

+

Logs Configuration

+

Controls how JACS generates and outputs log messages.

+
+ + + + +
FieldTypeRequiredDescription
enabledbooleanYesWhether logging is enabled
levelstringYesMinimum log level: trace, debug, info, warn, error
destinationobjectYesWhere logs are sent (see destinations below)
headersobjectNoAdditional headers for remote destinations
+
+

Log Destinations

+

File Logging

+
{
+  "type": "file",
+  "path": "./logs"
+}
+
+

Writes logs to rotating files in the specified directory.

+

Console Logging (stderr)

+
{
+  "type": "stderr"
+}
+
+

Outputs logs to standard error stream.

+

OpenTelemetry Protocol (OTLP)

+
{
+  "type": "otlp",
+  "endpoint": "http://localhost:4317",
+  "headers": {
+    "Authorization": "Bearer token"
+  }
+}
+
+

Sends logs to an OTLP-compatible endpoint (like Jaeger, Grafana Cloud).

+

Null (disabled)

+
{
+  "type": "null"
+}
+
+

Discards all log output.

+

Metrics Configuration

+

Controls collection and export of application metrics.

+
+ + + + +
FieldTypeRequiredDescription
enabledbooleanYesWhether metrics collection is enabled
destinationobjectYesWhere metrics are exported (see destinations below)
export_interval_secondsintegerNoHow often to export metrics (default: 60)
headersobjectNoAdditional headers for remote destinations
+
+

Metrics Destinations

+

Prometheus Remote Write

+
{
+  "type": "prometheus",
+  "endpoint": "http://localhost:9090/api/v1/write",
+  "headers": {
+    "Authorization": "Basic dXNlcjpwYXNz"
+  }
+}
+
+

Exports metrics in Prometheus format to a remote write endpoint.

+

OpenTelemetry Protocol (OTLP)

+
{
+  "type": "otlp",
+  "endpoint": "http://localhost:4317",
+  "headers": {
+    "Authorization": "Bearer token"
+  }
+}
+
+

Exports metrics to an OTLP-compatible endpoint.

+

File Export

+
{
+  "type": "file",
+  "path": "./metrics.txt"
+}
+
+

Writes metrics to a local file.

+

Console Output (stdout)

+
{
+  "type": "stdout"
+}
+
+

Prints metrics to standard output.

+

Tracing Configuration

+

Controls distributed tracing for request flows.

+
+ + + +
FieldTypeRequiredDescription
enabledbooleanYesWhether tracing is enabled
samplingobjectNoSampling configuration (see below)
resourceobjectNoService identification (see below)
+
+

Sampling Configuration

+

Controls which traces are collected to manage overhead.

+
+ + + +
FieldTypeDefaultDescription
rationumber1.0Fraction of traces to sample (0.0-1.0)
parent_basedbooleantrueWhether to respect parent trace sampling decisions
rate_limitintegernoneMaximum traces per second
+
+

Examples:

+ +

Resource Configuration

+

Identifies the service in distributed tracing systems.

+
+ + + + +
FieldTypeRequiredDescription
service_namestringYesName of the service
service_versionstringNoVersion of the service
environmentstringNoEnvironment (dev, staging, prod)
attributesobjectNoCustom key-value attributes
+
+

Authentication & Headers

+

For remote destinations (OTLP, Prometheus), you can specify authentication headers:

+

Bearer Token Authentication:

+
"headers": {
+  "Authorization": "Bearer your-token-here"
+}
+
+

Basic Authentication:

+
"headers": {
+  "Authorization": "Basic dXNlcjpwYXNz"
+}
+
+

API Key Authentication:

+
"headers": {
+  "X-API-Key": "your-api-key",
+  "X-Auth-Token": "your-auth-token"
+}
+
+

Common Patterns

+

Development Configuration

+
"observability": {
+  "logs": {
+    "enabled": true,
+    "level": "debug",
+    "destination": { "type": "stderr" }
+  },
+  "metrics": {
+    "enabled": true,
+    "destination": { "type": "stdout" }
+  }
+}
+
+

Production Configuration

+
"observability": {
+  "logs": {
+    "enabled": true,
+    "level": "info",
+    "destination": {
+      "type": "otlp",
+      "endpoint": "https://logs.example.com:4317",
+      "headers": {
+        "Authorization": "Bearer prod-token"
+      }
+    }
+  },
+  "metrics": {
+    "enabled": true,
+    "destination": {
+      "type": "prometheus",
+      "endpoint": "https://metrics.example.com/api/v1/write"
+    },
+    "export_interval_seconds": 30
+  },
+  "tracing": {
+    "enabled": true,
+    "sampling": {
+      "ratio": 0.05,
+      "rate_limit": 100
+    },
+    "resource": {
+      "service_name": "jacs",
+      "service_version": "0.3.6",
+      "environment": "production"
+    }
+  }
+}
+
+

File-based Configuration

+
"observability": {
+  "logs": {
+    "enabled": true,
+    "level": "info",
+    "destination": {
+      "type": "file",
+      "path": "/var/log/jacs"
+    }
+  },
+  "metrics": {
+    "enabled": true,
+    "destination": {
+      "type": "file",
+      "path": "/var/log/jacs/metrics.txt"
+    },
+    "export_interval_seconds": 60
+  }
+}
+
+

Environment Variable Integration

+

The observability configuration works alongside JACS's core configuration system.

+

Required Environment Variable

+

Only one environment variable is truly required:

+ +

Configuration-Based Settings

+

All other JACS settings are configuration file fields that have sensible defaults:

+ +

These can be overridden by environment variables if needed, but they are primarily configured through the jacs.config.json file.

+

The observability configuration is completely optional - JACS will work without any observability configuration.

+

Storage Configuration

+

The jacs_default_storage field determines where JACS stores agent data, documents, and keys. This is a critical configuration that affects how your data is persisted and accessed.

+

Available Storage Backends

+
+ + + + + +
BackendValueDescriptionUse Case
Filesystem"fs"Local file system storageDevelopment, single-node deployments
AWS S3"aws"Amazon S3 object storageProduction, cloud deployments
HAI Remote"hai"HAI.ai remote storage serviceHAI.ai platform integration
Memory"memory"In-memory storage (non-persistent)Testing, temporary data
Web Local"local"Browser local storage (WASM only)Web applications
+
+

Backend-Specific Configuration

+

Filesystem Storage ("fs")

+
{
+  "jacs_default_storage": "fs",
+  "jacs_data_directory": "./jacs_data",
+  "jacs_key_directory": "./jacs_keys"
+}
+
+

Requirements: None - works out of the box +Data location: Local directories as specified in config +Best for: Development, local testing, single-machine deployments

+

AWS S3 Storage ("aws")

+
{
+  "jacs_default_storage": "aws"
+}
+
+

Required Environment Variables:

+ +

Best for: Production deployments, distributed systems, cloud-native applications

+

HAI Remote Storage ("hai")

+
{
+  "jacs_default_storage": "hai"
+}
+
+

Required Environment Variables:

+ +

Best for: Integration with HAI.ai platform services

+

Memory Storage ("memory")

+
{
+  "jacs_default_storage": "memory"
+}
+
+

Requirements: None +Data persistence: None - data is lost when application stops +Best for: Unit testing, temporary operations, development scenarios

+

Storage Behavior

+ +

Configuration Examples

+

Development Setup (Filesystem)

+
{
+  "jacs_default_storage": "fs",
+  "jacs_data_directory": "./dev_data",
+  "jacs_key_directory": "./dev_keys"
+}
+
+

Production Setup (AWS S3)

+
{
+  "jacs_default_storage": "aws"
+}
+
+

With environment variables:

+
export JACS_ENABLE_AWS_BUCKET_NAME="my-jacs-production-bucket"
+export AWS_ACCESS_KEY_ID="AKIA..."
+export AWS_SECRET_ACCESS_KEY="..."
+export AWS_REGION="us-west-2"
+
+

HAI Platform Integration

+
{
+  "jacs_default_storage": "hai"
+}
+
+

With environment variable:

+
export HAI_STORAGE_URL="https://storage.hai.ai/v1"
+
+

Security Considerations

+ +

Migration Between Storage Backends

+

When changing storage backends, you'll need to:

+
    +
  1. Export existing data from the current backend
    2. +
  2. Update the jacs_default_storage configuration
    3. +
  3. Set any required environment variables for the new backend
    4. +
  4. Import data into the new backend
    5. +
+

JACS doesn't automatically migrate data between storage backends - this must be done manually or via custom scripts.

Error Codes

Migration Guide

diff --git a/jacs/docs/jacsbook/book/reference/configuration.html b/jacs/docs/jacsbook/book/reference/configuration.html index 22eb9d7f5..e3edd656b 100644 --- a/jacs/docs/jacsbook/book/reference/configuration.html +++ b/jacs/docs/jacsbook/book/reference/configuration.html @@ -174,6 +174,388 @@

JACS Usage Documentation

Configuration Reference

+

Overview

+

Complete Example Configuration

+
{
+  "$schema": "https://hai.ai/schemas/jacs.config.schema.json",
+  "jacs_use_security": "false",
+  "jacs_data_directory": "./jacs_data",
+  "jacs_key_directory": "./jacs_keys",
+  "jacs_agent_private_key_filename": "jacs.private.pem.enc",
+  "jacs_agent_public_key_filename": "jacs.public.pem",
+  "jacs_agent_key_algorithm": "RSA-PSS",
+  "jacs_default_storage": "fs",
+  "observability": {
+    "logs": {
+      "enabled": true,
+      "level": "info",
+      "destination": {
+        "type": "file",
+        "path": "./logs"
+      },
+      "headers": {
+        "Authorization": "Bearer token",
+        "X-API-Key": "secret"
+      }
+    },
+    "metrics": {
+      "enabled": true,
+      "destination": {
+        "type": "prometheus",
+        "endpoint": "http://localhost:9090/api/v1/write",
+        "headers": {
+          "Authorization": "Basic dXNlcjpwYXNz"
+        }
+      },
+      "export_interval_seconds": 60,
+      "headers": {
+        "X-Service": "jacs"
+      }
+    },
+    "tracing": {
+      "enabled": true,
+      "sampling": {
+        "ratio": 0.1,
+        "parent_based": true,
+        "rate_limit": 100
+      },
+      "resource": {
+        "service_name": "jacs",
+        "service_version": "0.3.6",
+        "environment": "production",
+        "attributes": {
+          "team": "platform",
+          "region": "us-west-2"
+        }
+      }
+    }
+  }
+}
+
+

Observability Configuration

+

JACS supports comprehensive observability through configurable logging, metrics, and tracing. All observability features are optional and can be configured in the jacs.config.json file.

+

Logs Configuration

+

Controls how JACS generates and outputs log messages.

+
+ + + + +
FieldTypeRequiredDescription
enabledbooleanYesWhether logging is enabled
levelstringYesMinimum log level: trace, debug, info, warn, error
destinationobjectYesWhere logs are sent (see destinations below)
headersobjectNoAdditional headers for remote destinations
+
+

Log Destinations

+

File Logging

+
{
+  "type": "file",
+  "path": "./logs"
+}
+
+

Writes logs to rotating files in the specified directory.

+

Console Logging (stderr)

+
{
+  "type": "stderr"
+}
+
+

Outputs logs to standard error stream.

+

OpenTelemetry Protocol (OTLP)

+
{
+  "type": "otlp",
+  "endpoint": "http://localhost:4317",
+  "headers": {
+    "Authorization": "Bearer token"
+  }
+}
+
+

Sends logs to an OTLP-compatible endpoint (like Jaeger, Grafana Cloud).

+

Null (disabled)

+
{
+  "type": "null"
+}
+
+

Discards all log output.

+

Metrics Configuration

+

Controls collection and export of application metrics.

+
+ + + + +
FieldTypeRequiredDescription
enabledbooleanYesWhether metrics collection is enabled
destinationobjectYesWhere metrics are exported (see destinations below)
export_interval_secondsintegerNoHow often to export metrics (default: 60)
headersobjectNoAdditional headers for remote destinations
+
+

Metrics Destinations

+

Prometheus Remote Write

+
{
+  "type": "prometheus",
+  "endpoint": "http://localhost:9090/api/v1/write",
+  "headers": {
+    "Authorization": "Basic dXNlcjpwYXNz"
+  }
+}
+
+

Exports metrics in Prometheus format to a remote write endpoint.

+

OpenTelemetry Protocol (OTLP)

+
{
+  "type": "otlp",
+  "endpoint": "http://localhost:4317",
+  "headers": {
+    "Authorization": "Bearer token"
+  }
+}
+
+

Exports metrics to an OTLP-compatible endpoint.

+

File Export

+
{
+  "type": "file",
+  "path": "./metrics.txt"
+}
+
+

Writes metrics to a local file.

+

Console Output (stdout)

+
{
+  "type": "stdout"
+}
+
+

Prints metrics to standard output.

+

Tracing Configuration

+

Controls distributed tracing for request flows.

+
+ + + +
FieldTypeRequiredDescription
enabledbooleanYesWhether tracing is enabled
samplingobjectNoSampling configuration (see below)
resourceobjectNoService identification (see below)
+
+

Sampling Configuration

+

Controls which traces are collected to manage overhead.

+
+ + + +
FieldTypeDefaultDescription
rationumber1.0Fraction of traces to sample (0.0-1.0)
parent_basedbooleantrueWhether to respect parent trace sampling decisions
rate_limitintegernoneMaximum traces per second
+
+

Examples:

+
    +
  • "ratio": 1.0 - Sample all traces (100%)
    • +
  • "ratio": 0.1 - Sample 10% of traces
    • +
  • "ratio": 0.01 - Sample 1% of traces
    • +
  • "rate_limit": 10 - Maximum 10 traces per second
    • +
+

Resource Configuration

+

Identifies the service in distributed tracing systems.

+
+ + + + +
FieldTypeRequiredDescription
service_namestringYesName of the service
service_versionstringNoVersion of the service
environmentstringNoEnvironment (dev, staging, prod)
attributesobjectNoCustom key-value attributes
+
+

Authentication & Headers

+

For remote destinations (OTLP, Prometheus), you can specify authentication headers:

+

Bearer Token Authentication:

+
"headers": {
+  "Authorization": "Bearer your-token-here"
+}
+
+

Basic Authentication:

+
"headers": {
+  "Authorization": "Basic dXNlcjpwYXNz"
+}
+
+

API Key Authentication:

+
"headers": {
+  "X-API-Key": "your-api-key",
+  "X-Auth-Token": "your-auth-token"
+}
+
+

Common Patterns

+

Development Configuration

+
"observability": {
+  "logs": {
+    "enabled": true,
+    "level": "debug",
+    "destination": { "type": "stderr" }
+  },
+  "metrics": {
+    "enabled": true,
+    "destination": { "type": "stdout" }
+  }
+}
+
+

Production Configuration

+
"observability": {
+  "logs": {
+    "enabled": true,
+    "level": "info",
+    "destination": {
+      "type": "otlp",
+      "endpoint": "https://logs.example.com:4317",
+      "headers": {
+        "Authorization": "Bearer prod-token"
+      }
+    }
+  },
+  "metrics": {
+    "enabled": true,
+    "destination": {
+      "type": "prometheus",
+      "endpoint": "https://metrics.example.com/api/v1/write"
+    },
+    "export_interval_seconds": 30
+  },
+  "tracing": {
+    "enabled": true,
+    "sampling": {
+      "ratio": 0.05,
+      "rate_limit": 100
+    },
+    "resource": {
+      "service_name": "jacs",
+      "service_version": "0.3.6",
+      "environment": "production"
+    }
+  }
+}
+
+

File-based Configuration

+
"observability": {
+  "logs": {
+    "enabled": true,
+    "level": "info",
+    "destination": {
+      "type": "file",
+      "path": "/var/log/jacs"
+    }
+  },
+  "metrics": {
+    "enabled": true,
+    "destination": {
+      "type": "file",
+      "path": "/var/log/jacs/metrics.txt"
+    },
+    "export_interval_seconds": 60
+  }
+}
+
+

Environment Variable Integration

+

The observability configuration works alongside JACS's core configuration system.

+

Required Environment Variable

+

Only one environment variable is truly required:

+
    +
  • JACS_PRIVATE_KEY_PASSWORD - Password for encrypting/decrypting private keys (required for cryptographic operations)
    • +
+

Configuration-Based Settings

+

All other JACS settings are configuration file fields that have sensible defaults:

+
    +
  • jacs_data_directory - Where agent/document data is stored (default: ./jacs_data)
    • +
  • jacs_key_directory - Where cryptographic keys are stored (default: ./jacs_keys)
    • +
  • jacs_agent_key_algorithm - Cryptographic algorithm to use (default: RSA-PSS)
    • +
  • jacs_default_storage - Storage backend (default: fs)
    • +
  • jacs_use_security - Enable security features (default: false)
    • +
+

These can be overridden by environment variables if needed, but they are primarily configured through the jacs.config.json file.

+

The observability configuration is completely optional - JACS will work without any observability configuration.

+

Storage Configuration

+

The jacs_default_storage field determines where JACS stores agent data, documents, and keys. This is a critical configuration that affects how your data is persisted and accessed.

+

Available Storage Backends

+
+ + + + + +
BackendValueDescriptionUse Case
Filesystem"fs"Local file system storageDevelopment, single-node deployments
AWS S3"aws"Amazon S3 object storageProduction, cloud deployments
HAI Remote"hai"HAI.ai remote storage serviceHAI.ai platform integration
Memory"memory"In-memory storage (non-persistent)Testing, temporary data
Web Local"local"Browser local storage (WASM only)Web applications
+
+

Backend-Specific Configuration

+

Filesystem Storage ("fs")

+
{
+  "jacs_default_storage": "fs",
+  "jacs_data_directory": "./jacs_data",
+  "jacs_key_directory": "./jacs_keys"
+}
+
+

Requirements: None - works out of the box +Data location: Local directories as specified in config +Best for: Development, local testing, single-machine deployments

+

AWS S3 Storage ("aws")

+
{
+  "jacs_default_storage": "aws"
+}
+
+

Required Environment Variables:

+
    +
  • JACS_ENABLE_AWS_BUCKET_NAME - S3 bucket name
    • +
  • AWS_ACCESS_KEY_ID - AWS access key
    • +
  • AWS_SECRET_ACCESS_KEY - AWS secret key
    • +
  • AWS_REGION - AWS region (optional, defaults to us-east-1)
    • +
+

Best for: Production deployments, distributed systems, cloud-native applications

+

HAI Remote Storage ("hai")

+
{
+  "jacs_default_storage": "hai"
+}
+
+

Required Environment Variables:

+
    +
  • HAI_STORAGE_URL - HAI.ai storage service endpoint
    • +
+

Best for: Integration with HAI.ai platform services

+

Memory Storage ("memory")

+
{
+  "jacs_default_storage": "memory"
+}
+
+

Requirements: None +Data persistence: None - data is lost when application stops +Best for: Unit testing, temporary operations, development scenarios

+

Storage Behavior

+
    +
  • Agent data (agent definitions, signatures) are stored using the configured backend
    • +
  • Documents are stored using the configured backend
    • +
  • Cryptographic keys are stored using the configured backend
    • +
  • Observability data (logs, metrics) can use separate storage via observability configuration
    • +
+

Configuration Examples

+

Development Setup (Filesystem)

+
{
+  "jacs_default_storage": "fs",
+  "jacs_data_directory": "./dev_data",
+  "jacs_key_directory": "./dev_keys"
+}
+
+

Production Setup (AWS S3)

+
{
+  "jacs_default_storage": "aws"
+}
+
+

With environment variables:

+
export JACS_ENABLE_AWS_BUCKET_NAME="my-jacs-production-bucket"
+export AWS_ACCESS_KEY_ID="AKIA..."
+export AWS_SECRET_ACCESS_KEY="..."
+export AWS_REGION="us-west-2"
+
+

HAI Platform Integration

+
{
+  "jacs_default_storage": "hai"
+}
+
+

With environment variable:

+
export HAI_STORAGE_URL="https://storage.hai.ai/v1"
+
+

Security Considerations

+
    +
  • AWS S3: Ensure proper IAM permissions for bucket access
    • +
  • HAI Remote: Secure the HAI_STORAGE_URL endpoint and any required authentication
    • +
  • Filesystem: Ensure proper file system permissions for data and key directories
    • +
  • Keys: Regardless of storage backend, always set JACS_PRIVATE_KEY_PASSWORD for key encryption
    • +
+

Migration Between Storage Backends

+

When changing storage backends, you'll need to:

+
    +
  1. Export existing data from the current backend
    2. +
  2. Update the jacs_default_storage configuration
    3. +
  3. Set any required environment variables for the new backend
    4. +
  4. Import data into the new backend
    5. +
+

JACS doesn't automatically migrate data between storage backends - this must be done manually or via custom scripts.

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JACS is a comprehensive framework for creating, signing, and verifying JSON documents with cryptographic integrity, designed specifically for AI agent communication and task management.","breadcrumbs":"Introduction Ā» JACS: JSON Agent Communication Standard","id":"0","title":"JACS: JSON Agent Communication Standard"},"1":{"body":"JACS provides a standard way for AI agents to: Create and sign JSON documents with cryptographic signatures Verify authenticity and integrity of documents Manage tasks and agreements between multiple agents Maintain audit trails of modifications and versioning Ensure trust in multi-agent systems As a developer, JACS gives you the tools to build trustworthy AI systems where agents can securely exchange tasks, agreements, and data with verifiable integrity.","breadcrumbs":"Introduction Ā» What is JACS?","id":"1","title":"What is JACS?"},"10":{"body":"pip install jacs import jacs\nagent = jacs.Agent(\"./config.json\")","breadcrumbs":"Introduction Ā» Python","id":"10","title":"Python"},"100":{"body":"","breadcrumbs":"Installation Ā» Installation","id":"100","title":"Installation"},"101":{"body":"npm install jacsnpm","breadcrumbs":"Installation Ā» Using npm","id":"101","title":"Using npm"},"102":{"body":"yarn add jacsnpm","breadcrumbs":"Installation Ā» Using yarn","id":"102","title":"Using yarn"},"103":{"body":"pnpm add jacsnpm","breadcrumbs":"Installation Ā» Using pnpm","id":"103","title":"Using pnpm"},"104":{"body":"Create a simple test to verify everything is working: // test.js\nimport { JacsAgent } from 'jacsnpm'; console.log('JACS Node.js bindings loaded successfully!'); // Test basic functionality\ntry { const config = { jacs_data_directory: \"./test_data\", jacs_key_directory: \"./test_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\" }; const agent = new JacsAgent(config); console.log('Agent created successfully!');\n} catch (error) { console.error('Error creating agent:', error);\n} Run the test: node test.js","breadcrumbs":"Installation Ā» Verify Installation","id":"104","title":"Verify Installation"},"105":{"body":"The jacsnpm package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"105","title":"Package Structure"},"106":{"body":"import { JacsAgent, JacsConfig, JacsDocument, JacsError\n} from 'jacsnpm';","breadcrumbs":"Installation Ā» Core Module (jacsnpm)","id":"106","title":"Core Module (jacsnpm)"},"107":{"body":"import { JacsMcpServer, createJacsMiddleware } from 'jacsnpm/mcp';","breadcrumbs":"Installation Ā» MCP Integration (jacsnpm/mcp)","id":"107","title":"MCP Integration (jacsnpm/mcp)"},"108":{"body":"import { JacsHttpServer, createJacsRouter } from 'jacsnpm/http';","breadcrumbs":"Installation Ā» HTTP Server (jacsnpm/http)","id":"108","title":"HTTP Server (jacsnpm/http)"},"109":{"body":"The package includes full TypeScript definitions: import { JacsAgent, JacsConfig, AgentDocument, TaskDocument, AgreementDocument } from 'jacsnpm'; interface MyConfig extends JacsConfig { custom_field?: string;\n} const config: MyConfig = { jacs_data_directory: \"./data\", jacs_key_directory: \"./keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\", custom_field: \"value\"\n}; const agent: JacsAgent = new JacsAgent(config);","breadcrumbs":"Installation Ā» TypeScript Support","id":"109","title":"TypeScript Support"},"11":{"body":"JACS is ideal for scenarios where you need: Multi-agent systems where agents need to trust each other Task delegation with verifiable completion and approval Audit trails for AI decision-making processes Secure data exchange between AI systems Compliance requirements for AI system interactions Version control for AI-generated content and decisions","breadcrumbs":"Introduction Ā» When to Use JACS","id":"11","title":"When to Use JACS"},"110":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"110","title":"Configuration"},"111":{"body":"const config = { // Required fields jacs_data_directory: \"./jacs_data\", // Where documents are stored jacs_key_directory: \"./jacs_keys\", // Where keys are stored jacs_default_storage: \"fs\", // Storage backend jacs_agent_key_algorithm: \"Ed25519\", // Signing algorithm // Optional fields jacs_agent_id_and_version: null, // Existing agent to load jacs_agent_private_key_filename: \"private.pem\", jacs_agent_public_key_filename: \"public.pem\"\n};","breadcrumbs":"Installation Ā» Basic Configuration","id":"111","title":"Basic Configuration"},"112":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import fs from 'fs'; const config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8'));\nconst agent = new JacsAgent(config);","breadcrumbs":"Installation Ā» Configuration File","id":"112","title":"Configuration File"},"113":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" const config = { jacs_data_directory: process.env.JACS_DATA_DIRECTORY || \"./jacs_data\", jacs_key_directory: process.env.JACS_KEY_DIRECTORY || \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: process.env.JACS_AGENT_KEY_ALGORITHM || \"Ed25519\"\n};","breadcrumbs":"Installation Ā» Environment Variables","id":"113","title":"Environment Variables"},"114":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"114","title":"Storage Backends"},"115":{"body":"const config = { jacs_default_storage: \"fs\", jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\"\n};","breadcrumbs":"Installation Ā» File System (Default)","id":"115","title":"File System (Default)"},"116":{"body":"const config = { jacs_default_storage: \"s3\", jacs_s3_bucket: \"my-jacs-bucket\", jacs_s3_region: \"us-west-2\", jacs_s3_prefix: \"jacs/\"\n};","breadcrumbs":"Installation Ā» S3 Storage","id":"116","title":"S3 Storage"},"117":{"body":"const config = { jacs_default_storage: \"azure\", jacs_azure_account: \"myaccount\", jacs_azure_container: \"jacs\", jacs_azure_key: process.env.AZURE_STORAGE_KEY\n};","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"117","title":"Azure Blob Storage"},"118":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"118","title":"Cryptographic Algorithms"},"119":{"body":"const config = { jacs_agent_key_algorithm: \"Ed25519\"\n}; Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"119","title":"Ed25519 (Recommended)"},"12":{"body":"","breadcrumbs":"Introduction Ā» Why JACS?","id":"12","title":"Why JACS?"},"120":{"body":"const config = { jacs_agent_key_algorithm: \"RSA\"\n}; Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"120","title":"RSA-PSS"},"121":{"body":"const config = { jacs_agent_key_algorithm: \"Dilithium\"\n}; Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"121","title":"Post-Quantum (Experimental)"},"122":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"122","title":"Development Setup"},"123":{"body":"my-jacs-project/\nā”œā”€ā”€ package.json\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.js\nā”‚ ā”œā”€ā”€ tasks.js\nā”‚ ā””ā”€ā”€ agreements.js\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā””ā”€ā”€ jacs_keys/ ā”œā”€ā”€ private.pem ā””ā”€ā”€ public.pem","breadcrumbs":"Installation Ā» Project Structure","id":"123","title":"Project Structure"},"124":{"body":"{ \"name\": \"my-jacs-app\", \"version\": \"1.0.0\", \"type\": \"module\", \"dependencies\": { \"jacsnpm\": \"^0.1.0\", \"express\": \"^4.18.0\" }, \"scripts\": { \"start\": \"node src/app.js\", \"test\": \"node test/test.js\", \"dev\": \"nodemon src/app.js\" }\n}","breadcrumbs":"Installation Ā» Package.json Setup","id":"124","title":"Package.json Setup"},"125":{"body":"// src/app.js\nimport { JacsAgent } from 'jacsnpm';\nimport fs from 'fs'; // Load configuration\nconst config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8')); // Create agent\nconst agent = new JacsAgent(config); // Initialize if needed\nif (!config.jacs_agent_id_and_version) { await agent.generateKeys(); const agentDoc = await agent.createAgent({ name: \"My JACS Agent\", description: \"Example Node.js JACS agent\" }); // Update config with agent ID config.jacs_agent_id_and_version = `${agentDoc.jacsId}:${agentDoc.jacsVersion}`; fs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2));\n} console.log('JACS agent ready!');","breadcrumbs":"Installation Ā» Basic Application","id":"125","title":"Basic Application"},"126":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"126","title":"Common Issues"},"127":{"body":"If you get Module not found errors: # Check Node.js version\nnode --version # Should be 16+ # Clear node_modules and reinstall\nrm -rf node_modules package-lock.json\nnpm install","breadcrumbs":"Installation Ā» Module Not Found","id":"127","title":"Module Not Found"},"128":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"128","title":"Permission Errors"},"129":{"body":"If you get binary compatibility errors: # Rebuild native modules\nnpm rebuild # Or reinstall\nnpm uninstall jacsnpm\nnpm install jacsnpm","breadcrumbs":"Installation Ā» Binary Compatibility","id":"129","title":"Binary Compatibility"},"13":{"body":"Unlike general-purpose signing frameworks, JACS is specifically designed for AI agent communication patterns - tasks, agreements, and collaborative workflows.","breadcrumbs":"Introduction Ā» šŸŽÆ Agent-Focused Design","id":"13","title":"šŸŽÆ Agent-Focused Design"},"130":{"body":"If TypeScript can't find definitions: // tsconfig.json\n{ \"compilerOptions\": { \"moduleResolution\": \"node\", \"esModuleInterop\": true, \"allowSyntheticDefaultImports\": true }\n}","breadcrumbs":"Installation Ā» TypeScript Issues","id":"130","title":"TypeScript Issues"},"131":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support HTTP Server - Create JACS HTTP APIs Express Middleware - Integrate with Express.js API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"131","title":"Next Steps"},"132":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Express.js middleware integration MCP server implementation","breadcrumbs":"Installation Ā» Examples","id":"132","title":"Examples"},"133":{"body":"","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"133","title":"Basic Usage"},"134":{"body":"JACS provides native integration with the Model Context Protocol (MCP) , enabling secure agent communication within AI systems. This allows JACS agents to be used directly as MCP servers or clients.","breadcrumbs":"MCP Integration Ā» Model Context Protocol (MCP) Integration","id":"134","title":"Model Context Protocol (MCP) Integration"},"135":{"body":"Model Context Protocol is a standard for AI models to securely access external tools, data, and services. JACS enhances MCP by adding: Cryptographic verification of tool outputs Agent identity for all operations Audit trails of all MCP interactions Multi-agent agreements for complex workflows","breadcrumbs":"MCP Integration Ā» What is MCP?","id":"135","title":"What is MCP?"},"136":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"136","title":"Quick Start"},"137":{"body":"import { JacsMcpServer } from 'jacsnpm/mcp'; // Create a JACS-enabled MCP server\nconst server = new JacsMcpServer({ name: \"JACS Task Server\", version: \"1.0.0\", configPath: './jacs.config.json'\n}); // Add JACS tools automatically\nserver.addJacsTools(); // Start the server\nawait server.start();\nconsole.log('JACS MCP Server running!');","breadcrumbs":"MCP Integration Ā» Basic MCP Server","id":"137","title":"Basic MCP Server"},"138":{"body":"import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';\nimport { createJacsMiddleware } from 'jacsnpm/mcp'; const server = new McpServer({ name: \"MyServer\", version: \"1.0.0\" }); // Add JACS middleware\nserver.use(createJacsMiddleware({ configPath: './jacs.config.json' })); await server.start();","breadcrumbs":"MCP Integration Ā» Using with Existing MCP Server","id":"138","title":"Using with Existing MCP Server"},"139":{"body":"When you add JACS to an MCP server, it provides these tools:","breadcrumbs":"MCP Integration Ā» Available Tools","id":"139","title":"Available Tools"},"14":{"body":"With built-in observability, multiple storage backends, and comprehensive error handling, JACS is ready for production AI systems.","breadcrumbs":"Introduction Ā» šŸš€ Production Ready","id":"14","title":"šŸš€ Production Ready"},"140":{"body":"jacs_create_agent - Create new JACS agents jacs_update_agent - Update agent information jacs_verify_agent - Verify agent signatures jacs_list_agents - List all known agents","breadcrumbs":"MCP Integration Ā» Agent Management","id":"140","title":"Agent Management"},"141":{"body":"jacs_create_task - Create signed task documents jacs_assign_task - Delegate tasks to other agents jacs_complete_task - Mark tasks as completed jacs_verify_task - Verify task signatures","breadcrumbs":"MCP Integration Ā» Task Management","id":"141","title":"Task Management"},"142":{"body":"jacs_create_agreement - Create multi-party agreements jacs_sign_agreement - Add signature to agreement jacs_verify_agreement - Check agreement completeness jacs_list_agreements - Show pending/completed agreements","breadcrumbs":"MCP Integration Ā» Agreement Management","id":"142","title":"Agreement Management"},"143":{"body":"jacs_create_document - Create and sign any document jacs_verify_document - Verify document integrity jacs_list_documents - List all documents jacs_get_document - Retrieve specific document","breadcrumbs":"MCP Integration Ā» Document Operations","id":"143","title":"Document Operations"},"144":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"144","title":"Configuration"},"145":{"body":"const serverConfig = { // MCP Server settings name: \"JACS Agent Server\", version: \"1.0.0\", // JACS Configuration configPath: './jacs.config.json', // Optional: Custom tools enabledTools: [ 'jacs_create_task', 'jacs_verify_task', 'jacs_create_agreement', 'jacs_sign_agreement' ], // Optional: Auto-initialization autoInit: true, createAgentOnInit: true\n}; const server = new JacsMcpServer(serverConfig);","breadcrumbs":"MCP Integration Ā» Server Configuration","id":"145","title":"Server Configuration"},"146":{"body":"const middlewareConfig = { configPath: './jacs.config.json', // Agent initialization autoCreateAgent: true, agentName: \"MCP JACS Agent\", agentDescription: \"Agent providing JACS services via MCP\", // Tool selection tools: ['tasks', 'agreements', 'documents'], // Security options requireSignatures: true, verifyIncomingDocuments: true\n}; server.use(createJacsMiddleware(middlewareConfig));","breadcrumbs":"MCP Integration Ā» Middleware Configuration","id":"146","title":"Middleware Configuration"},"147":{"body":"","breadcrumbs":"MCP Integration Ā» Tool Usage Examples","id":"147","title":"Tool Usage Examples"},"148":{"body":"// MCP Client code (Claude, other AI systems)\nconst taskResult = await mcpClient.callTool('jacs_create_task', { title: \"Analyze Sales Data\", description: \"Generate insights from Q4 sales data\", actions: [ { id: \"extract\", name: \"Extract Data\", description: \"Pull sales data from database\", success: \"Complete dataset extracted\", failure: \"Unable to connect to database\" }, { id: \"analyze\", name: \"Analyze Trends\", description: \"Identify patterns and insights\", success: \"Key insights identified\", failure: \"Insufficient data for analysis\" } ]\n}); console.log('Task created:', taskResult.jacsId);\nconsole.log('Task signature:', taskResult.jacsSignature);","breadcrumbs":"MCP Integration Ā» Creating a Task","id":"148","title":"Creating a Task"},"149":{"body":"const agreementResult = await mcpClient.callTool('jacs_create_agreement', { title: \"Data Analysis Agreement\", question: \"Do you agree to analyze the Q4 sales data?\", context: \"Task requires access to confidential sales database\", agents: [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ]\n}); console.log('Agreement created:', agreementResult.jacsId);\nconsole.log('Required signatures:', agreementResult.agents.length);","breadcrumbs":"MCP Integration Ā» Creating an Agreement","id":"149","title":"Creating an Agreement"},"15":{"body":"Support for both current (RSA, Ed25519) and post-quantum cryptographic algorithms ensures your system remains secure.","breadcrumbs":"Introduction Ā» šŸ”’ Future-Proof Security","id":"15","title":"šŸ”’ Future-Proof Security"},"150":{"body":"const verificationResult = await mcpClient.callTool('jacs_verify_document', { documentId: \"task-uuid-here\"\n}); console.log('Document valid:', verificationResult.valid);\nconsole.log('Signature verified:', verificationResult.signatureValid);\nconsole.log('Hash verified:', verificationResult.hashValid);","breadcrumbs":"MCP Integration Ā» Verifying Documents","id":"150","title":"Verifying Documents"},"151":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Integration","id":"151","title":"Advanced Integration"},"152":{"body":"Add your own JACS-aware tools: import { JacsMcpServer } from 'jacsnpm/mcp'; const server = new JacsMcpServer(config); // Custom tool that creates signed reports\nserver.addTool({ name: \"create_signed_report\", description: \"Create a cryptographically signed report\", inputSchema: { type: \"object\", properties: { title: { type: \"string\" }, content: { type: \"string\" }, reportType: { type: \"string\", enum: [\"analysis\", \"summary\", \"recommendation\"] } }, required: [\"title\", \"content\", \"reportType\"] }\n}, async (params) => { const { title, content, reportType } = params; // Create report document const report = { jacsType: \"report\", title, content, reportType, generatedAt: new Date().toISOString() }; // Sign with JACS agent const signedReport = await server.jacsAgent.createDocument(report); return { success: true, document: signedReport, verification: await server.jacsAgent.verifyDocument(signedReport) };\n});","breadcrumbs":"MCP Integration Ā» Custom Tools","id":"152","title":"Custom Tools"},"153":{"body":"Coordinate multiple agents through MCP: // Agent A creates a task\nconst task = await agentA.callTool('jacs_create_task', { title: \"Content Creation Pipeline\", description: \"Multi-stage content creation process\"\n}); // Create agreement for collaboration\nconst agreement = await agentA.callTool('jacs_create_agreement', { title: \"Content Collaboration Agreement\", question: \"Do you agree to participate in content creation?\", context: `Task: ${task.jacsId}`, agents: [agentA.id, agentB.id, agentC.id]\n}); // Each agent signs the agreement\nawait agentA.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentB.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentC.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId }); // Verify all signatures before proceeding\nconst verification = await agentA.callTool('jacs_verify_agreement', { agreementId: agreement.jacsId }); if (verification.complete) { console.log('All agents have signed - workflow can proceed');\n}","breadcrumbs":"MCP Integration Ā» Multi-Agent Workflows","id":"153","title":"Multi-Agent Workflows"},"154":{"body":"","breadcrumbs":"MCP Integration Ā» Transport Options","id":"154","title":"Transport Options"},"155":{"body":"import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js'; const server = new JacsMcpServer(config);\nconst transport = new StdioServerTransport();\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» Stdio Transport (Default)","id":"155","title":"Stdio Transport (Default)"},"156":{"body":"import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js'; const server = new JacsMcpServer(config);\nconst transport = new SSEServerTransport('/mcp', { port: 3000\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» SSE Transport (HTTP)","id":"156","title":"SSE Transport (HTTP)"},"157":{"body":"import { WebSocketServerTransport } from '@modelcontextprotocol/sdk/server/websocket.js'; const server = new JacsMcpServer(config);\nconst transport = new WebSocketServerTransport({ port: 3001\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» WebSocket Transport","id":"157","title":"WebSocket Transport"},"158":{"body":"","breadcrumbs":"MCP Integration Ā» Client Integration","id":"158","title":"Client Integration"},"159":{"body":"import { Client } from '@modelcontextprotocol/sdk/client/index.js';\nimport { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; // Connect to JACS MCP server\nconst transport = new StdioClientTransport({ command: 'node', args: ['jacs-mcp-server.js']\n}); const client = new Client({ name: \"JACS MCP Client\", version: \"1.0.0\"\n}, { capabilities: { tools: {} }\n}); await client.connect(transport); // List available JACS tools\nconst tools = await client.listTools();\nconsole.log('Available JACS tools:', tools.tools.map(t => t.name)); // Use JACS tools\nconst result = await client.callTool({ name: \"jacs_create_task\", arguments: { title: \"Example Task\", description: \"Task created via MCP client\" }\n}); console.log('Task created:', result.content);","breadcrumbs":"MCP Integration Ā» Using JACS with MCP Clients","id":"159","title":"Using JACS with MCP Clients"},"16":{"body":"JSON-based documents work everywhere - store them in any database, transmit over any protocol, integrate with any system.","breadcrumbs":"Introduction Ā» šŸŒ Universal Compatibility","id":"16","title":"šŸŒ Universal Compatibility"},"160":{"body":"","breadcrumbs":"MCP Integration Ā» Security Considerations","id":"160","title":"Security Considerations"},"161":{"body":"All JACS tools automatically verify signatures: // Tool implementation with verification\nserver.addTool({ name: \"process_task_result\", description: \"Process results from task completion\"\n}, async (params) => { const { taskId, result } = params; // Verify the task exists and signature is valid const task = await server.jacsAgent.getDocument(taskId); const isValid = await server.jacsAgent.verifyDocument(task); if (!isValid) { throw new Error('Invalid task signature - refusing to process'); } // Process the verified task result return processResult(result);\n});","breadcrumbs":"MCP Integration Ā» Signature Verification","id":"161","title":"Signature Verification"},"162":{"body":"Authenticate agent identity for sensitive operations: server.addTool({ name: \"access_sensitive_data\", description: \"Access sensitive data with agent verification\"\n}, async (params, context) => { const { agentId, dataType } = params; // Verify the requesting agent has proper credentials const agent = await server.jacsAgent.getAgent(agentId); const hasPermission = await checkAgentPermissions(agent, dataType); if (!hasPermission) { throw new Error('Agent lacks permission for this data type'); } return getSensitiveData(dataType);\n});","breadcrumbs":"MCP Integration Ā» Agent Authentication","id":"162","title":"Agent Authentication"},"163":{"body":"","breadcrumbs":"MCP Integration Ā» Monitoring and Observability","id":"163","title":"Monitoring and Observability"},"164":{"body":"const server = new JacsMcpServer({ ...config, logging: { logRequests: true, logSignatures: true, logVerifications: true }\n}); // Logs will include:\n// - Tool calls with agent identity\n// - Signature verification results // - Document creation/modification\n// - Agreement signing events","breadcrumbs":"MCP Integration Ā» Request Logging","id":"164","title":"Request Logging"},"165":{"body":"import { recordMcpOperation } from 'jacsnpm/observability'; server.addTool({ name: \"example_tool\"\n}, async (params) => { const startTime = Date.now(); try { const result = await performOperation(params); recordMcpOperation('example_tool', true, Date.now() - startTime); return result; } catch (error) { recordMcpOperation('example_tool', false, Date.now() - startTime); throw error; }\n});","breadcrumbs":"MCP Integration Ā» Metrics Collection","id":"165","title":"Metrics Collection"},"166":{"body":"Complete MCP integration examples are available: Basic MCP Server - Simple JACS MCP server Express Integration - MCP server with Express.js Multi-Agent Workflow - Coordinated agent collaboration Custom Tools - Building domain-specific JACS tools","breadcrumbs":"MCP Integration Ā» Examples","id":"166","title":"Examples"},"167":{"body":"","breadcrumbs":"MCP Integration Ā» Troubleshooting","id":"167","title":"Troubleshooting"},"168":{"body":"# Test MCP server connectivity\necho '{\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"initialize\", \"params\": {\"protocolVersion\": \"2024-11-05\", \"capabilities\": {}}}' | node jacs-mcp-server.js","breadcrumbs":"MCP Integration Ā» Connection Issues","id":"168","title":"Connection Issues"},"169":{"body":"// Verify tools are registered correctly\nconst server = new JacsMcpServer(config);\nawait server.start(); const tools = await server.listTools();\nconsole.log('Registered tools:', tools.map(t => t.name));","breadcrumbs":"MCP Integration Ā» Tool Registration Problems","id":"169","title":"Tool Registration Problems"},"17":{"body":"Whether you're building a simple CLI tool or a complex multi-agent system, JACS adapts to your architecture.","breadcrumbs":"Introduction Ā» šŸ§© Flexible Integration","id":"17","title":"šŸ§© Flexible Integration"},"170":{"body":"// Debug signature issues\ntry { const result = await mcpClient.callTool('jacs_verify_document', { documentId: 'problematic-doc-id' });\n} catch (error) { console.error('Verification details:', error.details); // Check agent keys, document integrity, etc.\n} For more details, see the API Reference and complete examples .","breadcrumbs":"MCP Integration Ā» Signature Verification Failures","id":"170","title":"Signature Verification Failures"},"171":{"body":"","breadcrumbs":"HTTP Server Ā» HTTP Server","id":"171","title":"HTTP Server"},"172":{"body":"","breadcrumbs":"Express Middleware Ā» Express Middleware","id":"172","title":"Express Middleware"},"173":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"173","title":"API Reference"},"174":{"body":"The JACS Python package (jacs) provides Python bindings to the JACS Rust library, making it easy to integrate JACS into AI/ML workflows, data science projects, and Python applications.","breadcrumbs":"Installation Ā» Python Installation","id":"174","title":"Python Installation"},"175":{"body":"Python : Version 3.10 or higher pip : For package management Operating System : Linux, macOS, or Windows with WSL Architecture : x86_64 or ARM64","breadcrumbs":"Installation Ā» Requirements","id":"175","title":"Requirements"},"176":{"body":"","breadcrumbs":"Installation Ā» Installation","id":"176","title":"Installation"},"177":{"body":"pip install jacs","breadcrumbs":"Installation Ā» Using pip","id":"177","title":"Using pip"},"178":{"body":"conda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Using conda","id":"178","title":"Using conda"},"179":{"body":"poetry add jacs","breadcrumbs":"Installation Ā» Using poetry","id":"179","title":"Using poetry"},"18":{"body":"Core Concepts - Understand agents, documents, and agreements Quick Start Guide - Get up and running in minutes Choose Your Implementation : Rust CLI & Library Node.js Package Python Package","breadcrumbs":"Introduction Ā» Getting Started","id":"18","title":"Getting Started"},"180":{"body":"# Clone the repository\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacspy # Create virtual environment\npython -m venv .venv\nsource .venv/bin/activate # On Windows: .venv\\Scripts\\activate # Install in development mode\npip install -e .","breadcrumbs":"Installation Ā» Development Installation","id":"180","title":"Development Installation"},"181":{"body":"Create a simple test to verify everything is working: # test.py\nimport jacs\nimport json print('JACS Python bindings loaded successfully!') # Test basic functionality\ntry: config = { \"jacs_data_directory\": \"./test_data\", \"jacs_key_directory\": \"./test_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } agent = jacs.Agent(config) print('Agent created successfully!')\nexcept Exception as error: print(f'Error creating agent: {error}') Run the test: python test.py","breadcrumbs":"Installation Ā» Verify Installation","id":"181","title":"Verify Installation"},"182":{"body":"The jacs package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"182","title":"Package Structure"},"183":{"body":"import jacs # Core classes\nagent = jacs.Agent(config)\ndocument = jacs.Document(data)\ntask = jacs.Task(config)","breadcrumbs":"Installation Ā» Core Module","id":"183","title":"Core Module"},"184":{"body":"from jacs.mcp import JacsMcpServer, create_jacs_middleware # MCP server functionality\nserver = JacsMcpServer(config)","breadcrumbs":"Installation Ā» MCP Integration","id":"184","title":"MCP Integration"},"185":{"body":"from jacs.fastmcp import FastMcpServer, JacsTools # Advanced MCP server with FastMCP\nserver = FastMcpServer()\nserver.add_jacs_tools()","breadcrumbs":"Installation Ā» FastMCP Integration","id":"185","title":"FastMCP Integration"},"186":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"186","title":"Configuration"},"187":{"body":"config = { # Required fields \"jacs_data_directory\": \"./jacs_data\", # Where documents are stored \"jacs_key_directory\": \"./jacs_keys\", # Where keys are stored \"jacs_default_storage\": \"fs\", # Storage backend \"jacs_agent_key_algorithm\": \"Ed25519\", # Signing algorithm # Optional fields \"jacs_agent_id_and_version\": None, # Existing agent to load \"jacs_agent_private_key_filename\": \"private.pem\", \"jacs_agent_public_key_filename\": \"public.pem\"\n}","breadcrumbs":"Installation Ā» Basic Configuration","id":"187","title":"Basic Configuration"},"188":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import json with open('jacs.config.json', 'r') as f: config = json.load(f) agent = jacs.Agent(config)","breadcrumbs":"Installation Ā» Configuration File","id":"188","title":"Configuration File"},"189":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" import os config = { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\", \"./jacs_data\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\", \"./jacs_keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\")\n}","breadcrumbs":"Installation Ā» Environment Variables","id":"189","title":"Environment Variables"},"19":{"body":"GitHub : HumanAssisted/JACS Issues : Report bugs and feature requests Examples : Complete examples for all implementations Documentation : This comprehensive guide Ready to build trustworthy AI systems? Let's get started!","breadcrumbs":"Introduction Ā» Community and Support","id":"19","title":"Community and Support"},"190":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"190","title":"Storage Backends"},"191":{"body":"config = { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\"\n}","breadcrumbs":"Installation Ā» File System (Default)","id":"191","title":"File System (Default)"},"192":{"body":"config = { \"jacs_default_storage\": \"s3\", \"jacs_s3_bucket\": \"my-jacs-bucket\", \"jacs_s3_region\": \"us-west-2\", \"jacs_s3_prefix\": \"jacs/\"\n}","breadcrumbs":"Installation Ā» S3 Storage","id":"192","title":"S3 Storage"},"193":{"body":"config = { \"jacs_default_storage\": \"azure\", \"jacs_azure_account\": \"myaccount\", \"jacs_azure_container\": \"jacs\", \"jacs_azure_key\": os.getenv(\"AZURE_STORAGE_KEY\")\n}","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"193","title":"Azure Blob Storage"},"194":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"194","title":"Cryptographic Algorithms"},"195":{"body":"config = { \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"195","title":"Ed25519 (Recommended)"},"196":{"body":"config = { \"jacs_agent_key_algorithm\": \"RSA\"\n} Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"196","title":"RSA-PSS"},"197":{"body":"config = { \"jacs_agent_key_algorithm\": \"Dilithium\"\n} Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"197","title":"Post-Quantum (Experimental)"},"198":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"198","title":"Development Setup"},"199":{"body":"my-jacs-project/\nā”œā”€ā”€ requirements.txt\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.py\nā”‚ ā”œā”€ā”€ tasks.py\nā”‚ ā””ā”€ā”€ agreements.py\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā”œā”€ā”€ jacs_keys/\nā”‚ ā”œā”€ā”€ private.pem\nā”‚ ā””ā”€ā”€ public.pem\nā””ā”€ā”€ tests/ ā””ā”€ā”€ test_jacs.py","breadcrumbs":"Installation Ā» Project Structure","id":"199","title":"Project Structure"},"2":{"body":"šŸ” Cryptographic Security : RSA, Ed25519, and post-quantum cryptographic algorithms šŸ“‹ JSON Schema Validation : Enforced document structure and validation šŸ¤ Multi-Agent Agreements : Built-in support for agent collaboration and task agreements šŸ” Full Audit Trail : Complete versioning and modification history šŸŒ Multiple Language Support : Rust, Node.js, and Python implementations šŸ”Œ MCP Integration : Native Model Context Protocol support šŸ“Š Observability : Built-in logging and metrics for production systems","breadcrumbs":"Introduction Ā» Key Features","id":"2","title":"Key Features"},"20":{"body":"JACS (JSON Agent Communication Standard) is a comprehensive framework designed to solve a critical problem in AI systems: How do agents communicate and collaborate securely with verifiable trust?","breadcrumbs":"What is JACS? Ā» What is JACS?","id":"20","title":"What is JACS?"},"200":{"body":"jacs>=0.1.0\nfastapi>=0.100.0 # For FastMCP integration\nuvicorn>=0.23.0 # For ASGI server\npydantic>=2.0.0 # For data validation","breadcrumbs":"Installation Ā» Requirements.txt Setup","id":"200","title":"Requirements.txt Setup"},"201":{"body":"# src/app.py\nimport jacs\nimport json\nimport os def main(): # Load configuration with open('jacs.config.json', 'r') as f: config = json.load(f) # Create agent agent = jacs.Agent(config) # Initialize if needed if not config.get(\"jacs_agent_id_and_version\"): agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"My Python JACS Agent\", \"description\": \"Example Python JACS agent\" }) # Update config with agent ID config[\"jacs_agent_id_and_version\"] = f\"{agent_doc['jacsId']}:{agent_doc['jacsVersion']}\" with open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) print('JACS agent ready!') return agent if __name__ == \"__main__\": agent = main()","breadcrumbs":"Installation Ā» Basic Application","id":"201","title":"Basic Application"},"202":{"body":"","breadcrumbs":"Installation Ā» Virtual Environment Setup","id":"202","title":"Virtual Environment Setup"},"203":{"body":"# Create virtual environment\npython -m venv jacs-env # Activate (Linux/macOS)\nsource jacs-env/bin/activate # Activate (Windows)\njacs-env\\Scripts\\activate # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using venv","id":"203","title":"Using venv"},"204":{"body":"# Create conda environment\nconda create -n jacs-env python=3.11 # Activate environment\nconda activate jacs-env # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using conda","id":"204","title":"Using conda"},"205":{"body":"# Initialize poetry project\npoetry init # Add JACS dependency\npoetry add jacs # Install dependencies\npoetry install # Activate shell\npoetry shell","breadcrumbs":"Installation Ā» Using poetry","id":"205","title":"Using poetry"},"206":{"body":"# Install Jupyter in your JACS environment\npip install jupyter # Start Jupyter\njupyter notebook # In your notebook\nimport jacs\nimport json\nimport os # Setup configuration\nconfig = { \"jacs_data_directory\": \"./notebook_data\", \"jacs_key_directory\": \"./notebook_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) print(\"JACS ready for notebook use!\")","breadcrumbs":"Installation Ā» Jupyter Notebook Setup","id":"206","title":"Jupyter Notebook Setup"},"207":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"207","title":"Common Issues"},"208":{"body":"If you get ModuleNotFoundError: No module named 'jacs': # Check Python version\npython --version # Should be 3.10+ # Check if jacs is installed\npip list | grep jacs # Reinstall if needed\npip uninstall jacs\npip install jacs","breadcrumbs":"Installation Ā» Module Not Found","id":"208","title":"Module Not Found"},"209":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"209","title":"Permission Errors"},"21":{"body":"As AI systems become more sophisticated, we're moving toward multi-agent architectures where different AI agents need to: Exchange tasks and delegate work to each other Create agreements and verify their completion Share data with guaranteed authenticity Maintain audit trails of decisions and actions Establish trust without centralized authorities Traditional approaches fall short because they lack: Cryptographic integrity for agent communications Standardized formats for agent interactions Built-in versioning and audit trails Support for multi-agent agreements and workflows","breadcrumbs":"What is JACS? Ā» The Problem JACS Solves","id":"21","title":"The Problem JACS Solves"},"210":{"body":"If you get binary compatibility errors: # Update pip and reinstall\npip install --upgrade pip\npip uninstall jacs\npip install jacs --no-cache-dir","breadcrumbs":"Installation Ā» Binary Compatibility","id":"210","title":"Binary Compatibility"},"211":{"body":"On Windows, you may need Visual C++ Build Tools: # Install Visual C++ Build Tools\n# Or use conda-forge\nconda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Windows Issues","id":"211","title":"Windows Issues"},"212":{"body":"JACS includes type hints for better IDE support: from typing import Dict, List, Any\nimport jacs # Type hints work with modern IDEs\nconfig: Dict[str, Any] = { \"jacs_data_directory\": \"./data\", \"jacs_key_directory\": \"./keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent: jacs.Agent = jacs.Agent(config)\nagent_doc: Dict[str, Any] = agent.create_agent({ \"name\": \"Typed Agent\", \"description\": \"Agent with type hints\"\n})","breadcrumbs":"Installation Ā» Type Hints and IDE Support","id":"212","title":"Type Hints and IDE Support"},"213":{"body":"# tests/test_jacs.py\nimport unittest\nimport tempfile\nimport os\nimport jacs class TestJACS(unittest.TestCase): def setUp(self): self.temp_dir = tempfile.mkdtemp() self.config = { \"jacs_data_directory\": os.path.join(self.temp_dir, \"data\"), \"jacs_key_directory\": os.path.join(self.temp_dir, \"keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Create directories os.makedirs(self.config[\"jacs_data_directory\"]) os.makedirs(self.config[\"jacs_key_directory\"]) self.agent = jacs.Agent(self.config) def test_agent_creation(self): self.agent.generate_keys() agent_doc = self.agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Agent for testing\" }) self.assertIn(\"jacsId\", agent_doc) self.assertIn(\"jacsVersion\", agent_doc) self.assertIn(\"name\", agent_doc) def tearDown(self): import shutil shutil.rmtree(self.temp_dir) if __name__ == \"__main__\": unittest.main()","breadcrumbs":"Installation Ā» Testing Setup","id":"213","title":"Testing Setup"},"214":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"214","title":"Next Steps"},"215":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Jupyter notebook workflows FastMCP server implementation AI/ML pipeline integration","breadcrumbs":"Installation Ā» Examples","id":"215","title":"Examples"},"216":{"body":"This guide covers the fundamental operations you can perform with JACS in Python, from creating agents to managing tasks and documents.","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"216","title":"Basic Usage"},"217":{"body":"Here's a complete example that demonstrates the core JACS workflow: import jacs\nimport json\nimport os # Configuration\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) # Generate keys and create agent document\nagent.generate_keys()\nagent_doc = agent.create_agent({ \"name\": \"My Python Agent\", \"description\": \"A JACS agent for Python workflows\", \"type\": \"automation\"\n}) print(f\"Created agent: {agent_doc['name']}\")\nprint(f\"Agent ID: {agent_doc['jacsId']}\") # Create a task\ntask_doc = agent.create_task({ \"title\": \"Process Data\", \"description\": \"Analyze customer data and generate report\", \"priority\": \"high\", \"status\": \"pending\"\n}) print(f\"Created task: {task_doc['title']}\")\nprint(f\"Task ID: {task_doc['jacsId']}\") # Update task status\nupdated_task = agent.update_task(task_doc['jacsId'], { \"status\": \"in_progress\", \"progress\": 25\n}) print(f\"Updated task status: {updated_task['status']}\")","breadcrumbs":"Basic Usage Ā» Quick Start Example","id":"217","title":"Quick Start Example"},"218":{"body":"","breadcrumbs":"Basic Usage Ā» Agent Management","id":"218","title":"Agent Management"},"219":{"body":"import jacs # Basic agent creation\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent = jacs.Agent(config) # Generate cryptographic keys\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"Data Processor\", \"description\": \"Agent specialized in data processing tasks\", \"type\": \"data_processor\", \"capabilities\": [\"data_analysis\", \"report_generation\"], \"version\": \"1.0.0\"\n}) print(f\"Agent created with ID: {agent_doc['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating an Agent","id":"219","title":"Creating an Agent"},"22":{"body":"","breadcrumbs":"What is JACS? Ā» JACS Core Philosophy","id":"22","title":"JACS Core Philosophy"},"220":{"body":"# If you have an existing agent, specify it in config\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\", \"jacs_agent_id_and_version\": \"agent_123:1\" # Load existing agent\n} agent = jacs.Agent(config) # Agent is now loaded and ready to use\nprint(\"Existing agent loaded successfully\")","breadcrumbs":"Basic Usage Ā» Loading an Existing Agent","id":"220","title":"Loading an Existing Agent"},"221":{"body":"# Get agent information\nagent_info = agent.get_agent_info()\nprint(f\"Agent Name: {agent_info['name']}\")\nprint(f\"Agent Type: {agent_info['type']}\")\nprint(f\"Capabilities: {agent_info.get('capabilities', [])}\")","breadcrumbs":"Basic Usage Ā» Agent Information","id":"221","title":"Agent Information"},"222":{"body":"","breadcrumbs":"Basic Usage Ā» Task Management","id":"222","title":"Task Management"},"223":{"body":"# Simple task\ntask = agent.create_task({ \"title\": \"Data Analysis\", \"description\": \"Analyze sales data for Q4\", \"status\": \"pending\"\n}) # Detailed task with metadata\ndetailed_task = agent.create_task({ \"title\": \"Generate Monthly Report\", \"description\": \"Create comprehensive monthly performance report\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"data_team\", \"due_date\": \"2024-02-01\", \"tags\": [\"reporting\", \"monthly\", \"performance\"], \"metadata\": { \"department\": \"analytics\", \"report_type\": \"performance\", \"data_sources\": [\"sales\", \"marketing\", \"support\"] }\n}) print(f\"Created task: {detailed_task['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Tasks","id":"223","title":"Creating Tasks"},"224":{"body":"# Update task status\nupdated_task = agent.update_task(task['jacsId'], { \"status\": \"in_progress\", \"progress\": 50, \"notes\": \"Data collection completed, starting analysis\"\n}) # Add results to completed task\ncompleted_task = agent.update_task(task['jacsId'], { \"status\": \"completed\", \"progress\": 100, \"results\": { \"total_sales\": 1250000, \"growth_rate\": 15.3, \"top_products\": [\"Product A\", \"Product B\", \"Product C\"] }, \"completion_date\": \"2024-01-15\"\n})","breadcrumbs":"Basic Usage Ā» Updating Tasks","id":"224","title":"Updating Tasks"},"225":{"body":"# Get all tasks\nall_tasks = agent.list_tasks()\nprint(f\"Total tasks: {len(all_tasks)}\") # Filter tasks by status\npending_tasks = [task for task in all_tasks if task.get('status') == 'pending']\nprint(f\"Pending tasks: {len(pending_tasks)}\") # Get specific task\ntask_details = agent.get_task(task['jacsId'])\nprint(f\"Task: {task_details['title']}\")","breadcrumbs":"Basic Usage Ā» Querying Tasks","id":"225","title":"Querying Tasks"},"226":{"body":"","breadcrumbs":"Basic Usage Ā» Document Management","id":"226","title":"Document Management"},"227":{"body":"# Create a generic document\ndocument = agent.create_document({ \"type\": \"report\", \"title\": \"Q4 Sales Analysis\", \"content\": { \"summary\": \"Sales increased by 15% in Q4\", \"details\": { \"total_revenue\": 1250000, \"units_sold\": 5000, \"average_order_value\": 250 } }, \"author\": \"analytics_team\", \"created_date\": \"2024-01-15\"\n}) print(f\"Document created: {document['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Documents","id":"227","title":"Creating Documents"},"228":{"body":"# Update document (creates new version)\nupdated_document = agent.update_document(document['jacsId'], { \"content\": { \"summary\": \"Sales increased by 15.3% in Q4 (revised)\", \"details\": { \"total_revenue\": 1253000, # Corrected figure \"units_sold\": 5012, \"average_order_value\": 250.1 } }, \"revision_notes\": \"Corrected revenue figures\"\n}) print(f\"Document updated to version: {updated_document['jacsVersion']}\")","breadcrumbs":"Basic Usage Ā» Document Versioning","id":"228","title":"Document Versioning"},"229":{"body":"# Verify document signature\nis_valid = agent.verify_document(document['jacsId'])\nprint(f\"Document signature valid: {is_valid}\") # Get document history\nhistory = agent.get_document_history(document['jacsId'])\nprint(f\"Document has {len(history)} versions\")","breadcrumbs":"Basic Usage Ā» Document Verification","id":"229","title":"Document Verification"},"23":{"body":"JACS is built specifically for AI agent communication patterns, not as a general-purpose document signing system. It understands concepts like: Agents with identities and capabilities Tasks that can be delegated and tracked Agreements between multiple parties Versioning for iterative improvements","breadcrumbs":"What is JACS? Ā» šŸŽÆ Agent-First Design","id":"23","title":"šŸŽÆ Agent-First Design"},"230":{"body":"","breadcrumbs":"Basic Usage Ā» Agreement Management","id":"230","title":"Agreement Management"},"231":{"body":"# Create a multi-party agreement\nagreement = agent.create_agreement({ \"title\": \"Data Sharing Agreement\", \"description\": \"Agreement for sharing customer data between departments\", \"parties\": [\"analytics_team\", \"marketing_team\", \"legal_team\"], \"terms\": { \"data_types\": [\"customer_demographics\", \"purchase_history\"], \"usage_restrictions\": [\"no_external_sharing\", \"anonymization_required\"], \"duration\": \"12_months\" }, \"status\": \"draft\"\n}) print(f\"Agreement created: {agreement['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Agreements","id":"231","title":"Creating Agreements"},"232":{"body":"# Submit agreement for approval\nsubmitted_agreement = agent.update_agreement(agreement['jacsId'], { \"status\": \"pending_approval\", \"submitted_by\": \"analytics_team\", \"submitted_date\": \"2024-01-15\"\n}) # Approve agreement (would be done by each party)\napproved_agreement = agent.approve_agreement(agreement['jacsId'], { \"approver\": \"legal_team\", \"approval_date\": \"2024-01-16\", \"notes\": \"Approved with standard terms\"\n}) # Finalize agreement\nfinal_agreement = agent.finalize_agreement(agreement['jacsId'])\nprint(f\"Agreement status: {final_agreement['status']}\")","breadcrumbs":"Basic Usage Ā» Agreement Workflow","id":"232","title":"Agreement Workflow"},"233":{"body":"","breadcrumbs":"Basic Usage Ā» Working with JSON Schemas","id":"233","title":"Working with JSON Schemas"},"234":{"body":"# Define a custom schema for your documents\ntask_schema = { \"type\": \"object\", \"properties\": { \"title\": {\"type\": \"string\", \"minLength\": 1}, \"description\": {\"type\": \"string\"}, \"priority\": {\"type\": \"string\", \"enum\": [\"low\", \"medium\", \"high\"]}, \"status\": {\"type\": \"string\", \"enum\": [\"pending\", \"in_progress\", \"completed\"]}, \"assignee\": {\"type\": \"string\"}, \"due_date\": {\"type\": \"string\", \"format\": \"date\"} }, \"required\": [\"title\", \"description\", \"status\"]\n} # Create task with schema validation\ntry: validated_task = agent.create_task({ \"title\": \"Validated Task\", \"description\": \"This task follows the schema\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"john_doe\", \"due_date\": \"2024-02-01\" }, schema=task_schema) print(\"Task created and validated successfully\")\nexcept Exception as e: print(f\"Schema validation failed: {e}\")","breadcrumbs":"Basic Usage Ā» Schema Validation","id":"234","title":"Schema Validation"},"235":{"body":"","breadcrumbs":"Basic Usage Ā» Error Handling","id":"235","title":"Error Handling"},"236":{"body":"import jacs try: agent = jacs.Agent(config) # Attempt to create agent agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Testing error handling\" }) except jacs.ConfigurationError as e: print(f\"Configuration error: {e}\") # Handle configuration issues except jacs.CryptographicError as e: print(f\"Cryptographic error: {e}\") # Handle key generation or signing issues except jacs.ValidationError as e: print(f\"Validation error: {e}\") # Handle schema validation failures except jacs.StorageError as e: print(f\"Storage error: {e}\") # Handle file system or cloud storage issues except Exception as e: print(f\"Unexpected error: {e}\") # Handle any other errors","breadcrumbs":"Basic Usage Ā» Common Error Patterns","id":"236","title":"Common Error Patterns"},"237":{"body":"def create_agent_safely(config): \"\"\"Create agent with comprehensive error handling\"\"\" try: agent = jacs.Agent(config) # Check if keys exist if not agent.has_keys(): print(\"Generating new keys...\") agent.generate_keys() # Check if agent document exists if not config.get(\"jacs_agent_id_and_version\"): print(\"Creating new agent...\") agent_doc = agent.create_agent({ \"name\": \"Robust Agent\", \"description\": \"Agent with error handling\" }) return agent, agent_doc else: print(\"Loading existing agent...\") return agent, None except Exception as e: print(f\"Failed to create agent: {e}\") return None, None # Usage\nagent, agent_doc = create_agent_safely(config)\nif agent: print(\"Agent ready for use\")\nelse: print(\"Failed to initialize agent\")","breadcrumbs":"Basic Usage Ā» Robust Error Handling","id":"237","title":"Robust Error Handling"},"238":{"body":"","breadcrumbs":"Basic Usage Ā» Configuration Management","id":"238","title":"Configuration Management"},"239":{"body":"import os\nimport json def load_config(): \"\"\"Load configuration from environment or file\"\"\" # Try environment variables first if os.getenv(\"JACS_DATA_DIRECTORY\"): return { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\"), \"jacs_default_storage\": os.getenv(\"JACS_DEFAULT_STORAGE\", \"fs\"), \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\") } # Fall back to config file try: with open(\"jacs.config.json\", \"r\") as f: return json.load(f) except FileNotFoundError: # Default configuration return { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Usage\nconfig = load_config()\nagent = jacs.Agent(config)","breadcrumbs":"Basic Usage Ā» Environment-Based Configuration","id":"239","title":"Environment-Based Configuration"},"24":{"body":"Every JACS document includes: Digital signatures proving authenticity Hash verification ensuring integrity Public key cryptography for identity verification Timestamps for chronological ordering","breadcrumbs":"What is JACS? Ā» šŸ” Trust Through Cryptography","id":"24","title":"šŸ” Trust Through Cryptography"},"240":{"body":"def validate_config(config): \"\"\"Validate JACS configuration\"\"\" required_fields = [ \"jacs_data_directory\", \"jacs_key_directory\", \"jacs_default_storage\", \"jacs_agent_key_algorithm\" ] for field in required_fields: if field not in config: raise ValueError(f\"Missing required configuration field: {field}\") # Validate algorithm valid_algorithms = [\"Ed25519\", \"RSA\", \"Dilithium\"] if config[\"jacs_agent_key_algorithm\"] not in valid_algorithms: raise ValueError(f\"Invalid algorithm: {config['jacs_agent_key_algorithm']}\") # Validate storage valid_storage = [\"fs\", \"s3\", \"azure\"] if config[\"jacs_default_storage\"] not in valid_storage: raise ValueError(f\"Invalid storage backend: {config['jacs_default_storage']}\") return True # Usage\ntry: validate_config(config) agent = jacs.Agent(config)\nexcept ValueError as e: print(f\"Configuration error: {e}\")","breadcrumbs":"Basic Usage Ā» Configuration Validation","id":"240","title":"Configuration Validation"},"241":{"body":"","breadcrumbs":"Basic Usage Ā» Performance Tips","id":"241","title":"Performance Tips"},"242":{"body":"# Create multiple tasks efficiently\ntasks_data = [ {\"title\": f\"Task {i}\", \"description\": f\"Description {i}\", \"status\": \"pending\"} for i in range(10)\n] created_tasks = []\nfor task_data in tasks_data: task = agent.create_task(task_data) created_tasks.append(task) print(f\"Created {len(created_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Batch Operations","id":"242","title":"Batch Operations"},"243":{"body":"# Cache agent instance for reuse\nclass JACSManager: def __init__(self, config): self.config = config self._agent = None @property def agent(self): if self._agent is None: self._agent = jacs.Agent(self.config) return self._agent def create_task(self, task_data): return self.agent.create_task(task_data) def get_task(self, task_id): return self.agent.get_task(task_id) # Usage\nmanager = JACSManager(config)\ntask = manager.create_task({\"title\": \"Cached Task\", \"status\": \"pending\"})","breadcrumbs":"Basic Usage Ā» Caching Agent Instance","id":"243","title":"Caching Agent Instance"},"244":{"body":"Now that you understand the basics: MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation Examples - More complex examples","breadcrumbs":"Basic Usage Ā» Next Steps","id":"244","title":"Next Steps"},"245":{"body":"","breadcrumbs":"Basic Usage Ā» Common Patterns","id":"245","title":"Common Patterns"},"246":{"body":"def process_data_pipeline(agent, data_source): \"\"\"Example data processing pipeline using JACS tasks\"\"\" # Create extraction task extract_task = agent.create_task({ \"title\": \"Extract Data\", \"description\": f\"Extract data from {data_source}\", \"status\": \"pending\", \"type\": \"extraction\" }) # Simulate extraction agent.update_task(extract_task['jacsId'], { \"status\": \"completed\", \"results\": {\"records_extracted\": 1000} }) # Create transformation task transform_task = agent.create_task({ \"title\": \"Transform Data\", \"description\": \"Clean and transform extracted data\", \"status\": \"pending\", \"type\": \"transformation\", \"depends_on\": [extract_task['jacsId']] }) # Continue pipeline... return [extract_task, transform_task] # Usage\npipeline_tasks = process_data_pipeline(agent, \"customer_database\")\nprint(f\"Created pipeline with {len(pipeline_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Task Pipeline","id":"246","title":"Task Pipeline"},"247":{"body":"JACS provides seamless integration with the Model Context Protocol (MCP), enabling cryptographically signed and verified communication between AI agents and MCP servers. This integration ensures that all tool calls, resource requests, and prompt interactions are authenticated and tamper-proof.","breadcrumbs":"MCP Integration Ā» MCP Integration","id":"247","title":"MCP Integration"},"248":{"body":"JACS MCP integration provides: Cryptographic Authentication : All MCP messages are signed and verified FastMCP Support : Native integration with FastMCP servers HTTP & SSE Transports : Support for both HTTP and Server-Sent Events Transparent Security : Existing MCP code works with minimal changes","breadcrumbs":"MCP Integration Ā» Overview","id":"248","title":"Overview"},"249":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"249","title":"Quick Start"},"25":{"body":"JACS builds on proven standards: JSON for universal compatibility JSON Schema for structure validation RFC 3339 timestamps for consistency Standard cryptographic algorithms (RSA, Ed25519, post-quantum)","breadcrumbs":"What is JACS? Ā» šŸ“‹ Standards-Based","id":"25","title":"šŸ“‹ Standards-Based"},"250":{"body":"import jacs\nimport os\nfrom pathlib import Path\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport uvicorn # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) # Create FastMCP server with JACS authentication\nmcp = JACSMCPServer(FastMCP(\"Authenticated Echo Server\")) @mcp.tool()\ndef echo_tool(text: str) -> str: \"\"\"Echo the input text with server prefix\"\"\" return f\"SERVER SAYS: {text}\" @mcp.resource(\"echo://static\")\ndef echo_resource() -> str: return \"Echo!\" @mcp.prompt(\"echo\")\ndef echo_prompt(text: str) -> str: return f\"Echo prompt: {text}\" # Get the ASGI app with JACS middleware\nsse_app_with_middleware = mcp.sse_app() if __name__ == \"__main__\": print(\"Starting JACS-enabled MCP server...\") uvicorn.run(sse_app_with_middleware, host=\"localhost\", port=8000)","breadcrumbs":"MCP Integration Ā» Basic MCP Server with JACS","id":"250","title":"Basic MCP Server with JACS"},"251":{"body":"import asyncio\nimport os\nfrom pathlib import Path\nimport jacs\nfrom jacs.mcp import JACSMCPClient # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.client.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) async def main(): server_url = \"http://localhost:8000/sse\" try: client = JACSMCPClient(server_url) async with client: # Call authenticated tool result = await client.call_tool(\"echo_tool\", { \"text\": \"Hello from authenticated client!\" }) print(f\"Tool result: {result}\") # Read authenticated resource resource = await client.read_resource(\"echo://static\") print(f\"Resource: {resource}\") except Exception as e: print(f\"Error: {e}\") if __name__ == \"__main__\": asyncio.run(main())","breadcrumbs":"MCP Integration Ā» Basic MCP Client with JACS","id":"251","title":"Basic MCP Client with JACS"},"252":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"252","title":"Configuration"},"253":{"body":"Create a jacs.config.json file for your server and client: { \"$schema\": \"https://hai.ai/schemas/jacs.config.schema.json\", \"jacs_agent_id_and_version\": \"your-agent-id:version\", \"jacs_agent_key_algorithm\": \"RSA-PSS\", \"jacs_agent_private_key_filename\": \"private.pem.enc\", \"jacs_agent_public_key_filename\": \"public.pem\", \"jacs_data_directory\": \"./jacs\", \"jacs_default_storage\": \"fs\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_private_key_password\": \"your_password\", \"jacs_use_security\": \"true\"\n}","breadcrumbs":"MCP Integration Ā» JACS Configuration File","id":"253","title":"JACS Configuration File"},"254":{"body":"Generate cryptographic keys for your agents: import jacs # Load configuration\njacs.load(\"jacs.config.json\") # Generate keys (only needed once per agent)\nagent = jacs.Agent()\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"MCP Server Agent\", \"description\": \"Agent for MCP server authentication\", \"type\": \"mcp_server\"\n}) print(f\"Agent ID: {agent_doc['jacsId']}\")","breadcrumbs":"MCP Integration Ā» Key Generation","id":"254","title":"Key Generation"},"255":{"body":"","breadcrumbs":"MCP Integration Ā» Integration Patterns","id":"255","title":"Integration Patterns"},"256":{"body":"The JACSMCPServer wrapper automatically adds cryptographic middleware: from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP # Create FastMCP server\nbase_server = FastMCP(\"My Server\") # Wrap with JACS authentication\nauthenticated_server = JACSMCPServer(base_server) # All decorators work normally\n@authenticated_server.tool()\ndef my_tool(data: str) -> str: return f\"Processed: {data}\"","breadcrumbs":"MCP Integration Ā» 1. FastMCP with JACS Middleware","id":"256","title":"1. FastMCP with JACS Middleware"},"257":{"body":"For HTTP-based MCP servers, you can manually sign responses: from fastapi import FastAPI, Request\nfrom fastapi.responses import JSONResponse\nimport jacs app = FastAPI() @app.post(\"/api/tool\")\nasync def call_tool(request: Request): # Verify incoming request body = await request.body() verified_data = jacs.verify_request(body.decode()) # Process the tool call result = {\"message\": \"Tool executed\", \"data\": verified_data} # Sign and return response signed_response = jacs.sign_response(result) return JSONResponse(content=signed_response)","breadcrumbs":"MCP Integration Ā» 2. HTTP MCP with Manual Signing","id":"257","title":"2. HTTP MCP with Manual Signing"},"258":{"body":"For stdio-based MCP servers: from mcp.server.fastmcp import FastMCP\nimport jacs # Initialize JACS\njacs.load(\"jacs.config.json\") mcp = FastMCP(\"Stdio Server\") @mcp.tool()\ndef secure_tool(input_data: str) -> str: \"\"\"A tool that processes signed input\"\"\" # Input is automatically verified by JACS middleware return f\"Securely processed: {input_data}\" if __name__ == \"__main__\": # Run with stdio transport mcp.run()","breadcrumbs":"MCP Integration Ā» 3. Standard MCP with Stdio","id":"258","title":"3. Standard MCP with Stdio"},"259":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Usage","id":"259","title":"Advanced Usage"},"26":{"body":"","breadcrumbs":"What is JACS? Ā» Key Concepts","id":"26","title":"Key Concepts"},"260":{"body":"from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport jacs class CustomJACSServer: def __init__(self, base_server: FastMCP): self.base_server = base_server self.setup_middleware() def setup_middleware(self): # Custom verification logic @self.base_server.middleware(\"http\") async def custom_auth(request, call_next): # Custom JACS verification if self.should_verify(request): body = await request.body() verified = jacs.verify_request(body.decode()) # Update request with verified data response = await call_next(request) # Custom signing logic if self.should_sign(response): # Sign response pass return response def should_verify(self, request) -> bool: # Custom logic for when to verify return True def should_sign(self, response) -> bool: # Custom logic for when to sign return True","breadcrumbs":"MCP Integration Ā» Custom Authentication Logic","id":"260","title":"Custom Authentication Logic"},"261":{"body":"import jacs\nfrom jacs.mcp import JACSMCPServer, JACSMCPClient # Server side - configure for multiple agents\nserver_config = { \"trusted_agents\": [\"agent1-id\", \"agent2-id\"], \"require_signatures\": True\n} mcp_server = JACSMCPServer(FastMCP(\"Multi-Agent Server\")) @mcp_server.tool()\ndef multi_agent_tool(data: str, agent_context: dict) -> str: \"\"\"Tool that can be called by multiple authenticated agents\"\"\" agent_id = agent_context.get(\"agent_id\") return f\"Agent {agent_id} processed: {data}\" # Client side - each agent uses its own keys\nclient1 = JACSMCPClient(\"http://server:8000/sse\")\nclient2 = JACSMCPClient(\"http://server:8000/sse\")","breadcrumbs":"MCP Integration Ā» Multi-Agent Authentication","id":"261","title":"Multi-Agent Authentication"},"262":{"body":"","breadcrumbs":"MCP Integration Ā» Error Handling","id":"262","title":"Error Handling"},"263":{"body":"import jacs\nfrom jacs.mcp import JACSMCPClient async def robust_mcp_client(): try: client = JACSMCPClient(\"http://localhost:8000/sse\") async with client: result = await client.call_tool(\"my_tool\", {\"data\": \"test\"}) return result except jacs.CryptographicError as e: print(f\"Signature verification failed: {e}\") # Handle invalid signatures except jacs.ConfigurationError as e: print(f\"JACS configuration error: {e}\") # Handle missing keys or config except ConnectionError as e: print(f\"MCP connection failed: {e}\") # Handle network issues except Exception as e: print(f\"Unexpected error: {e}\")","breadcrumbs":"MCP Integration Ā» Common JACS MCP Errors","id":"263","title":"Common JACS MCP Errors"},"264":{"body":"import logging\nimport jacs # Enable detailed JACS logging\nlogging.basicConfig(level=logging.DEBUG)\njacs_logger = logging.getLogger(\"jacs\")\njacs_logger.setLevel(logging.DEBUG) # Enable MCP debugging\nmcp_logger = logging.getLogger(\"mcp\")\nmcp_logger.setLevel(logging.DEBUG) # Your MCP code here...","breadcrumbs":"MCP Integration Ā» Debugging Authentication Issues","id":"264","title":"Debugging Authentication Issues"},"265":{"body":"","breadcrumbs":"MCP Integration Ā» Production Deployment","id":"265","title":"Production Deployment"},"266":{"body":"Key Management : Store private keys securely Environment Variables : Use environment variables for passwords Network Security : Use TLS for network transport Key Rotation : Implement key rotation policies import os\nimport jacs # Production configuration\nconfig = { \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIR\", \"/secure/keys\"), \"jacs_private_key_password\": os.getenv(\"JACS_KEY_PASSWORD\"), \"jacs_use_security\": \"true\", \"jacs_agent_key_algorithm\": \"RSA-PSS\"\n} # Load with production settings\njacs.load_config(config)","breadcrumbs":"MCP Integration Ā» Security Best Practices","id":"266","title":"Security Best Practices"},"267":{"body":"FROM python:3.11-slim WORKDIR /app # Install dependencies\nCOPY requirements.txt .\nRUN pip install -r requirements.txt # Copy application\nCOPY . . # Create secure key directory\nRUN mkdir -p /secure/keys && chmod 700 /secure/keys # Set environment variables\nENV JACS_KEY_DIR=/secure/keys\nENV JACS_USE_SECURITY=true # Run MCP server\nCMD [\"python\", \"mcp_server.py\"]","breadcrumbs":"MCP Integration Ā» Docker Deployment","id":"267","title":"Docker Deployment"},"268":{"body":"","breadcrumbs":"MCP Integration Ā» Testing","id":"268","title":"Testing"},"269":{"body":"import pytest\nimport jacs\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nfrom fastmcp.client import Client\nfrom fastmcp.client.transports import FastMCPTransport @pytest.fixture\ndef jacs_mcp_server(): # Setup test configuration jacs.load(\"test.config.json\") server = FastMCP(\"Test Server\") return JACSMCPServer(server) @pytest.fixture\ndef test_client(jacs_mcp_server): transport = FastMCPTransport(jacs_mcp_server) return Client(transport) async def test_authenticated_tool(test_client): async with test_client: result = await test_client.call_tool(\"echo_tool\", {\"text\": \"test\"}) assert \"test\" in str(result)","breadcrumbs":"MCP Integration Ā» Unit Testing MCP Tools","id":"269","title":"Unit Testing MCP Tools"},"27":{"body":"An Agent is an autonomous entity with: A unique identity (UUID) Cryptographic keys for signing Capabilities defined in services The ability to create and verify documents","breadcrumbs":"What is JACS? Ā» Agents","id":"27","title":"Agents"},"270":{"body":"","breadcrumbs":"MCP Integration Ā» Performance Considerations","id":"270","title":"Performance Considerations"},"271":{"body":"Key Caching : JACS automatically caches keys Batch Operations : Group multiple tool calls when possible Connection Pooling : Reuse client connections Async Operations : Use async/await properly # Efficient client usage\nasync def efficient_mcp_usage(): client = JACSMCPClient(\"http://server:8000/sse\") # Single connection for multiple operations async with client: # Batch multiple tool calls tasks = [ client.call_tool(\"tool1\", {\"data\": f\"item{i}\"}) for i in range(10) ] results = await asyncio.gather(*tasks) return results","breadcrumbs":"MCP Integration Ā» Optimization Tips","id":"271","title":"Optimization Tips"},"272":{"body":"FastMCP Integration - Advanced FastMCP patterns API Reference - Complete API documentation Examples - More complex examples Security Guide - Security best practices","breadcrumbs":"MCP Integration Ā» Next Steps","id":"272","title":"Next Steps"},"273":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"273","title":"API Reference"},"274":{"body":"","breadcrumbs":"JSON Schemas Ā» JSON Schemas","id":"274","title":"JSON Schemas"},"275":{"body":"","breadcrumbs":"Agent Schema Ā» Agent Schema","id":"275","title":"Agent Schema"},"276":{"body":"","breadcrumbs":"Document Schema Ā» Document Schema","id":"276","title":"Document Schema"},"277":{"body":"","breadcrumbs":"Task Schema Ā» Task Schema","id":"277","title":"Task Schema"},"278":{"body":"","breadcrumbs":"Configuration Ā» Configuration","id":"278","title":"Configuration"},"279":{"body":"","breadcrumbs":"Security Model Ā» Security Model","id":"279","title":"Security Model"},"28":{"body":"A Document is any JSON object that includes: JACS header fields (ID, version, creator, etc.) A cryptographic signature A hash for integrity verification Business logic specific to the document type","breadcrumbs":"What is JACS? Ā» Documents","id":"28","title":"Documents"},"280":{"body":"","breadcrumbs":"Cryptographic Algorithms Ā» Cryptographic Algorithms","id":"280","title":"Cryptographic Algorithms"},"281":{"body":"","breadcrumbs":"Storage Backends Ā» Storage Backends","id":"281","title":"Storage Backends"},"282":{"body":"","breadcrumbs":"Custom Schemas Ā» Custom Schemas","id":"282","title":"Custom Schemas"},"283":{"body":"","breadcrumbs":"Testing Ā» Testing","id":"283","title":"Testing"},"284":{"body":"","breadcrumbs":"Model Context Protocol (MCP) Ā» Model Context Protocol (MCP)","id":"284","title":"Model Context Protocol (MCP)"},"285":{"body":"","breadcrumbs":"Web Servers Ā» Web Servers","id":"285","title":"Web Servers"},"286":{"body":"","breadcrumbs":"Databases Ā» Databases","id":"286","title":"Databases"},"287":{"body":"","breadcrumbs":"CLI Examples Ā» CLI Examples","id":"287","title":"CLI Examples"},"288":{"body":"","breadcrumbs":"Node.js Examples Ā» Node.js Examples","id":"288","title":"Node.js Examples"},"289":{"body":"","breadcrumbs":"Python Examples Ā» Python Examples","id":"289","title":"Python Examples"},"29":{"body":"A Task is a special document type representing: Work to be performed Success/failure criteria Input/output specifications Delegation and completion tracking","breadcrumbs":"What is JACS? Ā» Tasks","id":"29","title":"Tasks"},"290":{"body":"","breadcrumbs":"Integration Examples Ā» Integration Examples","id":"290","title":"Integration Examples"},"291":{"body":"This page provides a comprehensive reference for all JACS command-line interface commands.","breadcrumbs":"CLI Command Reference Ā» CLI Command Reference","id":"291","title":"CLI Command Reference"},"292":{"body":"","breadcrumbs":"CLI Command Reference Ā» Global Commands","id":"292","title":"Global Commands"},"293":{"body":"Prints version and build information for the JACS installation. jacs version","breadcrumbs":"CLI Command Reference Ā» jacs version","id":"293","title":"jacs version"},"294":{"body":"Initialize JACS by creating both configuration and agent (with cryptographic keys). This is typically the first command run when setting up JACS. jacs init","breadcrumbs":"CLI Command Reference Ā» jacs init","id":"294","title":"jacs init"},"295":{"body":"Print help information for JACS commands. jacs help [COMMAND]","breadcrumbs":"CLI Command Reference Ā» jacs help","id":"295","title":"jacs help"},"296":{"body":"","breadcrumbs":"CLI Command Reference Ā» Configuration Commands","id":"296","title":"Configuration Commands"},"297":{"body":"Work with JACS configuration settings. jacs config [SUBCOMMAND] Note: Specific subcommands for config are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs config","id":"297","title":"jacs config"},"298":{"body":"","breadcrumbs":"CLI Command Reference Ā» Agent Commands","id":"298","title":"Agent Commands"},"299":{"body":"Work with JACS agents - the cryptographic identities that sign and verify documents. jacs agent [SUBCOMMAND] Note: Specific subcommands for agent management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs agent","id":"299","title":"jacs agent"},"3":{"body":"JACS is available in three languages, each with its own strengths:","breadcrumbs":"Introduction Ā» Available Implementations","id":"3","title":"Available Implementations"},"30":{"body":"An Agreement is a mechanism for: Multiple agents to consent to terms Tracking signatures from all required parties Ensuring all participants have signed before proceeding Creating binding commitments between agents","breadcrumbs":"What is JACS? Ā» Agreements","id":"30","title":"Agreements"},"300":{"body":"","breadcrumbs":"CLI Command Reference Ā» Task Commands","id":"300","title":"Task Commands"},"301":{"body":"Work with JACS agent tasks - structured workflows between agents. jacs task [SUBCOMMAND] Note: Specific subcommands for task management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs task","id":"301","title":"jacs task"},"302":{"body":"The jacs document command provides comprehensive document management capabilities.","breadcrumbs":"CLI Command Reference Ā» Document Commands","id":"302","title":"Document Commands"},"303":{"body":"Create a new JACS document, either by embedding or parsing a document with optional file attachments. Usage: jacs document create [OPTIONS] Options: -a - Path to the agent file. If not specified, uses config jacs_agent_id_and_version -f - Path to input file. Must be JSON format -o - Output filename for the created document -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -n, --no-save - Instead of saving files, print to stdout -s, --schema - Path to JSON schema file to use for validation --attach - Path to file or directory for file attachments -e, --embed - Embed documents or keep them external [possible values: true, false] -h, --help - Print help information Examples: # Create document from JSON file\njacs document create -f my-document.json # Create document with embedded attachment\njacs document create -f document.json --attach ./image.jpg --embed true # Create document with referenced attachment\njacs document create -f document.json --attach ./data.csv --embed false # Create from directory of JSON files\njacs document create -d ./documents/ # Create with custom schema validation\njacs document create -f document.json -s custom-schema.json # Print to stdout instead of saving\njacs document create -f document.json --no-save","breadcrumbs":"CLI Command Reference Ā» jacs document create","id":"303","title":"jacs document create"},"304":{"body":"Create a new version of an existing document. Requires both the original JACS file and the modified JACS metadata. Usage: jacs document update [OPTIONS] Options: -a - Path to the agent file -f - Path to original document file -n - Path to new/modified document file -o - Output filename for updated document -v, --verbose - Enable verbose output -n, --no-save - Print to stdout instead of saving -s, --schema - Path to JSON schema file for validation --attach - Path to file or directory for additional attachments -e, --embed - Embed new attachments or keep them external -h, --help - Print help information Example: # Update document with new version\njacs document update -f original.json -n modified.json -o updated.json # Update and add new attachments\njacs document update -f original.json -n modified.json --attach ./new-file.pdf --embed false","breadcrumbs":"CLI Command Reference Ā» jacs document update","id":"304","title":"jacs document update"},"305":{"body":"Verify a document's hash, signatures, and schema compliance. Usage: jacs document verify [OPTIONS] Options: -a - Path to the agent file -f - Path to input file. Must be JSON format -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -s, --schema - Path to JSON schema file to use for validation -h, --help - Print help information Examples: # Verify single document\njacs document verify -f signed-document.json # Verify all documents in directory\njacs document verify -d ./documents/ # Verify with custom schema\njacs document verify -f document.json -s custom-schema.json Verification Process: Hash verification - Confirms document integrity Signature verification - Validates cryptographic signatures Schema validation - Ensures document structure compliance File integrity - Checks SHA256 checksums of attached files","breadcrumbs":"CLI Command Reference Ā» jacs document verify","id":"305","title":"jacs document verify"},"306":{"body":"Extract embedded file contents from documents back to the filesystem. Usage: jacs document extract [OPTIONS] Options: -a - Path to the agent file -f - Path to input file containing embedded files -d - Path to directory of files to process -s, --schema - Path to JSON schema file for validation -h, --help - Print help information Examples: # Extract embedded files from single document\njacs document extract -f document-with-embedded-files.json # Extract from all documents in directory jacs document extract -d ./documents/ Extract Process: Reads embedded file contents from document Decodes base64-encoded data Writes files to their original paths Creates backup of existing files (with timestamp)","breadcrumbs":"CLI Command Reference Ā» jacs document extract","id":"306","title":"jacs document extract"},"307":{"body":"JACS provides specialized commands for managing multi-agent agreements. jacs document check-agreement Given a document, provide a list of agents that should sign the document. Usage: jacs document check-agreement [OPTIONS] jacs document create-agreement Create an agreement structure for a document that requires multiple agent signatures. Usage: jacs document create-agreement [OPTIONS] jacs document sign-agreement Sign the agreement section of a document with the current agent's cryptographic signature. Usage: jacs document sign-agreement [OPTIONS]","breadcrumbs":"CLI Command Reference Ā» Agreement Commands","id":"307","title":"Agreement Commands"},"308":{"body":"","breadcrumbs":"CLI Command Reference Ā» Common Patterns","id":"308","title":"Common Patterns"},"309":{"body":"# 1. Initialize JACS\njacs init # 2. Create document with attachments\njacs document create -f document.json --attach ./files/ --embed true # 3. Verify document integrity\njacs document verify -f created-document.json # 4. Update document if needed\njacs document update -f original.json -n modified.json # 5. Extract embedded files when needed\njacs document extract -f document.json","breadcrumbs":"CLI Command Reference Ā» Basic Document Lifecycle","id":"309","title":"Basic Document Lifecycle"},"31":{"body":"graph TD A[Agent A] -->|Creates Task| T[JACS Task Document] T -->|Contains| S[Digital Signature] T -->|Contains| H[SHA256 Hash] T -->|Contains| M[Metadata] A -->|Sends to| B[Agent B] B -->|Verifies| T B -->|Signs Agreement| AG[Agreement Document] AG -->|Returns to| A Agent A creates a task document with their requirements The document is signed with Agent A's private key A hash is calculated for integrity verification Agent B receives and verifies the signature and hash Agent B can create an agreement to accept the task Both agents have a verifiable record of the interaction","breadcrumbs":"What is JACS? Ā» How JACS Works","id":"31","title":"How JACS Works"},"310":{"body":"# Embed small files for portability\njacs document create -f doc.json --attach ./small-image.png --embed true # Reference large files to save space\njacs document create -f doc.json --attach ./large-video.mp4 --embed false # Attach multiple files from directory\njacs document create -f doc.json --attach ./attachments/ --embed false","breadcrumbs":"CLI Command Reference Ā» Working with Attachments","id":"310","title":"Working with Attachments"},"311":{"body":"# Create with schema validation\njacs document create -f document.json -s schema.json # Verify against specific schema\njacs document verify -f document.json -s schema.json","breadcrumbs":"CLI Command Reference Ā» Schema Validation Workflow","id":"311","title":"Schema Validation Workflow"},"312":{"body":"Most commands support these common options: -h, --help - Show help information -v, --verbose - Enable verbose output for debugging -a - Specify custom agent file (overrides config default)","breadcrumbs":"CLI Command Reference Ā» Global Options","id":"312","title":"Global Options"},"313":{"body":"0 - Success 1 - General error (invalid arguments, file not found, etc.) 2 - Verification failure (hash mismatch, invalid signature, etc.) 3 - Schema validation failure","breadcrumbs":"CLI Command Reference Ā» Exit Codes","id":"313","title":"Exit Codes"},"314":{"body":"JACS_CONFIG_PATH - Override default configuration file location JACS_DATA_DIR - Override default data directory location JACS_AGENT_FILE - Default agent file to use (if not specified with -a)","breadcrumbs":"CLI Command Reference Ā» Environment Variables","id":"314","title":"Environment Variables"},"315":{"body":"","breadcrumbs":"CLI Command Reference Ā» File Formats","id":"315","title":"File Formats"},"316":{"body":"JSON documents - Must be valid JSON format Schema files - JSON Schema format (draft-07 compatible) Agent files - JACS agent format with cryptographic keys Attachments - Any file type (automatically detected MIME type)","breadcrumbs":"CLI Command Reference Ā» Input Files","id":"316","title":"Input Files"},"317":{"body":"JACS documents - JSON format with JACS metadata, signatures, and checksums Extracted files - Original format of embedded attachments","breadcrumbs":"CLI Command Reference Ā» Output Files","id":"317","title":"Output Files"},"318":{"body":"","breadcrumbs":"Configuration Reference Ā» Configuration Reference","id":"318","title":"Configuration Reference"},"319":{"body":"","breadcrumbs":"Error Codes Ā» Error Codes","id":"319","title":"Error Codes"},"32":{"body":"","breadcrumbs":"What is JACS? Ā» Real-World Examples","id":"32","title":"Real-World Examples"},"320":{"body":"","breadcrumbs":"Migration Guide Ā» Migration Guide","id":"320","title":"Migration Guide"},"33":{"body":"Content Agent ā†’ Research Agent ā†’ Review Agent ā†’ Publishing Agent Each handoff includes signed task documents with clear requirements and deliverables.","breadcrumbs":"What is JACS? Ā» šŸ¤– AI Content Pipeline","id":"33","title":"šŸ¤– AI Content Pipeline"},"34":{"body":"Data Ingestion Agent ā†’ Processing Agent ā†’ Validation Agent ā†’ Storage Agent Each step is tracked with verifiable completion certificates and quality metrics.","breadcrumbs":"What is JACS? Ā» šŸ“Š Data Processing Workflow","id":"34","title":"šŸ“Š Data Processing Workflow"},"35":{"body":"Query Agent ā†’ Research Agent ā†’ Analysis Agent ā†’ Reporting Agent Complex analysis tasks are broken down with clear accountability for each step.","breadcrumbs":"What is JACS? Ā» šŸ” Multi-Agent Analysis","id":"35","title":"šŸ” Multi-Agent Analysis"},"36":{"body":"Feature JACS Traditional APIs General Signing Agent Identity āœ… Built-in āŒ Custom implementation āŒ Not agent-focused Task Management āœ… Native support āŒ Application-specific āŒ Not applicable Multi-Party Agreements āœ… Core feature āŒ Complex to implement āš ļø Possible but difficult Audit Trails āœ… Automatic āŒ Manual logging āš ļø Basic signing only Schema Validation āœ… JSON Schema āŒ Custom validation āŒ No structure Versioning āœ… Built-in āŒ Manual versioning āŒ Not supported Cross-Platform āœ… JSON everywhere āš ļø Protocol dependent āš ļø Format dependent","breadcrumbs":"What is JACS? Ā» Benefits Over Alternatives","id":"36","title":"Benefits Over Alternatives"},"37":{"body":"āœ… Perfect for: Multi-agent AI systems Task delegation and tracking Audit trail requirements Cross-organization AI collaboration Compliance-critical AI applications Research environments with multiple AI models āš ļø Consider alternatives for: Simple single-agent systems Real-time streaming data High-frequency micro-transactions Systems where trust is not a concern","breadcrumbs":"What is JACS? Ā» When to Use JACS","id":"37","title":"When to Use JACS"},"38":{"body":"Ready to dive deeper? Continue with: Core Concepts - Learn about agents, documents, and agreements Quick Start - Get hands-on experience Implementation guides for Rust , Node.js , or Python","breadcrumbs":"What is JACS? Ā» Next Steps","id":"38","title":"Next Steps"},"39":{"body":"Understanding JACS requires familiarity with several key concepts that work together to create a secure, verifiable communication framework for AI agents.","breadcrumbs":"Core Concepts Ā» Core Concepts","id":"39","title":"Core Concepts"},"4":{"body":"Performance : Fastest implementation with native performance CLI Tool : Complete command-line interface for agent and document management Library : Full-featured Rust library for embedded applications Observability : Advanced logging and metrics with OpenTelemetry support","breadcrumbs":"Introduction Ā» šŸ¦€ Rust (Core Library + CLI)","id":"4","title":"šŸ¦€ Rust (Core Library + CLI)"},"40":{"body":"An Agent is the fundamental entity in JACS - an autonomous participant that can create, sign, and verify documents.","breadcrumbs":"Core Concepts Ā» Agents","id":"40","title":"Agents"},"41":{"body":"{ \"jacsId\": \"550e8400-e29b-41d4-a716-446655440000\", \"jacsVersion\": \"123e4567-e89b-12d3-a456-426614174000\", \"jacsType\": \"agent\", \"name\": \"Content Creation Agent\", \"description\": \"Specialized in creating marketing content\"\n} Key Properties: jacsId : Permanent UUID identifying the agent jacsVersion : UUID that changes with each update Cryptographic Keys : Ed25519, RSA, or post-quantum key pairs Services : Capabilities the agent offers Contacts : How to reach the agent","breadcrumbs":"Core Concepts Ā» Agent Identity","id":"41","title":"Agent Identity"},"42":{"body":"Creation : Generate keys and initial agent document Registration : Store public keys for verification Operation : Create and sign documents Updates : Version changes while maintaining identity Verification : Other agents validate signatures","breadcrumbs":"Core Concepts Ā» Agent Lifecycle","id":"42","title":"Agent Lifecycle"},"43":{"body":"A Document is any JSON object that follows JACS conventions for identity, versioning, and cryptographic integrity.","breadcrumbs":"Core Concepts Ā» Documents","id":"43","title":"Documents"},"44":{"body":"{ \"jacsId\": \"doc-uuid-here\", \"jacsVersion\": \"version-uuid-here\", \"jacsType\": \"task\", \"jacsVersionDate\": \"2024-01-15T10:30:00Z\", \"jacsPreviousVersion\": \"previous-version-uuid\", \"title\": \"Analyze Q4 Sales Data\", \"description\": \"Generate insights from sales data\", \"jacsSha256\": \"hash-of-document-content\", \"jacsSignature\": { \"agentID\": \"agent-uuid\", \"agentVersion\": \"agent-version-uuid\", \"signature\": \"base64-signature\", \"signingAlgorithm\": \"Ed25519\", \"publicKeyHash\": \"hash-of-public-key\", \"date\": \"2024-01-15T10:30:00Z\", \"fields\": [\"jacsId\", \"title\", \"description\"] }\n}","breadcrumbs":"Core Concepts Ā» Document Structure","id":"44","title":"Document Structure"},"45":{"body":"Field Purpose Example jacsId Permanent document identifier UUID v4 jacsVersion Version identifier (changes on update) UUID v4 jacsType Document type \"agent\", \"task\", \"message\" jacsVersionDate When this version was created RFC 3339 timestamp jacsPreviousVersion Previous version UUID UUID v4 or null jacsSha256 Hash of document content SHA-256 hex string jacsSignature Cryptographic signature Signature object","breadcrumbs":"Core Concepts Ā» Required JACS Fields","id":"45","title":"Required JACS Fields"},"46":{"body":"Agent Documents Define agent identity and capabilities Contain service definitions and contact information Self-signed by the agent Task Documents Describe work to be performed Include success/failure criteria Can be delegated between agents Message Documents General communication between agents Can include attachments and metadata Support threaded conversations Agreement Documents Multi-party consent mechanisms Track required and actual signatures Enforce completion before proceeding","breadcrumbs":"Core Concepts Ā» Document Types","id":"46","title":"Document Types"},"47":{"body":"Tasks represent work that can be delegated, tracked, and verified between agents.","breadcrumbs":"Core Concepts Ā» Tasks","id":"47","title":"Tasks"},"48":{"body":"{ \"jacsType\": \"task\", \"title\": \"Generate Marketing Copy\", \"description\": \"Create compelling copy for product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Research competitors\", \"description\": \"Analyze competitor messaging\", \"success\": \"Complete competitive analysis report\", \"failure\": \"Unable to access competitor data\" } ], \"jacsTaskCustomer\": { \"agentID\": \"customer-agent-uuid\", \"signature\": \"customer-signature\" }\n}","breadcrumbs":"Core Concepts Ā» Task Structure","id":"48","title":"Task Structure"},"49":{"body":"Creation : Customer agent creates task with requirements Delegation : Task sent to service provider agent Agreement : Provider signs agreement to accept task Execution : Provider performs the work Completion : Provider creates completion document Verification : Customer verifies and accepts results","breadcrumbs":"Core Concepts Ā» Task Lifecycle","id":"49","title":"Task Lifecycle"},"5":{"body":"Web Integration : Perfect for web servers and Express.js applications MCP Support : Native Model Context Protocol integration HTTP Server : Built-in HTTP server capabilities NPM Package : Easy installation and integration","breadcrumbs":"Introduction Ā» šŸŸ¢ Node.js (jacsnpm)","id":"5","title":"šŸŸ¢ Node.js (jacsnpm)"},"50":{"body":"Actions : Individual steps within a task id : Unique identifier within the task name : Human-readable action name description : Detailed requirements success : Definition of successful completion failure : What constitutes failure Services : Required capabilities type : Service category requirements : Specific needs constraints : Limitations or restrictions","breadcrumbs":"Core Concepts Ā» Task Components","id":"50","title":"Task Components"},"51":{"body":"Agreements enable multi-party consent and coordination between agents.","breadcrumbs":"Core Concepts Ā» Agreements","id":"51","title":"Agreements"},"52":{"body":"{ \"jacsType\": \"agreement\", \"title\": \"Task Acceptance Agreement\", \"question\": \"Do you agree to complete the marketing copy task?\", \"context\": \"Task ID: abc123, Deadline: 2024-01-20\", \"agents\": [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ], \"jacsAgreement\": { \"agent-1-uuid\": { \"agentID\": \"agent-1-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T10:30:00Z\" }, \"agent-2-uuid\": { \"agentID\": \"agent-2-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T11:15:00Z\" } // agent-3-uuid has not signed yet }, \"jacsAgreementHash\": \"hash-of-agreement-content\"\n}","breadcrumbs":"Core Concepts Ā» Agreement Structure","id":"52","title":"Agreement Structure"},"53":{"body":"Creation : Initial agent creates agreement with required participants Distribution : Agreement sent to all required agents Review : Each agent reviews terms and conditions Signing : Agents add their signatures if they consent Completion : Agreement becomes binding when all parties have signed Verification : Any party can verify all signatures","breadcrumbs":"Core Concepts Ā» Agreement Process","id":"53","title":"Agreement Process"},"54":{"body":"Task Agreements : Consent to perform specific work Service Agreements : Long-term service provision contracts Data Sharing Agreements : Permission to access or use data Update Agreements : Consent to system or process changes","breadcrumbs":"Core Concepts Ā» Agreement Types","id":"54","title":"Agreement Types"},"55":{"body":"JACS uses industry-standard cryptographic primitives for security.","breadcrumbs":"Core Concepts Ā» Cryptographic Security","id":"55","title":"Cryptographic Security"},"56":{"body":"Current Standards Ed25519 : Fast elliptic curve signatures (recommended) RSA-PSS : Traditional RSA with probabilistic signature scheme Post-Quantum Dilithium : NIST-standardized post-quantum signatures Falcon : Alternative post-quantum option","breadcrumbs":"Core Concepts Ā» Supported Algorithms","id":"56","title":"Supported Algorithms"},"57":{"body":"Content Extraction : Specific fields are extracted for signing Canonicalization : Fields are sorted and formatted consistently Hashing : SHA-256 hash of the canonical content Signing : Private key signs the hash Verification : Public key verifies the signature","breadcrumbs":"Core Concepts Ā» Signature Process","id":"57","title":"Signature Process"},"58":{"body":"Agent Keys : Each agent has a unique key pair Public Key Distribution : Public keys shared through secure channels Key Rotation : Agents can update keys while maintaining identity Key Verification : Public key hashes ensure integrity","breadcrumbs":"Core Concepts Ā» Key Management","id":"58","title":"Key Management"},"59":{"body":"JACS provides comprehensive versioning for tracking document evolution.","breadcrumbs":"Core Concepts Ā» Versioning and Audit Trails","id":"59","title":"Versioning and Audit Trails"},"6":{"body":"AI/ML Integration : Ideal for AI and machine learning workflows FastMCP : Advanced MCP server implementations PyPI Package : Simple pip install integration Data Science : Perfect for Jupyter notebooks and data pipelines","breadcrumbs":"Introduction Ā» šŸ Python (jacspy)","id":"6","title":"šŸ Python (jacspy)"},"60":{"body":"Immutable IDs : jacsId never changes for a document Version IDs : jacsVersion changes with each update Previous Versions : jacsPreviousVersion creates a chain Timestamps : jacsVersionDate provides chronological order","breadcrumbs":"Core Concepts Ā» Version Management","id":"60","title":"Version Management"},"61":{"body":"Complete History : Track all changes to any document Attribution : Know exactly who made each change Verification : Cryptographic proof of authenticity Compliance : Meet regulatory audit requirements","breadcrumbs":"Core Concepts Ā» Audit Trail Benefits","id":"61","title":"Audit Trail Benefits"},"62":{"body":"JACS documents are designed to be storage and transport agnostic.","breadcrumbs":"Core Concepts Ā» Storage and Transport","id":"62","title":"Storage and Transport"},"63":{"body":"File System : Simple JSON files Databases : Store as JSON/JSONB fields Object Storage : S3, Azure Blob, Google Cloud Storage Version Control : Git repositories for change tracking","breadcrumbs":"Core Concepts Ā» Storage Options","id":"63","title":"Storage Options"},"64":{"body":"HTTP APIs : RESTful or GraphQL endpoints Message Queues : RabbitMQ, Kafka, SQS Email : Documents as attachments Direct Transfer : USB drives, file sharing","breadcrumbs":"Core Concepts Ā» Transport Mechanisms","id":"64","title":"Transport Mechanisms"},"65":{"body":"JSON : Universal compatibility across all systems Schema Validation : Ensures consistent structure Self-Contained : All necessary information in the document Human Readable : Can be inspected and debugged easily","breadcrumbs":"Core Concepts Ā» Format Compatibility","id":"65","title":"Format Compatibility"},"66":{"body":"Now that you understand the core concepts: Quick Start - Try JACS hands-on Choose Implementation : Rust CLI for command-line usage Node.js for web applications Python for AI/ML workflows Examples - See real-world usage patterns","breadcrumbs":"Core Concepts Ā» Next Steps","id":"66","title":"Next Steps"},"67":{"body":"This guide will get you up and running with JACS in under 10 minutes. We'll create an agent, generate a task, and demonstrate the core workflow across all three implementations.","breadcrumbs":"Quick Start Ā» Quick Start Guide","id":"67","title":"Quick Start Guide"},"68":{"body":"Select the implementation that best fits your needs: šŸ¦€ Rust CLI","breadcrumbs":"Quick Start Ā» Choose Your Implementation","id":"68","title":"Choose Your Implementation"},"69":{"body":"# Install from crates.io\ncargo install jacs # Or build from source\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacs\ncargo install --path . --features=\"cli\"","breadcrumbs":"Quick Start Ā» Install Rust CLI","id":"69","title":"Install Rust CLI"},"7":{"body":"Choose your implementation and get started in minutes:","breadcrumbs":"Introduction Ā» Quick Start","id":"7","title":"Quick Start"},"70":{"body":"# Create configuration and agent in one step\njacs init # This creates:\n# - ~/.jacs/config.json\n# - Agent keys and documents\n# - Basic directory structure","breadcrumbs":"Quick Start Ā» Initialize JACS","id":"70","title":"Initialize JACS"},"71":{"body":"# Create a specialized agent\njacs agent create --type \"Content Creator\" --name \"ContentBot\" # View your agent\njacs agent show","breadcrumbs":"Quick Start Ā» Create Your First Agent","id":"71","title":"Create Your First Agent"},"72":{"body":"# Create a task document\njacs task create \\ --title \"Write Product Description\" \\ --description \"Create compelling copy for new product launch\" \\ --success \"Engaging 200-word description completed\" # The task is automatically signed by your agent šŸŸ¢ Node.js","breadcrumbs":"Quick Start Ā» Create and Sign a Task","id":"72","title":"Create and Sign a Task"},"73":{"body":"npm install jacsnpm","breadcrumbs":"Quick Start Ā» Install Node.js Package","id":"73","title":"Install Node.js Package"},"74":{"body":"import { JacsAgent, JacsConfig } from 'jacsnpm';\nimport fs from 'fs'; // Create configuration\nconst config = { jacs_agent_id_and_version: null, jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\"\n}; // Save config\nfs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2)); // Create agent\nconst agent = new JacsAgent('./jacs.config.json');","breadcrumbs":"Quick Start Ā» Basic Setup","id":"74","title":"Basic Setup"},"75":{"body":"// Create agent with services\nconst agentData = { name: \"Content Creator Bot\", description: \"AI agent specialized in content creation\", services: [ { type: \"content_generation\", name: \"Product Description Writer\", description: \"Creates compelling product descriptions\", success: \"Engaging copy that converts visitors\", failure: \"Generic or low-quality content\" } ]\n}; // Generate keys and create agent\nawait agent.generateKeys();\nconst agentDoc = await agent.createAgent(agentData);\nconsole.log('Agent created:', agentDoc.jacsId);","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"75","title":"Create Agent Document"},"76":{"body":"// Create task document\nconst task = { title: \"Write Product Description\", description: \"Create compelling copy for new product launch\", actions: [ { id: \"research\", name: \"Product Research\", description: \"Analyze product features and benefits\", success: \"Complete understanding of product value\", failure: \"Insufficient product knowledge\" }, { id: \"write\", name: \"Write Copy\", description: \"Create engaging product description\", success: \"200-word compelling description\", failure: \"Generic or unconvincing copy\" } ]\n}; // Sign and create task\nconst signedTask = await agent.createTask(task);\nconsole.log('Task created:', signedTask.jacsId); šŸ Python","breadcrumbs":"Quick Start Ā» Create a Task","id":"76","title":"Create a Task"},"77":{"body":"pip install jacs","breadcrumbs":"Quick Start Ā» Install Python Package","id":"77","title":"Install Python Package"},"78":{"body":"import jacs\nimport json\nimport os # Create configuration\nconfig = { \"jacs_agent_id_and_version\": None, \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(\"./jacs_data\", exist_ok=True)\nos.makedirs(\"./jacs_keys\", exist_ok=True) # Save config\nwith open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) # Create agent\nagent = jacs.Agent(\"./jacs.config.json\")","breadcrumbs":"Quick Start Ā» Basic Setup","id":"78","title":"Basic Setup"},"79":{"body":"# Define agent capabilities\nagent_data = { \"name\": \"Content Creator Bot\", \"description\": \"AI agent specialized in content creation\", \"services\": [ { \"type\": \"content_generation\", \"name\": \"Product Description Writer\", \"description\": \"Creates compelling product descriptions\", \"success\": \"Engaging copy that converts visitors\", \"failure\": \"Generic or low-quality content\" } ]\n} # Generate keys and create agent\nagent.generate_keys()\nagent_doc = agent.create_agent(agent_data)\nprint(f'Agent created: {agent_doc[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"79","title":"Create Agent Document"},"8":{"body":"cargo install jacs\njacs init # Create config and agent\njacs agent create --type \"MyAgent\"","breadcrumbs":"Introduction Ā» Rust CLI","id":"8","title":"Rust CLI"},"80":{"body":"# Define task\ntask = { \"title\": \"Write Product Description\", \"description\": \"Create compelling copy for new product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Product Research\", \"description\": \"Analyze product features and benefits\", \"success\": \"Complete understanding of product value\", \"failure\": \"Insufficient product knowledge\" }, { \"id\": \"write\", \"name\": \"Write Copy\", \"description\": \"Create engaging product description\", \"success\": \"200-word compelling description\", \"failure\": \"Generic or unconvincing copy\" } ]\n} # Sign and create task\nsigned_task = agent.create_task(task)\nprint(f'Task created: {signed_task[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create a Task","id":"80","title":"Create a Task"},"81":{"body":"When you completed the quick start, several important things occurred:","breadcrumbs":"Quick Start Ā» Understanding What Happened","id":"81","title":"Understanding What Happened"},"82":{"body":"A unique identity (UUID) was generated for your agent Cryptographic key pair was created for signing Agent document was created and self-signed Public key was stored for verification","breadcrumbs":"Quick Start Ā» 1. Agent Creation","id":"82","title":"1. Agent Creation"},"83":{"body":"Storage directories were configured Cryptographic algorithm was selected Agent identity was linked to configuration","breadcrumbs":"Quick Start Ā» 2. Configuration Setup","id":"83","title":"2. Configuration Setup"},"84":{"body":"Task document was structured according to JACS schema Document was signed with your agent's private key SHA-256 hash was calculated for integrity Signature metadata was embedded in the document","breadcrumbs":"Quick Start Ā» 3. Task Creation","id":"84","title":"3. 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console.log('JACS Node.js bindings loaded successfully!'); // Test basic functionality\ntry { const config = { jacs_data_directory: \"./test_data\", jacs_key_directory: \"./test_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\" }; const agent = new JacsAgent(config); console.log('Agent created successfully!');\n} catch (error) { console.error('Error creating agent:', error);\n} Run the test: node test.js","breadcrumbs":"Installation Ā» Verify Installation","id":"104","title":"Verify Installation"},"105":{"body":"The jacsnpm package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"105","title":"Package Structure"},"106":{"body":"import { JacsAgent, JacsConfig, JacsDocument, JacsError\n} from 'jacsnpm';","breadcrumbs":"Installation Ā» Core Module (jacsnpm)","id":"106","title":"Core Module (jacsnpm)"},"107":{"body":"import { JacsMcpServer, createJacsMiddleware } from 'jacsnpm/mcp';","breadcrumbs":"Installation Ā» MCP Integration (jacsnpm/mcp)","id":"107","title":"MCP Integration (jacsnpm/mcp)"},"108":{"body":"import { JacsHttpServer, createJacsRouter } from 'jacsnpm/http';","breadcrumbs":"Installation Ā» HTTP Server (jacsnpm/http)","id":"108","title":"HTTP Server (jacsnpm/http)"},"109":{"body":"The package includes full TypeScript definitions: import { JacsAgent, JacsConfig, AgentDocument, TaskDocument, AgreementDocument } from 'jacsnpm'; interface MyConfig extends JacsConfig { custom_field?: string;\n} const config: MyConfig = { jacs_data_directory: \"./data\", jacs_key_directory: \"./keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\", custom_field: \"value\"\n}; const agent: JacsAgent = new JacsAgent(config);","breadcrumbs":"Installation Ā» TypeScript Support","id":"109","title":"TypeScript Support"},"11":{"body":"JACS is ideal for scenarios where you need: Multi-agent systems where agents need to trust each other Task delegation with verifiable completion and approval Audit trails for AI decision-making processes Secure data exchange between AI systems Compliance requirements for AI system interactions Version control for AI-generated content and decisions","breadcrumbs":"Introduction Ā» When to Use JACS","id":"11","title":"When to Use JACS"},"110":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"110","title":"Configuration"},"111":{"body":"const config = { // Required fields jacs_data_directory: \"./jacs_data\", // Where documents are stored jacs_key_directory: \"./jacs_keys\", // Where keys are stored jacs_default_storage: \"fs\", // Storage backend jacs_agent_key_algorithm: \"Ed25519\", // Signing algorithm // Optional fields jacs_agent_id_and_version: null, // Existing agent to load jacs_agent_private_key_filename: \"private.pem\", jacs_agent_public_key_filename: \"public.pem\"\n};","breadcrumbs":"Installation Ā» Basic Configuration","id":"111","title":"Basic Configuration"},"112":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import fs from 'fs'; const config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8'));\nconst agent = new JacsAgent(config);","breadcrumbs":"Installation Ā» Configuration File","id":"112","title":"Configuration File"},"113":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" const config = { jacs_data_directory: process.env.JACS_DATA_DIRECTORY || \"./jacs_data\", jacs_key_directory: process.env.JACS_KEY_DIRECTORY || \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: process.env.JACS_AGENT_KEY_ALGORITHM || \"Ed25519\"\n};","breadcrumbs":"Installation Ā» Environment Variables","id":"113","title":"Environment Variables"},"114":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"114","title":"Storage Backends"},"115":{"body":"const config = { jacs_default_storage: \"fs\", jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\"\n};","breadcrumbs":"Installation Ā» File System (Default)","id":"115","title":"File System (Default)"},"116":{"body":"const config = { jacs_default_storage: \"s3\", jacs_s3_bucket: \"my-jacs-bucket\", jacs_s3_region: \"us-west-2\", jacs_s3_prefix: \"jacs/\"\n};","breadcrumbs":"Installation Ā» S3 Storage","id":"116","title":"S3 Storage"},"117":{"body":"const config = { jacs_default_storage: \"azure\", jacs_azure_account: \"myaccount\", jacs_azure_container: \"jacs\", jacs_azure_key: process.env.AZURE_STORAGE_KEY\n};","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"117","title":"Azure Blob Storage"},"118":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"118","title":"Cryptographic Algorithms"},"119":{"body":"const config = { jacs_agent_key_algorithm: \"Ed25519\"\n}; Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"119","title":"Ed25519 (Recommended)"},"12":{"body":"","breadcrumbs":"Introduction Ā» Why JACS?","id":"12","title":"Why JACS?"},"120":{"body":"const config = { jacs_agent_key_algorithm: \"RSA\"\n}; Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"120","title":"RSA-PSS"},"121":{"body":"const config = { jacs_agent_key_algorithm: \"Dilithium\"\n}; Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"121","title":"Post-Quantum (Experimental)"},"122":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"122","title":"Development Setup"},"123":{"body":"my-jacs-project/\nā”œā”€ā”€ package.json\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.js\nā”‚ ā”œā”€ā”€ tasks.js\nā”‚ ā””ā”€ā”€ agreements.js\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā””ā”€ā”€ jacs_keys/ ā”œā”€ā”€ private.pem ā””ā”€ā”€ public.pem","breadcrumbs":"Installation Ā» Project Structure","id":"123","title":"Project Structure"},"124":{"body":"{ \"name\": \"my-jacs-app\", \"version\": \"1.0.0\", \"type\": \"module\", \"dependencies\": { \"jacsnpm\": \"^0.1.0\", \"express\": \"^4.18.0\" }, \"scripts\": { \"start\": \"node src/app.js\", \"test\": \"node test/test.js\", \"dev\": \"nodemon src/app.js\" }\n}","breadcrumbs":"Installation Ā» Package.json Setup","id":"124","title":"Package.json Setup"},"125":{"body":"// src/app.js\nimport { JacsAgent } from 'jacsnpm';\nimport fs from 'fs'; // Load configuration\nconst config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8')); // Create agent\nconst agent = new JacsAgent(config); // Initialize if needed\nif (!config.jacs_agent_id_and_version) { await agent.generateKeys(); const agentDoc = await agent.createAgent({ name: \"My JACS Agent\", description: \"Example Node.js JACS agent\" }); // Update config with agent ID config.jacs_agent_id_and_version = `${agentDoc.jacsId}:${agentDoc.jacsVersion}`; fs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2));\n} console.log('JACS agent ready!');","breadcrumbs":"Installation Ā» Basic Application","id":"125","title":"Basic Application"},"126":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"126","title":"Common Issues"},"127":{"body":"If you get Module not found errors: # Check Node.js version\nnode --version # Should be 16+ # Clear node_modules and reinstall\nrm -rf node_modules package-lock.json\nnpm install","breadcrumbs":"Installation Ā» Module Not Found","id":"127","title":"Module Not Found"},"128":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"128","title":"Permission Errors"},"129":{"body":"If you get binary compatibility errors: # Rebuild native modules\nnpm rebuild # Or reinstall\nnpm uninstall jacsnpm\nnpm install jacsnpm","breadcrumbs":"Installation Ā» Binary Compatibility","id":"129","title":"Binary Compatibility"},"13":{"body":"Unlike general-purpose signing frameworks, JACS is specifically designed for AI agent communication patterns - tasks, agreements, and collaborative workflows.","breadcrumbs":"Introduction Ā» šŸŽÆ Agent-Focused Design","id":"13","title":"šŸŽÆ Agent-Focused Design"},"130":{"body":"If TypeScript can't find definitions: // tsconfig.json\n{ \"compilerOptions\": { \"moduleResolution\": \"node\", \"esModuleInterop\": true, \"allowSyntheticDefaultImports\": true }\n}","breadcrumbs":"Installation Ā» TypeScript Issues","id":"130","title":"TypeScript Issues"},"131":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support HTTP Server - Create JACS HTTP APIs Express Middleware - Integrate with Express.js API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"131","title":"Next Steps"},"132":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Express.js middleware integration MCP server implementation","breadcrumbs":"Installation Ā» Examples","id":"132","title":"Examples"},"133":{"body":"","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"133","title":"Basic Usage"},"134":{"body":"JACS provides native integration with the Model Context Protocol (MCP) , enabling secure agent communication within AI systems. This allows JACS agents to be used directly as MCP servers or clients.","breadcrumbs":"MCP Integration Ā» Model Context Protocol (MCP) Integration","id":"134","title":"Model Context Protocol (MCP) Integration"},"135":{"body":"Model Context Protocol is a standard for AI models to securely access external tools, data, and services. JACS enhances MCP by adding: Cryptographic verification of tool outputs Agent identity for all operations Audit trails of all MCP interactions Multi-agent agreements for complex workflows","breadcrumbs":"MCP Integration Ā» What is MCP?","id":"135","title":"What is MCP?"},"136":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"136","title":"Quick Start"},"137":{"body":"import { JacsMcpServer } from 'jacsnpm/mcp'; // Create a JACS-enabled MCP server\nconst server = new JacsMcpServer({ name: \"JACS Task Server\", version: \"1.0.0\", configPath: './jacs.config.json'\n}); // Add JACS tools automatically\nserver.addJacsTools(); // Start the server\nawait server.start();\nconsole.log('JACS MCP Server running!');","breadcrumbs":"MCP Integration Ā» Basic MCP Server","id":"137","title":"Basic MCP Server"},"138":{"body":"import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';\nimport { createJacsMiddleware } from 'jacsnpm/mcp'; const server = new McpServer({ name: \"MyServer\", version: \"1.0.0\" }); // Add JACS middleware\nserver.use(createJacsMiddleware({ configPath: './jacs.config.json' })); await server.start();","breadcrumbs":"MCP Integration Ā» Using with Existing MCP Server","id":"138","title":"Using with Existing MCP Server"},"139":{"body":"When you add JACS to an MCP server, it provides these tools:","breadcrumbs":"MCP Integration Ā» Available Tools","id":"139","title":"Available Tools"},"14":{"body":"With built-in observability, multiple storage backends, and comprehensive error handling, JACS is ready for production AI systems.","breadcrumbs":"Introduction Ā» šŸš€ Production Ready","id":"14","title":"šŸš€ Production Ready"},"140":{"body":"jacs_create_agent - Create new JACS agents jacs_update_agent - Update agent information jacs_verify_agent - Verify agent signatures jacs_list_agents - List all known agents","breadcrumbs":"MCP Integration Ā» Agent Management","id":"140","title":"Agent Management"},"141":{"body":"jacs_create_task - Create signed task documents jacs_assign_task - Delegate tasks to other agents jacs_complete_task - Mark tasks as completed jacs_verify_task - Verify task signatures","breadcrumbs":"MCP Integration Ā» Task Management","id":"141","title":"Task Management"},"142":{"body":"jacs_create_agreement - Create multi-party agreements jacs_sign_agreement - Add signature to agreement jacs_verify_agreement - Check agreement completeness jacs_list_agreements - Show pending/completed agreements","breadcrumbs":"MCP Integration Ā» Agreement Management","id":"142","title":"Agreement Management"},"143":{"body":"jacs_create_document - Create and sign any document jacs_verify_document - Verify document integrity jacs_list_documents - List all documents jacs_get_document - Retrieve specific document","breadcrumbs":"MCP Integration Ā» Document Operations","id":"143","title":"Document Operations"},"144":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"144","title":"Configuration"},"145":{"body":"const serverConfig = { // MCP Server settings name: \"JACS Agent Server\", version: \"1.0.0\", // JACS Configuration configPath: './jacs.config.json', // Optional: Custom tools enabledTools: [ 'jacs_create_task', 'jacs_verify_task', 'jacs_create_agreement', 'jacs_sign_agreement' ], // Optional: Auto-initialization autoInit: true, createAgentOnInit: true\n}; const server = new JacsMcpServer(serverConfig);","breadcrumbs":"MCP Integration Ā» Server Configuration","id":"145","title":"Server Configuration"},"146":{"body":"const middlewareConfig = { configPath: './jacs.config.json', // Agent initialization autoCreateAgent: true, agentName: \"MCP JACS Agent\", agentDescription: \"Agent providing JACS services via MCP\", // Tool selection tools: ['tasks', 'agreements', 'documents'], // Security options requireSignatures: true, verifyIncomingDocuments: true\n}; server.use(createJacsMiddleware(middlewareConfig));","breadcrumbs":"MCP Integration Ā» Middleware Configuration","id":"146","title":"Middleware Configuration"},"147":{"body":"","breadcrumbs":"MCP Integration Ā» Tool Usage Examples","id":"147","title":"Tool Usage Examples"},"148":{"body":"// MCP Client code (Claude, other AI systems)\nconst taskResult = await mcpClient.callTool('jacs_create_task', { title: \"Analyze Sales Data\", description: \"Generate insights from Q4 sales data\", actions: [ { id: \"extract\", name: \"Extract Data\", description: \"Pull sales data from database\", success: \"Complete dataset extracted\", failure: \"Unable to connect to database\" }, { id: \"analyze\", name: \"Analyze Trends\", description: \"Identify patterns and insights\", success: \"Key insights identified\", failure: \"Insufficient data for analysis\" } ]\n}); console.log('Task created:', taskResult.jacsId);\nconsole.log('Task signature:', taskResult.jacsSignature);","breadcrumbs":"MCP Integration Ā» Creating a Task","id":"148","title":"Creating a Task"},"149":{"body":"const agreementResult = await mcpClient.callTool('jacs_create_agreement', { title: \"Data Analysis Agreement\", question: \"Do you agree to analyze the Q4 sales data?\", context: \"Task requires access to confidential sales database\", agents: [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ]\n}); console.log('Agreement created:', agreementResult.jacsId);\nconsole.log('Required signatures:', agreementResult.agents.length);","breadcrumbs":"MCP Integration Ā» Creating an Agreement","id":"149","title":"Creating an Agreement"},"15":{"body":"Support for both current (RSA, Ed25519) and post-quantum cryptographic algorithms ensures your system remains secure.","breadcrumbs":"Introduction Ā» šŸ”’ Future-Proof Security","id":"15","title":"šŸ”’ Future-Proof Security"},"150":{"body":"const verificationResult = await mcpClient.callTool('jacs_verify_document', { documentId: \"task-uuid-here\"\n}); console.log('Document valid:', verificationResult.valid);\nconsole.log('Signature verified:', verificationResult.signatureValid);\nconsole.log('Hash verified:', verificationResult.hashValid);","breadcrumbs":"MCP Integration Ā» Verifying Documents","id":"150","title":"Verifying Documents"},"151":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Integration","id":"151","title":"Advanced Integration"},"152":{"body":"Add your own JACS-aware tools: import { JacsMcpServer } from 'jacsnpm/mcp'; const server = new JacsMcpServer(config); // Custom tool that creates signed reports\nserver.addTool({ name: \"create_signed_report\", description: \"Create a cryptographically signed report\", inputSchema: { type: \"object\", properties: { title: { type: \"string\" }, content: { type: \"string\" }, reportType: { type: \"string\", enum: [\"analysis\", \"summary\", \"recommendation\"] } }, required: [\"title\", \"content\", \"reportType\"] }\n}, async (params) => { const { title, content, reportType } = params; // Create report document const report = { jacsType: \"report\", title, content, reportType, generatedAt: new Date().toISOString() }; // Sign with JACS agent const signedReport = await server.jacsAgent.createDocument(report); return { success: true, document: signedReport, verification: await server.jacsAgent.verifyDocument(signedReport) };\n});","breadcrumbs":"MCP Integration Ā» Custom Tools","id":"152","title":"Custom Tools"},"153":{"body":"Coordinate multiple agents through MCP: // Agent A creates a task\nconst task = await agentA.callTool('jacs_create_task', { title: \"Content Creation Pipeline\", description: \"Multi-stage content creation process\"\n}); // Create agreement for collaboration\nconst agreement = await agentA.callTool('jacs_create_agreement', { title: \"Content Collaboration Agreement\", question: \"Do you agree to participate in content creation?\", context: `Task: ${task.jacsId}`, agents: [agentA.id, agentB.id, agentC.id]\n}); // Each agent signs the agreement\nawait agentA.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentB.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentC.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId }); // Verify all signatures before proceeding\nconst verification = await agentA.callTool('jacs_verify_agreement', { agreementId: agreement.jacsId }); if (verification.complete) { console.log('All agents have signed - workflow can proceed');\n}","breadcrumbs":"MCP Integration Ā» Multi-Agent Workflows","id":"153","title":"Multi-Agent Workflows"},"154":{"body":"","breadcrumbs":"MCP Integration Ā» Transport Options","id":"154","title":"Transport Options"},"155":{"body":"import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js'; const server = new JacsMcpServer(config);\nconst transport = new StdioServerTransport();\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» Stdio Transport (Default)","id":"155","title":"Stdio Transport (Default)"},"156":{"body":"import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js'; const server = new JacsMcpServer(config);\nconst transport = new SSEServerTransport('/mcp', { port: 3000\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» SSE Transport (HTTP)","id":"156","title":"SSE Transport (HTTP)"},"157":{"body":"import { WebSocketServerTransport } from '@modelcontextprotocol/sdk/server/websocket.js'; const server = new JacsMcpServer(config);\nconst transport = new WebSocketServerTransport({ port: 3001\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» WebSocket Transport","id":"157","title":"WebSocket Transport"},"158":{"body":"","breadcrumbs":"MCP Integration Ā» Client Integration","id":"158","title":"Client Integration"},"159":{"body":"import { Client } from '@modelcontextprotocol/sdk/client/index.js';\nimport { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; // Connect to JACS MCP server\nconst transport = new StdioClientTransport({ command: 'node', args: ['jacs-mcp-server.js']\n}); const client = new Client({ name: \"JACS MCP Client\", version: \"1.0.0\"\n}, { capabilities: { tools: {} }\n}); await client.connect(transport); // List available JACS tools\nconst tools = await client.listTools();\nconsole.log('Available JACS tools:', tools.tools.map(t => t.name)); // Use JACS tools\nconst result = await client.callTool({ name: \"jacs_create_task\", arguments: { title: \"Example Task\", description: \"Task created via MCP client\" }\n}); console.log('Task created:', result.content);","breadcrumbs":"MCP Integration Ā» Using JACS with MCP Clients","id":"159","title":"Using JACS with MCP Clients"},"16":{"body":"JSON-based documents work everywhere - store them in any database, transmit over any protocol, integrate with any system.","breadcrumbs":"Introduction Ā» šŸŒ Universal Compatibility","id":"16","title":"šŸŒ Universal Compatibility"},"160":{"body":"","breadcrumbs":"MCP Integration Ā» Security Considerations","id":"160","title":"Security Considerations"},"161":{"body":"All JACS tools automatically verify signatures: // Tool implementation with verification\nserver.addTool({ name: \"process_task_result\", description: \"Process results from task completion\"\n}, async (params) => { const { taskId, result } = params; // Verify the task exists and signature is valid const task = await server.jacsAgent.getDocument(taskId); const isValid = await server.jacsAgent.verifyDocument(task); if (!isValid) { throw new Error('Invalid task signature - refusing to process'); } // Process the verified task result return processResult(result);\n});","breadcrumbs":"MCP Integration Ā» Signature Verification","id":"161","title":"Signature Verification"},"162":{"body":"Authenticate agent identity for sensitive operations: server.addTool({ name: \"access_sensitive_data\", description: \"Access sensitive data with agent verification\"\n}, async (params, context) => { const { agentId, dataType } = params; // Verify the requesting agent has proper credentials const agent = await server.jacsAgent.getAgent(agentId); const hasPermission = await checkAgentPermissions(agent, dataType); if (!hasPermission) { throw new Error('Agent lacks permission for this data type'); } return getSensitiveData(dataType);\n});","breadcrumbs":"MCP Integration Ā» Agent Authentication","id":"162","title":"Agent Authentication"},"163":{"body":"","breadcrumbs":"MCP Integration Ā» Monitoring and Observability","id":"163","title":"Monitoring and Observability"},"164":{"body":"const server = new JacsMcpServer({ ...config, logging: { logRequests: true, logSignatures: true, logVerifications: true }\n}); // Logs will include:\n// - Tool calls with agent identity\n// - Signature verification results // - Document creation/modification\n// - Agreement signing events","breadcrumbs":"MCP Integration Ā» Request Logging","id":"164","title":"Request Logging"},"165":{"body":"import { recordMcpOperation } from 'jacsnpm/observability'; server.addTool({ name: \"example_tool\"\n}, async (params) => { const startTime = Date.now(); try { const result = await performOperation(params); recordMcpOperation('example_tool', true, Date.now() - startTime); return result; } catch (error) { recordMcpOperation('example_tool', false, Date.now() - startTime); throw error; }\n});","breadcrumbs":"MCP Integration Ā» Metrics Collection","id":"165","title":"Metrics Collection"},"166":{"body":"Complete MCP integration examples are available: Basic MCP Server - Simple JACS MCP server Express Integration - MCP server with Express.js Multi-Agent Workflow - Coordinated agent collaboration Custom Tools - Building domain-specific JACS tools","breadcrumbs":"MCP Integration Ā» Examples","id":"166","title":"Examples"},"167":{"body":"","breadcrumbs":"MCP Integration Ā» Troubleshooting","id":"167","title":"Troubleshooting"},"168":{"body":"# Test MCP server connectivity\necho '{\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"initialize\", \"params\": {\"protocolVersion\": \"2024-11-05\", \"capabilities\": {}}}' | node jacs-mcp-server.js","breadcrumbs":"MCP Integration Ā» Connection Issues","id":"168","title":"Connection Issues"},"169":{"body":"// Verify tools are registered correctly\nconst server = new JacsMcpServer(config);\nawait server.start(); const tools = await server.listTools();\nconsole.log('Registered tools:', tools.map(t => t.name));","breadcrumbs":"MCP Integration Ā» Tool Registration Problems","id":"169","title":"Tool Registration Problems"},"17":{"body":"Whether you're building a simple CLI tool or a complex multi-agent system, JACS adapts to your architecture.","breadcrumbs":"Introduction Ā» šŸ§© Flexible Integration","id":"17","title":"šŸ§© Flexible Integration"},"170":{"body":"// Debug signature issues\ntry { const result = await mcpClient.callTool('jacs_verify_document', { documentId: 'problematic-doc-id' });\n} catch (error) { console.error('Verification details:', error.details); // Check agent keys, document integrity, etc.\n} For more details, see the API Reference and complete examples .","breadcrumbs":"MCP Integration Ā» Signature Verification Failures","id":"170","title":"Signature Verification Failures"},"171":{"body":"","breadcrumbs":"HTTP Server Ā» HTTP Server","id":"171","title":"HTTP Server"},"172":{"body":"","breadcrumbs":"Express Middleware Ā» Express Middleware","id":"172","title":"Express Middleware"},"173":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"173","title":"API Reference"},"174":{"body":"The JACS Python package (jacs) provides Python bindings to the JACS Rust library, making it easy to integrate JACS into AI/ML workflows, data science projects, and Python applications.","breadcrumbs":"Installation Ā» Python Installation","id":"174","title":"Python Installation"},"175":{"body":"Python : Version 3.10 or higher pip : For package management Operating System : Linux, macOS, or Windows with WSL Architecture : x86_64 or ARM64","breadcrumbs":"Installation Ā» Requirements","id":"175","title":"Requirements"},"176":{"body":"","breadcrumbs":"Installation Ā» Installation","id":"176","title":"Installation"},"177":{"body":"pip install jacs","breadcrumbs":"Installation Ā» Using pip","id":"177","title":"Using pip"},"178":{"body":"conda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Using conda","id":"178","title":"Using conda"},"179":{"body":"poetry add jacs","breadcrumbs":"Installation Ā» Using poetry","id":"179","title":"Using poetry"},"18":{"body":"Core Concepts - Understand agents, documents, and agreements Quick Start Guide - Get up and running in minutes Choose Your Implementation : Rust CLI & Library Node.js Package Python Package","breadcrumbs":"Introduction Ā» Getting Started","id":"18","title":"Getting Started"},"180":{"body":"# Clone the repository\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacspy # Create virtual environment\npython -m venv .venv\nsource .venv/bin/activate # On Windows: .venv\\Scripts\\activate # Install in development mode\npip install -e .","breadcrumbs":"Installation Ā» Development Installation","id":"180","title":"Development Installation"},"181":{"body":"Create a simple test to verify everything is working: # test.py\nimport jacs\nimport json print('JACS Python bindings loaded successfully!') # Test basic functionality\ntry: config = { \"jacs_data_directory\": \"./test_data\", \"jacs_key_directory\": \"./test_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } agent = jacs.Agent(config) print('Agent created successfully!')\nexcept Exception as error: print(f'Error creating agent: {error}') Run the test: python test.py","breadcrumbs":"Installation Ā» Verify Installation","id":"181","title":"Verify Installation"},"182":{"body":"The jacs package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"182","title":"Package Structure"},"183":{"body":"import jacs # Core classes\nagent = jacs.Agent(config)\ndocument = jacs.Document(data)\ntask = jacs.Task(config)","breadcrumbs":"Installation Ā» Core Module","id":"183","title":"Core Module"},"184":{"body":"from jacs.mcp import JacsMcpServer, create_jacs_middleware # MCP server functionality\nserver = JacsMcpServer(config)","breadcrumbs":"Installation Ā» MCP Integration","id":"184","title":"MCP Integration"},"185":{"body":"from jacs.fastmcp import FastMcpServer, JacsTools # Advanced MCP server with FastMCP\nserver = FastMcpServer()\nserver.add_jacs_tools()","breadcrumbs":"Installation Ā» FastMCP Integration","id":"185","title":"FastMCP Integration"},"186":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"186","title":"Configuration"},"187":{"body":"config = { # Required fields \"jacs_data_directory\": \"./jacs_data\", # Where documents are stored \"jacs_key_directory\": \"./jacs_keys\", # Where keys are stored \"jacs_default_storage\": \"fs\", # Storage backend \"jacs_agent_key_algorithm\": \"Ed25519\", # Signing algorithm # Optional fields \"jacs_agent_id_and_version\": None, # Existing agent to load \"jacs_agent_private_key_filename\": \"private.pem\", \"jacs_agent_public_key_filename\": \"public.pem\"\n}","breadcrumbs":"Installation Ā» Basic Configuration","id":"187","title":"Basic Configuration"},"188":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import json with open('jacs.config.json', 'r') as f: config = json.load(f) agent = jacs.Agent(config)","breadcrumbs":"Installation Ā» Configuration File","id":"188","title":"Configuration File"},"189":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" import os config = { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\", \"./jacs_data\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\", \"./jacs_keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\")\n}","breadcrumbs":"Installation Ā» Environment Variables","id":"189","title":"Environment Variables"},"19":{"body":"GitHub : HumanAssisted/JACS Issues : Report bugs and feature requests Examples : Complete examples for all implementations Documentation : This comprehensive guide Ready to build trustworthy AI systems? Let's get started!","breadcrumbs":"Introduction Ā» Community and Support","id":"19","title":"Community and Support"},"190":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"190","title":"Storage Backends"},"191":{"body":"config = { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\"\n}","breadcrumbs":"Installation Ā» File System (Default)","id":"191","title":"File System (Default)"},"192":{"body":"config = { \"jacs_default_storage\": \"s3\", \"jacs_s3_bucket\": \"my-jacs-bucket\", \"jacs_s3_region\": \"us-west-2\", \"jacs_s3_prefix\": \"jacs/\"\n}","breadcrumbs":"Installation Ā» S3 Storage","id":"192","title":"S3 Storage"},"193":{"body":"config = { \"jacs_default_storage\": \"azure\", \"jacs_azure_account\": \"myaccount\", \"jacs_azure_container\": \"jacs\", \"jacs_azure_key\": os.getenv(\"AZURE_STORAGE_KEY\")\n}","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"193","title":"Azure Blob Storage"},"194":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"194","title":"Cryptographic Algorithms"},"195":{"body":"config = { \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"195","title":"Ed25519 (Recommended)"},"196":{"body":"config = { \"jacs_agent_key_algorithm\": \"RSA\"\n} Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"196","title":"RSA-PSS"},"197":{"body":"config = { \"jacs_agent_key_algorithm\": \"Dilithium\"\n} Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"197","title":"Post-Quantum (Experimental)"},"198":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"198","title":"Development Setup"},"199":{"body":"my-jacs-project/\nā”œā”€ā”€ requirements.txt\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.py\nā”‚ ā”œā”€ā”€ tasks.py\nā”‚ ā””ā”€ā”€ agreements.py\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā”œā”€ā”€ jacs_keys/\nā”‚ ā”œā”€ā”€ private.pem\nā”‚ ā””ā”€ā”€ public.pem\nā””ā”€ā”€ tests/ ā””ā”€ā”€ test_jacs.py","breadcrumbs":"Installation Ā» Project Structure","id":"199","title":"Project Structure"},"2":{"body":"šŸ” Cryptographic Security : RSA, Ed25519, and post-quantum cryptographic algorithms šŸ“‹ JSON Schema Validation : Enforced document structure and validation šŸ¤ Multi-Agent Agreements : Built-in support for agent collaboration and task agreements šŸ” Full Audit Trail : Complete versioning and modification history šŸŒ Multiple Language Support : Rust, Node.js, and Python implementations šŸ”Œ MCP Integration : Native Model Context Protocol support šŸ“Š Observability : Built-in logging and metrics for production systems","breadcrumbs":"Introduction Ā» Key Features","id":"2","title":"Key Features"},"20":{"body":"JACS (JSON Agent Communication Standard) is a comprehensive framework designed to solve a critical problem in AI systems: How do agents communicate and collaborate securely with verifiable trust?","breadcrumbs":"What is JACS? Ā» What is JACS?","id":"20","title":"What is JACS?"},"200":{"body":"jacs>=0.1.0\nfastapi>=0.100.0 # For FastMCP integration\nuvicorn>=0.23.0 # For ASGI server\npydantic>=2.0.0 # For data validation","breadcrumbs":"Installation Ā» Requirements.txt Setup","id":"200","title":"Requirements.txt Setup"},"201":{"body":"# src/app.py\nimport jacs\nimport json\nimport os def main(): # Load configuration with open('jacs.config.json', 'r') as f: config = json.load(f) # Create agent agent = jacs.Agent(config) # Initialize if needed if not config.get(\"jacs_agent_id_and_version\"): agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"My Python JACS Agent\", \"description\": \"Example Python JACS agent\" }) # Update config with agent ID config[\"jacs_agent_id_and_version\"] = f\"{agent_doc['jacsId']}:{agent_doc['jacsVersion']}\" with open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) print('JACS agent ready!') return agent if __name__ == \"__main__\": agent = main()","breadcrumbs":"Installation Ā» Basic Application","id":"201","title":"Basic Application"},"202":{"body":"","breadcrumbs":"Installation Ā» Virtual Environment Setup","id":"202","title":"Virtual Environment Setup"},"203":{"body":"# Create virtual environment\npython -m venv jacs-env # Activate (Linux/macOS)\nsource jacs-env/bin/activate # Activate (Windows)\njacs-env\\Scripts\\activate # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using venv","id":"203","title":"Using venv"},"204":{"body":"# Create conda environment\nconda create -n jacs-env python=3.11 # Activate environment\nconda activate jacs-env # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using conda","id":"204","title":"Using conda"},"205":{"body":"# Initialize poetry project\npoetry init # Add JACS dependency\npoetry add jacs # Install dependencies\npoetry install # Activate shell\npoetry shell","breadcrumbs":"Installation Ā» Using poetry","id":"205","title":"Using poetry"},"206":{"body":"# Install Jupyter in your JACS environment\npip install jupyter # Start Jupyter\njupyter notebook # In your notebook\nimport jacs\nimport json\nimport os # Setup configuration\nconfig = { \"jacs_data_directory\": \"./notebook_data\", \"jacs_key_directory\": \"./notebook_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) print(\"JACS ready for notebook use!\")","breadcrumbs":"Installation Ā» Jupyter Notebook Setup","id":"206","title":"Jupyter Notebook Setup"},"207":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"207","title":"Common Issues"},"208":{"body":"If you get ModuleNotFoundError: No module named 'jacs': # Check Python version\npython --version # Should be 3.10+ # Check if jacs is installed\npip list | grep jacs # Reinstall if needed\npip uninstall jacs\npip install jacs","breadcrumbs":"Installation Ā» Module Not Found","id":"208","title":"Module Not Found"},"209":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"209","title":"Permission Errors"},"21":{"body":"As AI systems become more sophisticated, we're moving toward multi-agent architectures where different AI agents need to: Exchange tasks and delegate work to each other Create agreements and verify their completion Share data with guaranteed authenticity Maintain audit trails of decisions and actions Establish trust without centralized authorities Traditional approaches fall short because they lack: Cryptographic integrity for agent communications Standardized formats for agent interactions Built-in versioning and audit trails Support for multi-agent agreements and workflows","breadcrumbs":"What is JACS? Ā» The Problem JACS Solves","id":"21","title":"The Problem JACS Solves"},"210":{"body":"If you get binary compatibility errors: # Update pip and reinstall\npip install --upgrade pip\npip uninstall jacs\npip install jacs --no-cache-dir","breadcrumbs":"Installation Ā» Binary Compatibility","id":"210","title":"Binary Compatibility"},"211":{"body":"On Windows, you may need Visual C++ Build Tools: # Install Visual C++ Build Tools\n# Or use conda-forge\nconda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Windows Issues","id":"211","title":"Windows Issues"},"212":{"body":"JACS includes type hints for better IDE support: from typing import Dict, List, Any\nimport jacs # Type hints work with modern IDEs\nconfig: Dict[str, Any] = { \"jacs_data_directory\": \"./data\", \"jacs_key_directory\": \"./keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent: jacs.Agent = jacs.Agent(config)\nagent_doc: Dict[str, Any] = agent.create_agent({ \"name\": \"Typed Agent\", \"description\": \"Agent with type hints\"\n})","breadcrumbs":"Installation Ā» Type Hints and IDE Support","id":"212","title":"Type Hints and IDE Support"},"213":{"body":"# tests/test_jacs.py\nimport unittest\nimport tempfile\nimport os\nimport jacs class TestJACS(unittest.TestCase): def setUp(self): self.temp_dir = tempfile.mkdtemp() self.config = { \"jacs_data_directory\": os.path.join(self.temp_dir, \"data\"), \"jacs_key_directory\": os.path.join(self.temp_dir, \"keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Create directories os.makedirs(self.config[\"jacs_data_directory\"]) os.makedirs(self.config[\"jacs_key_directory\"]) self.agent = jacs.Agent(self.config) def test_agent_creation(self): self.agent.generate_keys() agent_doc = self.agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Agent for testing\" }) self.assertIn(\"jacsId\", agent_doc) self.assertIn(\"jacsVersion\", agent_doc) self.assertIn(\"name\", agent_doc) def tearDown(self): import shutil shutil.rmtree(self.temp_dir) if __name__ == \"__main__\": unittest.main()","breadcrumbs":"Installation Ā» Testing Setup","id":"213","title":"Testing Setup"},"214":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"214","title":"Next Steps"},"215":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Jupyter notebook workflows FastMCP server implementation AI/ML pipeline integration","breadcrumbs":"Installation Ā» Examples","id":"215","title":"Examples"},"216":{"body":"This guide covers the fundamental operations you can perform with JACS in Python, from creating agents to managing tasks and documents.","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"216","title":"Basic Usage"},"217":{"body":"Here's a complete example that demonstrates the core JACS workflow: import jacs\nimport json\nimport os # Configuration\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) # Generate keys and create agent document\nagent.generate_keys()\nagent_doc = agent.create_agent({ \"name\": \"My Python Agent\", \"description\": \"A JACS agent for Python workflows\", \"type\": \"automation\"\n}) print(f\"Created agent: {agent_doc['name']}\")\nprint(f\"Agent ID: {agent_doc['jacsId']}\") # Create a task\ntask_doc = agent.create_task({ \"title\": \"Process Data\", \"description\": \"Analyze customer data and generate report\", \"priority\": \"high\", \"status\": \"pending\"\n}) print(f\"Created task: {task_doc['title']}\")\nprint(f\"Task ID: {task_doc['jacsId']}\") # Update task status\nupdated_task = agent.update_task(task_doc['jacsId'], { \"status\": \"in_progress\", \"progress\": 25\n}) print(f\"Updated task status: {updated_task['status']}\")","breadcrumbs":"Basic Usage Ā» Quick Start Example","id":"217","title":"Quick Start Example"},"218":{"body":"","breadcrumbs":"Basic Usage Ā» Agent Management","id":"218","title":"Agent Management"},"219":{"body":"import jacs # Basic agent creation\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent = jacs.Agent(config) # Generate cryptographic keys\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"Data Processor\", \"description\": \"Agent specialized in data processing tasks\", \"type\": \"data_processor\", \"capabilities\": [\"data_analysis\", \"report_generation\"], \"version\": \"1.0.0\"\n}) print(f\"Agent created with ID: {agent_doc['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating an Agent","id":"219","title":"Creating an Agent"},"22":{"body":"","breadcrumbs":"What is JACS? Ā» JACS Core Philosophy","id":"22","title":"JACS Core Philosophy"},"220":{"body":"# If you have an existing agent, specify it in config\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\", \"jacs_agent_id_and_version\": \"agent_123:1\" # Load existing agent\n} agent = jacs.Agent(config) # Agent is now loaded and ready to use\nprint(\"Existing agent loaded successfully\")","breadcrumbs":"Basic Usage Ā» Loading an Existing Agent","id":"220","title":"Loading an Existing Agent"},"221":{"body":"# Get agent information\nagent_info = agent.get_agent_info()\nprint(f\"Agent Name: {agent_info['name']}\")\nprint(f\"Agent Type: {agent_info['type']}\")\nprint(f\"Capabilities: {agent_info.get('capabilities', [])}\")","breadcrumbs":"Basic Usage Ā» Agent Information","id":"221","title":"Agent Information"},"222":{"body":"","breadcrumbs":"Basic Usage Ā» Task Management","id":"222","title":"Task Management"},"223":{"body":"# Simple task\ntask = agent.create_task({ \"title\": \"Data Analysis\", \"description\": \"Analyze sales data for Q4\", \"status\": \"pending\"\n}) # Detailed task with metadata\ndetailed_task = agent.create_task({ \"title\": \"Generate Monthly Report\", \"description\": \"Create comprehensive monthly performance report\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"data_team\", \"due_date\": \"2024-02-01\", \"tags\": [\"reporting\", \"monthly\", \"performance\"], \"metadata\": { \"department\": \"analytics\", \"report_type\": \"performance\", \"data_sources\": [\"sales\", \"marketing\", \"support\"] }\n}) print(f\"Created task: {detailed_task['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Tasks","id":"223","title":"Creating Tasks"},"224":{"body":"# Update task status\nupdated_task = agent.update_task(task['jacsId'], { \"status\": \"in_progress\", \"progress\": 50, \"notes\": \"Data collection completed, starting analysis\"\n}) # Add results to completed task\ncompleted_task = agent.update_task(task['jacsId'], { \"status\": \"completed\", \"progress\": 100, \"results\": { \"total_sales\": 1250000, \"growth_rate\": 15.3, \"top_products\": [\"Product A\", \"Product B\", \"Product C\"] }, \"completion_date\": \"2024-01-15\"\n})","breadcrumbs":"Basic Usage Ā» Updating Tasks","id":"224","title":"Updating Tasks"},"225":{"body":"# Get all tasks\nall_tasks = agent.list_tasks()\nprint(f\"Total tasks: {len(all_tasks)}\") # Filter tasks by status\npending_tasks = [task for task in all_tasks if task.get('status') == 'pending']\nprint(f\"Pending tasks: {len(pending_tasks)}\") # Get specific task\ntask_details = agent.get_task(task['jacsId'])\nprint(f\"Task: {task_details['title']}\")","breadcrumbs":"Basic Usage Ā» Querying Tasks","id":"225","title":"Querying Tasks"},"226":{"body":"","breadcrumbs":"Basic Usage Ā» Document Management","id":"226","title":"Document Management"},"227":{"body":"# Create a generic document\ndocument = agent.create_document({ \"type\": \"report\", \"title\": \"Q4 Sales Analysis\", \"content\": { \"summary\": \"Sales increased by 15% in Q4\", \"details\": { \"total_revenue\": 1250000, \"units_sold\": 5000, \"average_order_value\": 250 } }, \"author\": \"analytics_team\", \"created_date\": \"2024-01-15\"\n}) print(f\"Document created: {document['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Documents","id":"227","title":"Creating Documents"},"228":{"body":"# Update document (creates new version)\nupdated_document = agent.update_document(document['jacsId'], { \"content\": { \"summary\": \"Sales increased by 15.3% in Q4 (revised)\", \"details\": { \"total_revenue\": 1253000, # Corrected figure \"units_sold\": 5012, \"average_order_value\": 250.1 } }, \"revision_notes\": \"Corrected revenue figures\"\n}) print(f\"Document updated to version: {updated_document['jacsVersion']}\")","breadcrumbs":"Basic Usage Ā» Document Versioning","id":"228","title":"Document Versioning"},"229":{"body":"# Verify document signature\nis_valid = agent.verify_document(document['jacsId'])\nprint(f\"Document signature valid: {is_valid}\") # Get document history\nhistory = agent.get_document_history(document['jacsId'])\nprint(f\"Document has {len(history)} versions\")","breadcrumbs":"Basic Usage Ā» Document Verification","id":"229","title":"Document Verification"},"23":{"body":"JACS is built specifically for AI agent communication patterns, not as a general-purpose document signing system. It understands concepts like: Agents with identities and capabilities Tasks that can be delegated and tracked Agreements between multiple parties Versioning for iterative improvements","breadcrumbs":"What is JACS? Ā» šŸŽÆ Agent-First Design","id":"23","title":"šŸŽÆ Agent-First Design"},"230":{"body":"","breadcrumbs":"Basic Usage Ā» Agreement Management","id":"230","title":"Agreement Management"},"231":{"body":"# Create a multi-party agreement\nagreement = agent.create_agreement({ \"title\": \"Data Sharing Agreement\", \"description\": \"Agreement for sharing customer data between departments\", \"parties\": [\"analytics_team\", \"marketing_team\", \"legal_team\"], \"terms\": { \"data_types\": [\"customer_demographics\", \"purchase_history\"], \"usage_restrictions\": [\"no_external_sharing\", \"anonymization_required\"], \"duration\": \"12_months\" }, \"status\": \"draft\"\n}) print(f\"Agreement created: {agreement['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Agreements","id":"231","title":"Creating Agreements"},"232":{"body":"# Submit agreement for approval\nsubmitted_agreement = agent.update_agreement(agreement['jacsId'], { \"status\": \"pending_approval\", \"submitted_by\": \"analytics_team\", \"submitted_date\": \"2024-01-15\"\n}) # Approve agreement (would be done by each party)\napproved_agreement = agent.approve_agreement(agreement['jacsId'], { \"approver\": \"legal_team\", \"approval_date\": \"2024-01-16\", \"notes\": \"Approved with standard terms\"\n}) # Finalize agreement\nfinal_agreement = agent.finalize_agreement(agreement['jacsId'])\nprint(f\"Agreement status: {final_agreement['status']}\")","breadcrumbs":"Basic Usage Ā» Agreement Workflow","id":"232","title":"Agreement Workflow"},"233":{"body":"","breadcrumbs":"Basic Usage Ā» Working with JSON Schemas","id":"233","title":"Working with JSON Schemas"},"234":{"body":"# Define a custom schema for your documents\ntask_schema = { \"type\": \"object\", \"properties\": { \"title\": {\"type\": \"string\", \"minLength\": 1}, \"description\": {\"type\": \"string\"}, \"priority\": {\"type\": \"string\", \"enum\": [\"low\", \"medium\", \"high\"]}, \"status\": {\"type\": \"string\", \"enum\": [\"pending\", \"in_progress\", \"completed\"]}, \"assignee\": {\"type\": \"string\"}, \"due_date\": {\"type\": \"string\", \"format\": \"date\"} }, \"required\": [\"title\", \"description\", \"status\"]\n} # Create task with schema validation\ntry: validated_task = agent.create_task({ \"title\": \"Validated Task\", \"description\": \"This task follows the schema\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"john_doe\", \"due_date\": \"2024-02-01\" }, schema=task_schema) print(\"Task created and validated successfully\")\nexcept Exception as e: print(f\"Schema validation failed: {e}\")","breadcrumbs":"Basic Usage Ā» Schema Validation","id":"234","title":"Schema Validation"},"235":{"body":"","breadcrumbs":"Basic Usage Ā» Error Handling","id":"235","title":"Error Handling"},"236":{"body":"import jacs try: agent = jacs.Agent(config) # Attempt to create agent agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Testing error handling\" }) except jacs.ConfigurationError as e: print(f\"Configuration error: {e}\") # Handle configuration issues except jacs.CryptographicError as e: print(f\"Cryptographic error: {e}\") # Handle key generation or signing issues except jacs.ValidationError as e: print(f\"Validation error: {e}\") # Handle schema validation failures except jacs.StorageError as e: print(f\"Storage error: {e}\") # Handle file system or cloud storage issues except Exception as e: print(f\"Unexpected error: {e}\") # Handle any other errors","breadcrumbs":"Basic Usage Ā» Common Error Patterns","id":"236","title":"Common Error Patterns"},"237":{"body":"def create_agent_safely(config): \"\"\"Create agent with comprehensive error handling\"\"\" try: agent = jacs.Agent(config) # Check if keys exist if not agent.has_keys(): print(\"Generating new keys...\") agent.generate_keys() # Check if agent document exists if not config.get(\"jacs_agent_id_and_version\"): print(\"Creating new agent...\") agent_doc = agent.create_agent({ \"name\": \"Robust Agent\", \"description\": \"Agent with error handling\" }) return agent, agent_doc else: print(\"Loading existing agent...\") return agent, None except Exception as e: print(f\"Failed to create agent: {e}\") return None, None # Usage\nagent, agent_doc = create_agent_safely(config)\nif agent: print(\"Agent ready for use\")\nelse: print(\"Failed to initialize agent\")","breadcrumbs":"Basic Usage Ā» Robust Error Handling","id":"237","title":"Robust Error Handling"},"238":{"body":"","breadcrumbs":"Basic Usage Ā» Configuration Management","id":"238","title":"Configuration Management"},"239":{"body":"import os\nimport json def load_config(): \"\"\"Load configuration from environment or file\"\"\" # Try environment variables first if os.getenv(\"JACS_DATA_DIRECTORY\"): return { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\"), \"jacs_default_storage\": os.getenv(\"JACS_DEFAULT_STORAGE\", \"fs\"), \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\") } # Fall back to config file try: with open(\"jacs.config.json\", \"r\") as f: return json.load(f) except FileNotFoundError: # Default configuration return { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Usage\nconfig = load_config()\nagent = jacs.Agent(config)","breadcrumbs":"Basic Usage Ā» Environment-Based Configuration","id":"239","title":"Environment-Based Configuration"},"24":{"body":"Every JACS document includes: Digital signatures proving authenticity Hash verification ensuring integrity Public key cryptography for identity verification Timestamps for chronological ordering","breadcrumbs":"What is JACS? Ā» šŸ” Trust Through Cryptography","id":"24","title":"šŸ” Trust Through Cryptography"},"240":{"body":"def validate_config(config): \"\"\"Validate JACS configuration\"\"\" required_fields = [ \"jacs_data_directory\", \"jacs_key_directory\", \"jacs_default_storage\", \"jacs_agent_key_algorithm\" ] for field in required_fields: if field not in config: raise ValueError(f\"Missing required configuration field: {field}\") # Validate algorithm valid_algorithms = [\"Ed25519\", \"RSA\", \"Dilithium\"] if config[\"jacs_agent_key_algorithm\"] not in valid_algorithms: raise ValueError(f\"Invalid algorithm: {config['jacs_agent_key_algorithm']}\") # Validate storage valid_storage = [\"fs\", \"s3\", \"azure\"] if config[\"jacs_default_storage\"] not in valid_storage: raise ValueError(f\"Invalid storage backend: {config['jacs_default_storage']}\") return True # Usage\ntry: validate_config(config) agent = jacs.Agent(config)\nexcept ValueError as e: print(f\"Configuration error: {e}\")","breadcrumbs":"Basic Usage Ā» Configuration Validation","id":"240","title":"Configuration Validation"},"241":{"body":"","breadcrumbs":"Basic Usage Ā» Performance Tips","id":"241","title":"Performance Tips"},"242":{"body":"# Create multiple tasks efficiently\ntasks_data = [ {\"title\": f\"Task {i}\", \"description\": f\"Description {i}\", \"status\": \"pending\"} for i in range(10)\n] created_tasks = []\nfor task_data in tasks_data: task = agent.create_task(task_data) created_tasks.append(task) print(f\"Created {len(created_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Batch Operations","id":"242","title":"Batch Operations"},"243":{"body":"# Cache agent instance for reuse\nclass JACSManager: def __init__(self, config): self.config = config self._agent = None @property def agent(self): if self._agent is None: self._agent = jacs.Agent(self.config) return self._agent def create_task(self, task_data): return self.agent.create_task(task_data) def get_task(self, task_id): return self.agent.get_task(task_id) # Usage\nmanager = JACSManager(config)\ntask = manager.create_task({\"title\": \"Cached Task\", \"status\": \"pending\"})","breadcrumbs":"Basic Usage Ā» Caching Agent Instance","id":"243","title":"Caching Agent Instance"},"244":{"body":"Now that you understand the basics: MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation Examples - More complex examples","breadcrumbs":"Basic Usage Ā» Next Steps","id":"244","title":"Next Steps"},"245":{"body":"","breadcrumbs":"Basic Usage Ā» Common Patterns","id":"245","title":"Common Patterns"},"246":{"body":"def process_data_pipeline(agent, data_source): \"\"\"Example data processing pipeline using JACS tasks\"\"\" # Create extraction task extract_task = agent.create_task({ \"title\": \"Extract Data\", \"description\": f\"Extract data from {data_source}\", \"status\": \"pending\", \"type\": \"extraction\" }) # Simulate extraction agent.update_task(extract_task['jacsId'], { \"status\": \"completed\", \"results\": {\"records_extracted\": 1000} }) # Create transformation task transform_task = agent.create_task({ \"title\": \"Transform Data\", \"description\": \"Clean and transform extracted data\", \"status\": \"pending\", \"type\": \"transformation\", \"depends_on\": [extract_task['jacsId']] }) # Continue pipeline... return [extract_task, transform_task] # Usage\npipeline_tasks = process_data_pipeline(agent, \"customer_database\")\nprint(f\"Created pipeline with {len(pipeline_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Task Pipeline","id":"246","title":"Task Pipeline"},"247":{"body":"JACS provides seamless integration with the Model Context Protocol (MCP), enabling cryptographically signed and verified communication between AI agents and MCP servers. This integration ensures that all tool calls, resource requests, and prompt interactions are authenticated and tamper-proof.","breadcrumbs":"MCP Integration Ā» MCP Integration","id":"247","title":"MCP Integration"},"248":{"body":"JACS MCP integration provides: Cryptographic Authentication : All MCP messages are signed and verified FastMCP Support : Native integration with FastMCP servers HTTP & SSE Transports : Support for both HTTP and Server-Sent Events Transparent Security : Existing MCP code works with minimal changes","breadcrumbs":"MCP Integration Ā» Overview","id":"248","title":"Overview"},"249":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"249","title":"Quick Start"},"25":{"body":"JACS builds on proven standards: JSON for universal compatibility JSON Schema for structure validation RFC 3339 timestamps for consistency Standard cryptographic algorithms (RSA, Ed25519, post-quantum)","breadcrumbs":"What is JACS? Ā» šŸ“‹ Standards-Based","id":"25","title":"šŸ“‹ Standards-Based"},"250":{"body":"import jacs\nimport os\nfrom pathlib import Path\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport uvicorn # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) # Create FastMCP server with JACS authentication\nmcp = JACSMCPServer(FastMCP(\"Authenticated Echo Server\")) @mcp.tool()\ndef echo_tool(text: str) -> str: \"\"\"Echo the input text with server prefix\"\"\" return f\"SERVER SAYS: {text}\" @mcp.resource(\"echo://static\")\ndef echo_resource() -> str: return \"Echo!\" @mcp.prompt(\"echo\")\ndef echo_prompt(text: str) -> str: return f\"Echo prompt: {text}\" # Get the ASGI app with JACS middleware\nsse_app_with_middleware = mcp.sse_app() if __name__ == \"__main__\": print(\"Starting JACS-enabled MCP server...\") uvicorn.run(sse_app_with_middleware, host=\"localhost\", port=8000)","breadcrumbs":"MCP Integration Ā» Basic MCP Server with JACS","id":"250","title":"Basic MCP Server with JACS"},"251":{"body":"import asyncio\nimport os\nfrom pathlib import Path\nimport jacs\nfrom jacs.mcp import JACSMCPClient # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.client.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) async def main(): server_url = \"http://localhost:8000/sse\" try: client = JACSMCPClient(server_url) async with client: # Call authenticated tool result = await client.call_tool(\"echo_tool\", { \"text\": \"Hello from authenticated client!\" }) print(f\"Tool result: {result}\") # Read authenticated resource resource = await client.read_resource(\"echo://static\") print(f\"Resource: {resource}\") except Exception as e: print(f\"Error: {e}\") if __name__ == \"__main__\": asyncio.run(main())","breadcrumbs":"MCP Integration Ā» Basic MCP Client with JACS","id":"251","title":"Basic MCP Client with JACS"},"252":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"252","title":"Configuration"},"253":{"body":"Create a jacs.config.json file for your server and client: { \"$schema\": \"https://hai.ai/schemas/jacs.config.schema.json\", \"jacs_agent_id_and_version\": \"your-agent-id:version\", \"jacs_agent_key_algorithm\": \"RSA-PSS\", \"jacs_agent_private_key_filename\": \"private.pem.enc\", \"jacs_agent_public_key_filename\": \"public.pem\", \"jacs_data_directory\": \"./jacs\", \"jacs_default_storage\": \"fs\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_private_key_password\": \"your_password\", \"jacs_use_security\": \"true\"\n}","breadcrumbs":"MCP Integration Ā» JACS Configuration File","id":"253","title":"JACS Configuration File"},"254":{"body":"Generate cryptographic keys for your agents: import jacs # Load configuration\njacs.load(\"jacs.config.json\") # Generate keys (only needed once per agent)\nagent = jacs.Agent()\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"MCP Server Agent\", \"description\": \"Agent for MCP server authentication\", \"type\": \"mcp_server\"\n}) print(f\"Agent ID: {agent_doc['jacsId']}\")","breadcrumbs":"MCP Integration Ā» Key Generation","id":"254","title":"Key Generation"},"255":{"body":"","breadcrumbs":"MCP Integration Ā» Integration Patterns","id":"255","title":"Integration Patterns"},"256":{"body":"The JACSMCPServer wrapper automatically adds cryptographic middleware: from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP # Create FastMCP server\nbase_server = FastMCP(\"My Server\") # Wrap with JACS authentication\nauthenticated_server = JACSMCPServer(base_server) # All decorators work normally\n@authenticated_server.tool()\ndef my_tool(data: str) -> str: return f\"Processed: {data}\"","breadcrumbs":"MCP Integration Ā» 1. FastMCP with JACS Middleware","id":"256","title":"1. FastMCP with JACS Middleware"},"257":{"body":"For HTTP-based MCP servers, you can manually sign responses: from fastapi import FastAPI, Request\nfrom fastapi.responses import JSONResponse\nimport jacs app = FastAPI() @app.post(\"/api/tool\")\nasync def call_tool(request: Request): # Verify incoming request body = await request.body() verified_data = jacs.verify_request(body.decode()) # Process the tool call result = {\"message\": \"Tool executed\", \"data\": verified_data} # Sign and return response signed_response = jacs.sign_response(result) return JSONResponse(content=signed_response)","breadcrumbs":"MCP Integration Ā» 2. HTTP MCP with Manual Signing","id":"257","title":"2. HTTP MCP with Manual Signing"},"258":{"body":"For stdio-based MCP servers: from mcp.server.fastmcp import FastMCP\nimport jacs # Initialize JACS\njacs.load(\"jacs.config.json\") mcp = FastMCP(\"Stdio Server\") @mcp.tool()\ndef secure_tool(input_data: str) -> str: \"\"\"A tool that processes signed input\"\"\" # Input is automatically verified by JACS middleware return f\"Securely processed: {input_data}\" if __name__ == \"__main__\": # Run with stdio transport mcp.run()","breadcrumbs":"MCP Integration Ā» 3. Standard MCP with Stdio","id":"258","title":"3. Standard MCP with Stdio"},"259":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Usage","id":"259","title":"Advanced Usage"},"26":{"body":"","breadcrumbs":"What is JACS? Ā» Key Concepts","id":"26","title":"Key Concepts"},"260":{"body":"from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport jacs class CustomJACSServer: def __init__(self, base_server: FastMCP): self.base_server = base_server self.setup_middleware() def setup_middleware(self): # Custom verification logic @self.base_server.middleware(\"http\") async def custom_auth(request, call_next): # Custom JACS verification if self.should_verify(request): body = await request.body() verified = jacs.verify_request(body.decode()) # Update request with verified data response = await call_next(request) # Custom signing logic if self.should_sign(response): # Sign response pass return response def should_verify(self, request) -> bool: # Custom logic for when to verify return True def should_sign(self, response) -> bool: # Custom logic for when to sign return True","breadcrumbs":"MCP Integration Ā» Custom Authentication Logic","id":"260","title":"Custom Authentication Logic"},"261":{"body":"import jacs\nfrom jacs.mcp import JACSMCPServer, JACSMCPClient # Server side - configure for multiple agents\nserver_config = { \"trusted_agents\": [\"agent1-id\", \"agent2-id\"], \"require_signatures\": True\n} mcp_server = JACSMCPServer(FastMCP(\"Multi-Agent Server\")) @mcp_server.tool()\ndef multi_agent_tool(data: str, agent_context: dict) -> str: \"\"\"Tool that can be called by multiple authenticated agents\"\"\" agent_id = agent_context.get(\"agent_id\") return f\"Agent {agent_id} processed: {data}\" # Client side - each agent uses its own keys\nclient1 = JACSMCPClient(\"http://server:8000/sse\")\nclient2 = JACSMCPClient(\"http://server:8000/sse\")","breadcrumbs":"MCP Integration Ā» Multi-Agent Authentication","id":"261","title":"Multi-Agent Authentication"},"262":{"body":"","breadcrumbs":"MCP Integration Ā» Error Handling","id":"262","title":"Error Handling"},"263":{"body":"import jacs\nfrom jacs.mcp import JACSMCPClient async def robust_mcp_client(): try: client = JACSMCPClient(\"http://localhost:8000/sse\") async with client: result = await client.call_tool(\"my_tool\", {\"data\": \"test\"}) return result except jacs.CryptographicError as e: print(f\"Signature verification failed: {e}\") # Handle invalid signatures except jacs.ConfigurationError as e: print(f\"JACS configuration error: {e}\") # Handle missing keys or config except ConnectionError as e: print(f\"MCP connection failed: {e}\") # Handle network issues except Exception as e: print(f\"Unexpected error: {e}\")","breadcrumbs":"MCP Integration Ā» Common JACS MCP Errors","id":"263","title":"Common JACS MCP Errors"},"264":{"body":"import logging\nimport jacs # Enable detailed JACS logging\nlogging.basicConfig(level=logging.DEBUG)\njacs_logger = logging.getLogger(\"jacs\")\njacs_logger.setLevel(logging.DEBUG) # Enable MCP debugging\nmcp_logger = logging.getLogger(\"mcp\")\nmcp_logger.setLevel(logging.DEBUG) # Your MCP code here...","breadcrumbs":"MCP Integration Ā» Debugging Authentication Issues","id":"264","title":"Debugging Authentication Issues"},"265":{"body":"","breadcrumbs":"MCP Integration Ā» Production Deployment","id":"265","title":"Production Deployment"},"266":{"body":"Key Management : Store private keys securely Environment Variables : Use environment variables for passwords Network Security : Use TLS for network transport Key Rotation : Implement key rotation policies import os\nimport jacs # Production configuration\nconfig = { \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIR\", \"/secure/keys\"), \"jacs_private_key_password\": os.getenv(\"JACS_KEY_PASSWORD\"), \"jacs_use_security\": \"true\", \"jacs_agent_key_algorithm\": \"RSA-PSS\"\n} # Load with production settings\njacs.load_config(config)","breadcrumbs":"MCP Integration Ā» Security Best Practices","id":"266","title":"Security Best Practices"},"267":{"body":"FROM python:3.11-slim WORKDIR /app # Install dependencies\nCOPY requirements.txt .\nRUN pip install -r requirements.txt # Copy application\nCOPY . . # Create secure key directory\nRUN mkdir -p /secure/keys && chmod 700 /secure/keys # Set environment variables\nENV JACS_KEY_DIR=/secure/keys\nENV JACS_USE_SECURITY=true # Run MCP server\nCMD [\"python\", \"mcp_server.py\"]","breadcrumbs":"MCP Integration Ā» Docker Deployment","id":"267","title":"Docker Deployment"},"268":{"body":"","breadcrumbs":"MCP Integration Ā» Testing","id":"268","title":"Testing"},"269":{"body":"import pytest\nimport jacs\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nfrom fastmcp.client import Client\nfrom fastmcp.client.transports import FastMCPTransport @pytest.fixture\ndef jacs_mcp_server(): # Setup test configuration jacs.load(\"test.config.json\") server = FastMCP(\"Test Server\") return JACSMCPServer(server) @pytest.fixture\ndef test_client(jacs_mcp_server): transport = FastMCPTransport(jacs_mcp_server) return Client(transport) async def test_authenticated_tool(test_client): async with test_client: result = await test_client.call_tool(\"echo_tool\", {\"text\": \"test\"}) assert \"test\" in str(result)","breadcrumbs":"MCP Integration Ā» Unit Testing MCP Tools","id":"269","title":"Unit Testing MCP Tools"},"27":{"body":"An Agent is an autonomous entity with: A unique identity (UUID) Cryptographic keys for signing Capabilities defined in services The ability to create and verify documents","breadcrumbs":"What is JACS? Ā» Agents","id":"27","title":"Agents"},"270":{"body":"","breadcrumbs":"MCP Integration Ā» Performance Considerations","id":"270","title":"Performance Considerations"},"271":{"body":"Key Caching : JACS automatically caches keys Batch Operations : Group multiple tool calls when possible Connection Pooling : Reuse client connections Async Operations : Use async/await properly # Efficient client usage\nasync def efficient_mcp_usage(): client = JACSMCPClient(\"http://server:8000/sse\") # Single connection for multiple operations async with client: # Batch multiple tool calls tasks = [ client.call_tool(\"tool1\", {\"data\": f\"item{i}\"}) for i in range(10) ] results = await asyncio.gather(*tasks) return results","breadcrumbs":"MCP Integration Ā» Optimization Tips","id":"271","title":"Optimization Tips"},"272":{"body":"FastMCP Integration - Advanced FastMCP patterns API Reference - Complete API documentation Examples - More complex examples Security Guide - Security best practices","breadcrumbs":"MCP Integration Ā» Next Steps","id":"272","title":"Next Steps"},"273":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"273","title":"API Reference"},"274":{"body":"","breadcrumbs":"JSON Schemas Ā» JSON Schemas","id":"274","title":"JSON Schemas"},"275":{"body":"","breadcrumbs":"Agent Schema Ā» Agent Schema","id":"275","title":"Agent Schema"},"276":{"body":"","breadcrumbs":"Document Schema Ā» Document Schema","id":"276","title":"Document Schema"},"277":{"body":"","breadcrumbs":"Task Schema Ā» Task Schema","id":"277","title":"Task Schema"},"278":{"body":"","breadcrumbs":"Configuration Ā» Configuration","id":"278","title":"Configuration"},"279":{"body":"","breadcrumbs":"Security Model Ā» Security Model","id":"279","title":"Security Model"},"28":{"body":"A Document is any JSON object that includes: JACS header fields (ID, version, creator, etc.) A cryptographic signature A hash for integrity verification Business logic specific to the document type","breadcrumbs":"What is JACS? Ā» Documents","id":"28","title":"Documents"},"280":{"body":"","breadcrumbs":"Cryptographic Algorithms Ā» Cryptographic Algorithms","id":"280","title":"Cryptographic Algorithms"},"281":{"body":"","breadcrumbs":"Storage Backends Ā» Storage Backends","id":"281","title":"Storage Backends"},"282":{"body":"","breadcrumbs":"Custom Schemas Ā» Custom Schemas","id":"282","title":"Custom Schemas"},"283":{"body":"","breadcrumbs":"Testing Ā» Testing","id":"283","title":"Testing"},"284":{"body":"","breadcrumbs":"Model Context Protocol (MCP) Ā» Model Context Protocol (MCP)","id":"284","title":"Model Context Protocol (MCP)"},"285":{"body":"","breadcrumbs":"Web Servers Ā» Web Servers","id":"285","title":"Web Servers"},"286":{"body":"","breadcrumbs":"Databases Ā» Databases","id":"286","title":"Databases"},"287":{"body":"","breadcrumbs":"CLI Examples Ā» CLI Examples","id":"287","title":"CLI Examples"},"288":{"body":"","breadcrumbs":"Node.js Examples Ā» Node.js Examples","id":"288","title":"Node.js Examples"},"289":{"body":"","breadcrumbs":"Python Examples Ā» Python Examples","id":"289","title":"Python Examples"},"29":{"body":"A Task is a special document type representing: Work to be performed Success/failure criteria Input/output specifications Delegation and completion tracking","breadcrumbs":"What is JACS? Ā» Tasks","id":"29","title":"Tasks"},"290":{"body":"","breadcrumbs":"Integration Examples Ā» Integration Examples","id":"290","title":"Integration Examples"},"291":{"body":"This page provides a comprehensive reference for all JACS command-line interface commands.","breadcrumbs":"CLI Command Reference Ā» CLI Command Reference","id":"291","title":"CLI Command Reference"},"292":{"body":"","breadcrumbs":"CLI Command Reference Ā» Global Commands","id":"292","title":"Global Commands"},"293":{"body":"Prints version and build information for the JACS installation. jacs version","breadcrumbs":"CLI Command Reference Ā» jacs version","id":"293","title":"jacs version"},"294":{"body":"Initialize JACS by creating both configuration and agent (with cryptographic keys). This is typically the first command run when setting up JACS. jacs init","breadcrumbs":"CLI Command Reference Ā» jacs init","id":"294","title":"jacs init"},"295":{"body":"Print help information for JACS commands. jacs help [COMMAND]","breadcrumbs":"CLI Command Reference Ā» jacs help","id":"295","title":"jacs help"},"296":{"body":"","breadcrumbs":"CLI Command Reference Ā» Configuration Commands","id":"296","title":"Configuration Commands"},"297":{"body":"Work with JACS configuration settings. jacs config [SUBCOMMAND] Note: Specific subcommands for config are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs config","id":"297","title":"jacs config"},"298":{"body":"","breadcrumbs":"CLI Command Reference Ā» Agent Commands","id":"298","title":"Agent Commands"},"299":{"body":"Work with JACS agents - the cryptographic identities that sign and verify documents. jacs agent [SUBCOMMAND] Note: Specific subcommands for agent management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs agent","id":"299","title":"jacs agent"},"3":{"body":"JACS is available in three languages, each with its own strengths:","breadcrumbs":"Introduction Ā» Available Implementations","id":"3","title":"Available Implementations"},"30":{"body":"An Agreement is a mechanism for: Multiple agents to consent to terms Tracking signatures from all required parties Ensuring all participants have signed before proceeding Creating binding commitments between agents","breadcrumbs":"What is JACS? Ā» Agreements","id":"30","title":"Agreements"},"300":{"body":"","breadcrumbs":"CLI Command Reference Ā» Task Commands","id":"300","title":"Task Commands"},"301":{"body":"Work with JACS agent tasks - structured workflows between agents. jacs task [SUBCOMMAND] Note: Specific subcommands for task management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs task","id":"301","title":"jacs task"},"302":{"body":"The jacs document command provides comprehensive document management capabilities.","breadcrumbs":"CLI Command Reference Ā» Document Commands","id":"302","title":"Document Commands"},"303":{"body":"Create a new JACS document, either by embedding or parsing a document with optional file attachments. Usage: jacs document create [OPTIONS] Options: -a - Path to the agent file. If not specified, uses config jacs_agent_id_and_version -f - Path to input file. Must be JSON format -o - Output filename for the created document -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -n, --no-save - Instead of saving files, print to stdout -s, --schema - Path to JSON schema file to use for validation --attach - Path to file or directory for file attachments -e, --embed - Embed documents or keep them external [possible values: true, false] -h, --help - Print help information Examples: # Create document from JSON file\njacs document create -f my-document.json # Create document with embedded attachment\njacs document create -f document.json --attach ./image.jpg --embed true # Create document with referenced attachment\njacs document create -f document.json --attach ./data.csv --embed false # Create from directory of JSON files\njacs document create -d ./documents/ # Create with custom schema validation\njacs document create -f document.json -s custom-schema.json # Print to stdout instead of saving\njacs document create -f document.json --no-save","breadcrumbs":"CLI Command Reference Ā» jacs document create","id":"303","title":"jacs document create"},"304":{"body":"Create a new version of an existing document. Requires both the original JACS file and the modified JACS metadata. Usage: jacs document update [OPTIONS] Options: -a - Path to the agent file -f - Path to original document file -n - Path to new/modified document file -o - Output filename for updated document -v, --verbose - Enable verbose output -n, --no-save - Print to stdout instead of saving -s, --schema - Path to JSON schema file for validation --attach - Path to file or directory for additional attachments -e, --embed - Embed new attachments or keep them external -h, --help - Print help information Example: # Update document with new version\njacs document update -f original.json -n modified.json -o updated.json # Update and add new attachments\njacs document update -f original.json -n modified.json --attach ./new-file.pdf --embed false","breadcrumbs":"CLI Command Reference Ā» jacs document update","id":"304","title":"jacs document update"},"305":{"body":"Verify a document's hash, signatures, and schema compliance. Usage: jacs document verify [OPTIONS] Options: -a - Path to the agent file -f - Path to input file. Must be JSON format -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -s, --schema - Path to JSON schema file to use for validation -h, --help - Print help information Examples: # Verify single document\njacs document verify -f signed-document.json # Verify all documents in directory\njacs document verify -d ./documents/ # Verify with custom schema\njacs document verify -f document.json -s custom-schema.json Verification Process: Hash verification - Confirms document integrity Signature verification - Validates cryptographic signatures Schema validation - Ensures document structure compliance File integrity - Checks SHA256 checksums of attached files","breadcrumbs":"CLI Command Reference Ā» jacs document verify","id":"305","title":"jacs document verify"},"306":{"body":"Extract embedded file contents from documents back to the filesystem. Usage: jacs document extract [OPTIONS] Options: -a - Path to the agent file -f - Path to input file containing embedded files -d - Path to directory of files to process -s, --schema - Path to JSON schema file for validation -h, --help - Print help information Examples: # Extract embedded files from single document\njacs document extract -f document-with-embedded-files.json # Extract from all documents in directory jacs document extract -d ./documents/ Extract Process: Reads embedded file contents from document Decodes base64-encoded data Writes files to their original paths Creates backup of existing files (with timestamp)","breadcrumbs":"CLI Command Reference Ā» jacs document extract","id":"306","title":"jacs document extract"},"307":{"body":"JACS provides specialized commands for managing multi-agent agreements. jacs document check-agreement Given a document, provide a list of agents that should sign the document. Usage: jacs document check-agreement [OPTIONS] jacs document create-agreement Create an agreement structure for a document that requires multiple agent signatures. Usage: jacs document create-agreement [OPTIONS] jacs document sign-agreement Sign the agreement section of a document with the current agent's cryptographic signature. Usage: jacs document sign-agreement [OPTIONS]","breadcrumbs":"CLI Command Reference Ā» Agreement Commands","id":"307","title":"Agreement Commands"},"308":{"body":"","breadcrumbs":"CLI Command Reference Ā» Common Patterns","id":"308","title":"Common Patterns"},"309":{"body":"# 1. Initialize JACS\njacs init # 2. Create document with attachments\njacs document create -f document.json --attach ./files/ --embed true # 3. Verify document integrity\njacs document verify -f created-document.json # 4. Update document if needed\njacs document update -f original.json -n modified.json # 5. Extract embedded files when needed\njacs document extract -f document.json","breadcrumbs":"CLI Command Reference Ā» Basic Document Lifecycle","id":"309","title":"Basic Document Lifecycle"},"31":{"body":"graph TD A[Agent A] -->|Creates Task| T[JACS Task Document] T -->|Contains| S[Digital Signature] T -->|Contains| H[SHA256 Hash] T -->|Contains| M[Metadata] A -->|Sends to| B[Agent B] B -->|Verifies| T B -->|Signs Agreement| AG[Agreement Document] AG -->|Returns to| A Agent A creates a task document with their requirements The document is signed with Agent A's private key A hash is calculated for integrity verification Agent B receives and verifies the signature and hash Agent B can create an agreement to accept the task Both agents have a verifiable record of the interaction","breadcrumbs":"What is JACS? Ā» How JACS Works","id":"31","title":"How JACS Works"},"310":{"body":"# Embed small files for portability\njacs document create -f doc.json --attach ./small-image.png --embed true # Reference large files to save space\njacs document create -f doc.json --attach ./large-video.mp4 --embed false # Attach multiple files from directory\njacs document create -f doc.json --attach ./attachments/ --embed false","breadcrumbs":"CLI Command Reference Ā» Working with Attachments","id":"310","title":"Working with Attachments"},"311":{"body":"# Create with schema validation\njacs document create -f document.json -s schema.json # Verify against specific schema\njacs document verify -f document.json -s schema.json","breadcrumbs":"CLI Command Reference Ā» Schema Validation Workflow","id":"311","title":"Schema Validation Workflow"},"312":{"body":"Most commands support these common options: -h, --help - Show help information -v, --verbose - Enable verbose output for debugging -a - Specify custom agent file (overrides config default)","breadcrumbs":"CLI Command Reference Ā» Global Options","id":"312","title":"Global Options"},"313":{"body":"0 - Success 1 - General error (invalid arguments, file not found, etc.) 2 - Verification failure (hash mismatch, invalid signature, etc.) 3 - Schema validation failure","breadcrumbs":"CLI Command Reference Ā» Exit Codes","id":"313","title":"Exit Codes"},"314":{"body":"JACS_CONFIG_PATH - Override default configuration file location JACS_DATA_DIR - Override default data directory location JACS_AGENT_FILE - Default agent file to use (if not specified with -a)","breadcrumbs":"CLI Command Reference Ā» Environment Variables","id":"314","title":"Environment Variables"},"315":{"body":"","breadcrumbs":"CLI Command Reference Ā» File Formats","id":"315","title":"File Formats"},"316":{"body":"JSON documents - Must be valid JSON format Schema files - JSON Schema format (draft-07 compatible) Agent files - JACS agent format with cryptographic keys Attachments - Any file type (automatically detected MIME type)","breadcrumbs":"CLI Command Reference Ā» Input Files","id":"316","title":"Input Files"},"317":{"body":"JACS documents - JSON format with JACS metadata, signatures, and checksums Extracted files - Original format of embedded attachments","breadcrumbs":"CLI Command Reference Ā» Output Files","id":"317","title":"Output Files"},"318":{"body":"","breadcrumbs":"Configuration Reference Ā» Configuration Reference","id":"318","title":"Configuration Reference"},"319":{"body":"","breadcrumbs":"Configuration Reference Ā» Overview","id":"319","title":"Overview"},"32":{"body":"","breadcrumbs":"What is JACS? Ā» Real-World Examples","id":"32","title":"Real-World Examples"},"320":{"body":"{ \"$schema\": \"https://hai.ai/schemas/jacs.config.schema.json\", \"jacs_use_security\": \"false\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_agent_private_key_filename\": \"jacs.private.pem.enc\", \"jacs_agent_public_key_filename\": \"jacs.public.pem\", \"jacs_agent_key_algorithm\": \"RSA-PSS\", \"jacs_default_storage\": \"fs\", \"observability\": { \"logs\": { \"enabled\": true, \"level\": \"info\", \"destination\": { \"type\": \"file\", \"path\": \"./logs\" }, \"headers\": { \"Authorization\": \"Bearer token\", \"X-API-Key\": \"secret\" } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"prometheus\", \"endpoint\": \"http://localhost:9090/api/v1/write\", \"headers\": { \"Authorization\": \"Basic dXNlcjpwYXNz\" } }, \"export_interval_seconds\": 60, \"headers\": { \"X-Service\": \"jacs\" } }, \"tracing\": { \"enabled\": true, \"sampling\": { \"ratio\": 0.1, \"parent_based\": true, \"rate_limit\": 100 }, \"resource\": { \"service_name\": \"jacs\", \"service_version\": \"0.3.6\", \"environment\": \"production\", \"attributes\": { \"team\": \"platform\", \"region\": \"us-west-2\" } } } }\n}","breadcrumbs":"Configuration Reference Ā» Complete Example Configuration","id":"320","title":"Complete Example Configuration"},"321":{"body":"JACS supports comprehensive observability through configurable logging, metrics, and tracing. All observability features are optional and can be configured in the jacs.config.json file.","breadcrumbs":"Configuration Reference Ā» Observability Configuration","id":"321","title":"Observability Configuration"},"322":{"body":"Controls how JACS generates and outputs log messages. Field Type Required Description enabled boolean Yes Whether logging is enabled level string Yes Minimum log level: trace, debug, info, warn, error destination object Yes Where logs are sent (see destinations below) headers object No Additional headers for remote destinations Log Destinations File Logging { \"type\": \"file\", \"path\": \"./logs\"\n} Writes logs to rotating files in the specified directory. Console Logging (stderr) { \"type\": \"stderr\"\n} Outputs logs to standard error stream. OpenTelemetry Protocol (OTLP) { \"type\": \"otlp\", \"endpoint\": \"http://localhost:4317\", \"headers\": { \"Authorization\": \"Bearer token\" }\n} Sends logs to an OTLP-compatible endpoint (like Jaeger, Grafana Cloud). Null (disabled) { \"type\": \"null\"\n} Discards all log output.","breadcrumbs":"Configuration Reference Ā» Logs Configuration","id":"322","title":"Logs Configuration"},"323":{"body":"Controls collection and export of application metrics. Field Type Required Description enabled boolean Yes Whether metrics collection is enabled destination object Yes Where metrics are exported (see destinations below) export_interval_seconds integer No How often to export metrics (default: 60) headers object No Additional headers for remote destinations Metrics Destinations Prometheus Remote Write { \"type\": \"prometheus\", \"endpoint\": \"http://localhost:9090/api/v1/write\", \"headers\": { \"Authorization\": \"Basic dXNlcjpwYXNz\" }\n} Exports metrics in Prometheus format to a remote write endpoint. OpenTelemetry Protocol (OTLP) { \"type\": \"otlp\", \"endpoint\": \"http://localhost:4317\", \"headers\": { \"Authorization\": \"Bearer token\" }\n} Exports metrics to an OTLP-compatible endpoint. File Export { \"type\": \"file\", \"path\": \"./metrics.txt\"\n} Writes metrics to a local file. Console Output (stdout) { \"type\": \"stdout\"\n} Prints metrics to standard output.","breadcrumbs":"Configuration Reference Ā» Metrics Configuration","id":"323","title":"Metrics Configuration"},"324":{"body":"Controls distributed tracing for request flows. Field Type Required Description enabled boolean Yes Whether tracing is enabled sampling object No Sampling configuration (see below) resource object No Service identification (see below) Sampling Configuration Controls which traces are collected to manage overhead. Field Type Default Description ratio number 1.0 Fraction of traces to sample (0.0-1.0) parent_based boolean true Whether to respect parent trace sampling decisions rate_limit integer none Maximum traces per second Examples: \"ratio\": 1.0 - Sample all traces (100%) \"ratio\": 0.1 - Sample 10% of traces \"ratio\": 0.01 - Sample 1% of traces \"rate_limit\": 10 - Maximum 10 traces per second Resource Configuration Identifies the service in distributed tracing systems. Field Type Required Description service_name string Yes Name of the service service_version string No Version of the service environment string No Environment (dev, staging, prod) attributes object No Custom key-value attributes","breadcrumbs":"Configuration Reference Ā» Tracing Configuration","id":"324","title":"Tracing Configuration"},"325":{"body":"For remote destinations (OTLP, Prometheus), you can specify authentication headers: Bearer Token Authentication: \"headers\": { \"Authorization\": \"Bearer your-token-here\"\n} Basic Authentication: \"headers\": { \"Authorization\": \"Basic dXNlcjpwYXNz\"\n} API Key Authentication: \"headers\": { \"X-API-Key\": \"your-api-key\", \"X-Auth-Token\": \"your-auth-token\"\n}","breadcrumbs":"Configuration Reference Ā» Authentication & Headers","id":"325","title":"Authentication & Headers"},"326":{"body":"","breadcrumbs":"Configuration Reference Ā» Common Patterns","id":"326","title":"Common Patterns"},"327":{"body":"\"observability\": { \"logs\": { \"enabled\": true, \"level\": \"debug\", \"destination\": { \"type\": \"stderr\" } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"stdout\" } }\n}","breadcrumbs":"Configuration Reference Ā» Development Configuration","id":"327","title":"Development Configuration"},"328":{"body":"\"observability\": { \"logs\": { \"enabled\": true, \"level\": \"info\", \"destination\": { \"type\": \"otlp\", \"endpoint\": \"https://logs.example.com:4317\", \"headers\": { \"Authorization\": \"Bearer prod-token\" } } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"prometheus\", \"endpoint\": \"https://metrics.example.com/api/v1/write\" }, \"export_interval_seconds\": 30 }, \"tracing\": { \"enabled\": true, \"sampling\": { \"ratio\": 0.05, \"rate_limit\": 100 }, \"resource\": { \"service_name\": \"jacs\", \"service_version\": \"0.3.6\", \"environment\": \"production\" } }\n}","breadcrumbs":"Configuration Reference Ā» Production Configuration","id":"328","title":"Production Configuration"},"329":{"body":"\"observability\": { \"logs\": { \"enabled\": true, \"level\": \"info\", \"destination\": { \"type\": \"file\", \"path\": \"/var/log/jacs\" } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"file\", \"path\": \"/var/log/jacs/metrics.txt\" }, \"export_interval_seconds\": 60 }\n}","breadcrumbs":"Configuration Reference Ā» File-based Configuration","id":"329","title":"File-based Configuration"},"33":{"body":"Content Agent ā†’ Research Agent ā†’ Review Agent ā†’ Publishing Agent Each handoff includes signed task documents with clear requirements and deliverables.","breadcrumbs":"What is JACS? Ā» šŸ¤– AI Content Pipeline","id":"33","title":"šŸ¤– AI Content Pipeline"},"330":{"body":"The observability configuration works alongside JACS's core configuration system.","breadcrumbs":"Configuration Reference Ā» Environment Variable Integration","id":"330","title":"Environment Variable Integration"},"331":{"body":"Only one environment variable is truly required: JACS_PRIVATE_KEY_PASSWORD - Password for encrypting/decrypting private keys (required for cryptographic operations)","breadcrumbs":"Configuration Reference Ā» Required Environment Variable","id":"331","title":"Required Environment Variable"},"332":{"body":"All other JACS settings are configuration file fields that have sensible defaults: jacs_data_directory - Where agent/document data is stored (default: ./jacs_data) jacs_key_directory - Where cryptographic keys are stored (default: ./jacs_keys) jacs_agent_key_algorithm - Cryptographic algorithm to use (default: RSA-PSS) jacs_default_storage - Storage backend (default: fs) jacs_use_security - Enable security features (default: false) These can be overridden by environment variables if needed, but they are primarily configured through the jacs.config.json file. The observability configuration is completely optional - JACS will work without any observability configuration.","breadcrumbs":"Configuration Reference Ā» Configuration-Based Settings","id":"332","title":"Configuration-Based Settings"},"333":{"body":"The jacs_default_storage field determines where JACS stores agent data, documents, and keys. This is a critical configuration that affects how your data is persisted and accessed.","breadcrumbs":"Configuration Reference Ā» Storage Configuration","id":"333","title":"Storage Configuration"},"334":{"body":"Backend Value Description Use Case Filesystem \"fs\" Local file system storage Development, single-node deployments AWS S3 \"aws\" Amazon S3 object storage Production, cloud deployments HAI Remote \"hai\" HAI.ai remote storage service HAI.ai platform integration Memory \"memory\" In-memory storage (non-persistent) Testing, temporary data Web Local \"local\" Browser local storage (WASM only) Web applications","breadcrumbs":"Configuration Reference Ā» Available Storage Backends","id":"334","title":"Available Storage Backends"},"335":{"body":"Filesystem Storage (\"fs\") { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\"\n} Requirements: None - works out of the box Data location: Local directories as specified in config Best for: Development, local testing, single-machine deployments AWS S3 Storage (\"aws\") { \"jacs_default_storage\": \"aws\"\n} Required Environment Variables: JACS_ENABLE_AWS_BUCKET_NAME - S3 bucket name AWS_ACCESS_KEY_ID - AWS access key AWS_SECRET_ACCESS_KEY - AWS secret key AWS_REGION - AWS region (optional, defaults to us-east-1) Best for: Production deployments, distributed systems, cloud-native applications HAI Remote Storage (\"hai\") { \"jacs_default_storage\": \"hai\"\n} Required Environment Variables: HAI_STORAGE_URL - HAI.ai storage service endpoint Best for: Integration with HAI.ai platform services Memory Storage (\"memory\") { \"jacs_default_storage\": \"memory\"\n} Requirements: None Data persistence: None - data is lost when application stops Best for: Unit testing, temporary operations, development scenarios","breadcrumbs":"Configuration Reference Ā» Backend-Specific Configuration","id":"335","title":"Backend-Specific Configuration"},"336":{"body":"Agent data (agent definitions, signatures) are stored using the configured backend Documents are stored using the configured backend Cryptographic keys are stored using the configured backend Observability data (logs, metrics) can use separate storage via observability configuration","breadcrumbs":"Configuration Reference Ā» Storage Behavior","id":"336","title":"Storage Behavior"},"337":{"body":"Development Setup (Filesystem) { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./dev_data\", \"jacs_key_directory\": \"./dev_keys\"\n} Production Setup (AWS S3) { \"jacs_default_storage\": \"aws\"\n} With environment variables: export JACS_ENABLE_AWS_BUCKET_NAME=\"my-jacs-production-bucket\"\nexport AWS_ACCESS_KEY_ID=\"AKIA...\"\nexport AWS_SECRET_ACCESS_KEY=\"...\"\nexport AWS_REGION=\"us-west-2\" HAI Platform Integration { \"jacs_default_storage\": \"hai\"\n} With environment variable: export HAI_STORAGE_URL=\"https://storage.hai.ai/v1\"","breadcrumbs":"Configuration Reference Ā» Configuration Examples","id":"337","title":"Configuration Examples"},"338":{"body":"AWS S3 : Ensure proper IAM permissions for bucket access HAI Remote : Secure the HAI_STORAGE_URL endpoint and any required authentication Filesystem : Ensure proper file system permissions for data and key directories Keys : Regardless of storage backend, always set JACS_PRIVATE_KEY_PASSWORD for key encryption","breadcrumbs":"Configuration Reference Ā» Security Considerations","id":"338","title":"Security Considerations"},"339":{"body":"When changing storage backends, you'll need to: Export existing data from the current backend Update the jacs_default_storage configuration Set any required environment variables for the new backend Import data into the new backend JACS doesn't automatically migrate data between storage backends - this must be done manually or via custom scripts.","breadcrumbs":"Configuration Reference Ā» Migration Between Storage Backends","id":"339","title":"Migration Between Storage Backends"},"34":{"body":"Data Ingestion Agent ā†’ Processing Agent ā†’ Validation Agent ā†’ Storage Agent Each step is tracked with verifiable completion certificates and quality metrics.","breadcrumbs":"What is JACS? Ā» šŸ“Š Data Processing Workflow","id":"34","title":"šŸ“Š Data Processing Workflow"},"340":{"body":"","breadcrumbs":"Error Codes Ā» Error Codes","id":"340","title":"Error Codes"},"341":{"body":"","breadcrumbs":"Migration Guide Ā» Migration Guide","id":"341","title":"Migration Guide"},"35":{"body":"Query Agent ā†’ Research Agent ā†’ Analysis Agent ā†’ Reporting Agent Complex analysis tasks are broken down with clear accountability for each step.","breadcrumbs":"What is JACS? Ā» šŸ” Multi-Agent Analysis","id":"35","title":"šŸ” Multi-Agent Analysis"},"36":{"body":"Feature JACS Traditional APIs General Signing Agent Identity āœ… Built-in āŒ Custom implementation āŒ Not agent-focused Task Management āœ… Native support āŒ Application-specific āŒ Not applicable Multi-Party Agreements āœ… Core feature āŒ Complex to implement āš ļø Possible but difficult Audit Trails āœ… Automatic āŒ Manual logging āš ļø Basic signing only Schema Validation āœ… JSON Schema āŒ Custom validation āŒ No structure Versioning āœ… Built-in āŒ Manual versioning āŒ Not supported Cross-Platform āœ… JSON everywhere āš ļø Protocol dependent āš ļø Format dependent","breadcrumbs":"What is JACS? Ā» Benefits Over Alternatives","id":"36","title":"Benefits Over Alternatives"},"37":{"body":"āœ… Perfect for: Multi-agent AI systems Task delegation and tracking Audit trail requirements Cross-organization AI collaboration Compliance-critical AI applications Research environments with multiple AI models āš ļø Consider alternatives for: Simple single-agent systems Real-time streaming data High-frequency micro-transactions Systems where trust is not a concern","breadcrumbs":"What is JACS? Ā» When to Use JACS","id":"37","title":"When to Use JACS"},"38":{"body":"Ready to dive deeper? Continue with: Core Concepts - Learn about agents, documents, and agreements Quick Start - Get hands-on experience Implementation guides for Rust , Node.js , or Python","breadcrumbs":"What is JACS? Ā» Next Steps","id":"38","title":"Next Steps"},"39":{"body":"Understanding JACS requires familiarity with several key concepts that work together to create a secure, verifiable communication framework for AI agents.","breadcrumbs":"Core Concepts Ā» Core Concepts","id":"39","title":"Core Concepts"},"4":{"body":"Performance : Fastest implementation with native performance CLI Tool : Complete command-line interface for agent and document management Library : Full-featured Rust library for embedded applications Observability : Advanced logging and metrics with OpenTelemetry support","breadcrumbs":"Introduction Ā» šŸ¦€ Rust (Core Library + CLI)","id":"4","title":"šŸ¦€ Rust (Core Library + CLI)"},"40":{"body":"An Agent is the fundamental entity in JACS - an autonomous participant that can create, sign, and verify documents.","breadcrumbs":"Core Concepts Ā» Agents","id":"40","title":"Agents"},"41":{"body":"{ \"jacsId\": \"550e8400-e29b-41d4-a716-446655440000\", \"jacsVersion\": \"123e4567-e89b-12d3-a456-426614174000\", \"jacsType\": \"agent\", \"name\": \"Content Creation Agent\", \"description\": \"Specialized in creating marketing content\"\n} Key Properties: jacsId : Permanent UUID identifying the agent jacsVersion : UUID that changes with each update Cryptographic Keys : Ed25519, RSA, or post-quantum key pairs Services : Capabilities the agent offers Contacts : How to reach the agent","breadcrumbs":"Core Concepts Ā» Agent Identity","id":"41","title":"Agent Identity"},"42":{"body":"Creation : Generate keys and initial agent document Registration : Store public keys for verification Operation : Create and sign documents Updates : Version changes while maintaining identity Verification : Other agents validate signatures","breadcrumbs":"Core Concepts Ā» Agent Lifecycle","id":"42","title":"Agent Lifecycle"},"43":{"body":"A Document is any JSON object that follows JACS conventions for identity, versioning, and cryptographic integrity.","breadcrumbs":"Core Concepts Ā» Documents","id":"43","title":"Documents"},"44":{"body":"{ \"jacsId\": \"doc-uuid-here\", \"jacsVersion\": \"version-uuid-here\", \"jacsType\": \"task\", \"jacsVersionDate\": \"2024-01-15T10:30:00Z\", \"jacsPreviousVersion\": \"previous-version-uuid\", \"title\": \"Analyze Q4 Sales Data\", \"description\": \"Generate insights from sales data\", \"jacsSha256\": \"hash-of-document-content\", \"jacsSignature\": { \"agentID\": \"agent-uuid\", \"agentVersion\": \"agent-version-uuid\", \"signature\": \"base64-signature\", \"signingAlgorithm\": \"Ed25519\", \"publicKeyHash\": \"hash-of-public-key\", \"date\": \"2024-01-15T10:30:00Z\", \"fields\": [\"jacsId\", \"title\", \"description\"] }\n}","breadcrumbs":"Core Concepts Ā» Document Structure","id":"44","title":"Document Structure"},"45":{"body":"Field Purpose Example jacsId Permanent document identifier UUID v4 jacsVersion Version identifier (changes on update) UUID v4 jacsType Document type \"agent\", \"task\", \"message\" jacsVersionDate When this version was created RFC 3339 timestamp jacsPreviousVersion Previous version UUID UUID v4 or null jacsSha256 Hash of document content SHA-256 hex string jacsSignature Cryptographic signature Signature object","breadcrumbs":"Core Concepts Ā» Required JACS Fields","id":"45","title":"Required JACS Fields"},"46":{"body":"Agent Documents Define agent identity and capabilities Contain service definitions and contact information Self-signed by the agent Task Documents Describe work to be performed Include success/failure criteria Can be delegated between agents Message Documents General communication between agents Can include attachments and metadata Support threaded conversations Agreement Documents Multi-party consent mechanisms Track required and actual signatures Enforce completion before proceeding","breadcrumbs":"Core Concepts Ā» Document Types","id":"46","title":"Document Types"},"47":{"body":"Tasks represent work that can be delegated, tracked, and verified between agents.","breadcrumbs":"Core Concepts Ā» Tasks","id":"47","title":"Tasks"},"48":{"body":"{ \"jacsType\": \"task\", \"title\": \"Generate Marketing Copy\", \"description\": \"Create compelling copy for product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Research competitors\", \"description\": \"Analyze competitor messaging\", \"success\": \"Complete competitive analysis report\", \"failure\": \"Unable to access competitor data\" } ], \"jacsTaskCustomer\": { \"agentID\": \"customer-agent-uuid\", \"signature\": \"customer-signature\" }\n}","breadcrumbs":"Core Concepts Ā» Task Structure","id":"48","title":"Task Structure"},"49":{"body":"Creation : Customer agent creates task with requirements Delegation : Task sent to service provider agent Agreement : Provider signs agreement to accept task Execution : Provider performs the work Completion : Provider creates completion document Verification : Customer verifies and accepts results","breadcrumbs":"Core Concepts Ā» Task Lifecycle","id":"49","title":"Task Lifecycle"},"5":{"body":"Web Integration : Perfect for web servers and Express.js applications MCP Support : Native Model Context Protocol integration HTTP Server : Built-in HTTP server capabilities NPM Package : Easy installation and integration","breadcrumbs":"Introduction Ā» šŸŸ¢ Node.js (jacsnpm)","id":"5","title":"šŸŸ¢ Node.js (jacsnpm)"},"50":{"body":"Actions : Individual steps within a task id : Unique identifier within the task name : Human-readable action name description : Detailed requirements success : Definition of successful completion failure : What constitutes failure Services : Required capabilities type : Service category requirements : Specific needs constraints : Limitations or restrictions","breadcrumbs":"Core Concepts Ā» Task Components","id":"50","title":"Task Components"},"51":{"body":"Agreements enable multi-party consent and coordination between agents.","breadcrumbs":"Core Concepts Ā» Agreements","id":"51","title":"Agreements"},"52":{"body":"{ \"jacsType\": \"agreement\", \"title\": \"Task Acceptance Agreement\", \"question\": \"Do you agree to complete the marketing copy task?\", \"context\": \"Task ID: abc123, Deadline: 2024-01-20\", \"agents\": [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ], \"jacsAgreement\": { \"agent-1-uuid\": { \"agentID\": \"agent-1-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T10:30:00Z\" }, \"agent-2-uuid\": { \"agentID\": \"agent-2-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T11:15:00Z\" } // agent-3-uuid has not signed yet }, \"jacsAgreementHash\": \"hash-of-agreement-content\"\n}","breadcrumbs":"Core Concepts Ā» Agreement Structure","id":"52","title":"Agreement Structure"},"53":{"body":"Creation : Initial agent creates agreement with required participants Distribution : Agreement sent to all required agents Review : Each agent reviews terms and conditions Signing : Agents add their signatures if they consent Completion : Agreement becomes binding when all parties have signed Verification : Any party can verify all signatures","breadcrumbs":"Core Concepts Ā» Agreement Process","id":"53","title":"Agreement Process"},"54":{"body":"Task Agreements : Consent to perform specific work Service Agreements : Long-term service provision contracts Data Sharing Agreements : Permission to access or use data Update Agreements : Consent to system or process changes","breadcrumbs":"Core Concepts Ā» Agreement Types","id":"54","title":"Agreement Types"},"55":{"body":"JACS uses industry-standard cryptographic primitives for security.","breadcrumbs":"Core Concepts Ā» Cryptographic Security","id":"55","title":"Cryptographic Security"},"56":{"body":"Current Standards Ed25519 : Fast elliptic curve signatures (recommended) RSA-PSS : Traditional RSA with probabilistic signature scheme Post-Quantum Dilithium : NIST-standardized post-quantum signatures Falcon : Alternative post-quantum option","breadcrumbs":"Core Concepts Ā» Supported Algorithms","id":"56","title":"Supported Algorithms"},"57":{"body":"Content Extraction : Specific fields are extracted for signing Canonicalization : Fields are sorted and formatted consistently Hashing : SHA-256 hash of the canonical content Signing : Private key signs the hash Verification : Public key verifies the signature","breadcrumbs":"Core Concepts Ā» Signature Process","id":"57","title":"Signature Process"},"58":{"body":"Agent Keys : Each agent has a unique key pair Public Key Distribution : Public keys shared through secure channels Key Rotation : Agents can update keys while maintaining identity Key Verification : Public key hashes ensure integrity","breadcrumbs":"Core Concepts Ā» Key Management","id":"58","title":"Key Management"},"59":{"body":"JACS provides comprehensive versioning for tracking document evolution.","breadcrumbs":"Core Concepts Ā» Versioning and Audit Trails","id":"59","title":"Versioning and Audit Trails"},"6":{"body":"AI/ML Integration : Ideal for AI and machine learning workflows FastMCP : Advanced MCP server implementations PyPI Package : Simple pip install integration Data Science : Perfect for Jupyter notebooks and data pipelines","breadcrumbs":"Introduction Ā» šŸ Python (jacspy)","id":"6","title":"šŸ Python (jacspy)"},"60":{"body":"Immutable IDs : jacsId never changes for a document Version IDs : jacsVersion changes with each update Previous Versions : jacsPreviousVersion creates a chain Timestamps : jacsVersionDate provides chronological order","breadcrumbs":"Core Concepts Ā» Version Management","id":"60","title":"Version Management"},"61":{"body":"Complete History : Track all changes to any document Attribution : Know exactly who made each change Verification : Cryptographic proof of authenticity Compliance : Meet regulatory audit requirements","breadcrumbs":"Core Concepts Ā» Audit Trail Benefits","id":"61","title":"Audit Trail Benefits"},"62":{"body":"JACS documents are designed to be storage and transport agnostic.","breadcrumbs":"Core Concepts Ā» Storage and Transport","id":"62","title":"Storage and Transport"},"63":{"body":"File System : Simple JSON files Databases : Store as JSON/JSONB fields Object Storage : S3, Azure Blob, Google Cloud Storage Version Control : Git repositories for change tracking","breadcrumbs":"Core Concepts Ā» Storage Options","id":"63","title":"Storage Options"},"64":{"body":"HTTP APIs : RESTful or GraphQL endpoints Message Queues : RabbitMQ, Kafka, SQS Email : Documents as attachments Direct Transfer : USB drives, file sharing","breadcrumbs":"Core Concepts Ā» Transport Mechanisms","id":"64","title":"Transport Mechanisms"},"65":{"body":"JSON : Universal compatibility across all systems Schema Validation : Ensures consistent structure Self-Contained : All necessary information in the document Human Readable : Can be inspected and debugged easily","breadcrumbs":"Core Concepts Ā» Format Compatibility","id":"65","title":"Format Compatibility"},"66":{"body":"Now that you understand the core concepts: Quick Start - Try JACS hands-on Choose Implementation : Rust CLI for command-line usage Node.js for web applications Python for AI/ML workflows Examples - See real-world usage patterns","breadcrumbs":"Core Concepts Ā» Next Steps","id":"66","title":"Next Steps"},"67":{"body":"This guide will get you up and running with JACS in under 10 minutes. We'll create an agent, generate a task, and demonstrate the core workflow across all three implementations.","breadcrumbs":"Quick Start Ā» Quick Start Guide","id":"67","title":"Quick Start Guide"},"68":{"body":"Select the implementation that best fits your needs: šŸ¦€ Rust CLI","breadcrumbs":"Quick Start Ā» Choose Your Implementation","id":"68","title":"Choose Your Implementation"},"69":{"body":"# Install from crates.io\ncargo install jacs # Or build from source\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacs\ncargo install --path . --features=\"cli\"","breadcrumbs":"Quick Start Ā» Install Rust CLI","id":"69","title":"Install Rust CLI"},"7":{"body":"Choose your implementation and get started in minutes:","breadcrumbs":"Introduction Ā» Quick Start","id":"7","title":"Quick Start"},"70":{"body":"# Create configuration and agent in one step\njacs init # This creates:\n# - ~/.jacs/config.json\n# - Agent keys and documents\n# - Basic directory structure","breadcrumbs":"Quick Start Ā» Initialize JACS","id":"70","title":"Initialize JACS"},"71":{"body":"# Create a specialized agent\njacs agent create --type \"Content Creator\" --name \"ContentBot\" # View your agent\njacs agent show","breadcrumbs":"Quick Start Ā» Create Your First Agent","id":"71","title":"Create Your First Agent"},"72":{"body":"# Create a task document\njacs task create \\ --title \"Write Product Description\" \\ --description \"Create compelling copy for new product launch\" \\ --success \"Engaging 200-word description completed\" # The task is automatically signed by your agent šŸŸ¢ Node.js","breadcrumbs":"Quick Start Ā» Create and Sign a Task","id":"72","title":"Create and Sign a Task"},"73":{"body":"npm install jacsnpm","breadcrumbs":"Quick Start Ā» Install Node.js Package","id":"73","title":"Install Node.js Package"},"74":{"body":"import { JacsAgent, JacsConfig } from 'jacsnpm';\nimport fs from 'fs'; // Create configuration\nconst config = { jacs_agent_id_and_version: null, jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\"\n}; // Save config\nfs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2)); // Create agent\nconst agent = new JacsAgent('./jacs.config.json');","breadcrumbs":"Quick Start Ā» Basic Setup","id":"74","title":"Basic Setup"},"75":{"body":"// Create agent with services\nconst agentData = { name: \"Content Creator Bot\", description: \"AI agent specialized in content creation\", services: [ { type: \"content_generation\", name: \"Product Description Writer\", description: \"Creates compelling product descriptions\", success: \"Engaging copy that converts visitors\", failure: \"Generic or low-quality content\" } ]\n}; // Generate keys and create agent\nawait agent.generateKeys();\nconst agentDoc = await agent.createAgent(agentData);\nconsole.log('Agent created:', agentDoc.jacsId);","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"75","title":"Create Agent Document"},"76":{"body":"// Create task document\nconst task = { title: \"Write Product Description\", description: \"Create compelling copy for new product launch\", actions: [ { id: \"research\", name: \"Product Research\", description: \"Analyze product features and benefits\", success: \"Complete understanding of product value\", failure: \"Insufficient product knowledge\" }, { id: \"write\", name: \"Write Copy\", description: \"Create engaging product description\", success: \"200-word compelling description\", failure: \"Generic or unconvincing copy\" } ]\n}; // Sign and create task\nconst signedTask = await agent.createTask(task);\nconsole.log('Task created:', signedTask.jacsId); šŸ Python","breadcrumbs":"Quick Start Ā» Create a Task","id":"76","title":"Create a Task"},"77":{"body":"pip install jacs","breadcrumbs":"Quick Start Ā» Install Python Package","id":"77","title":"Install Python Package"},"78":{"body":"import jacs\nimport json\nimport os # Create configuration\nconfig = { \"jacs_agent_id_and_version\": None, \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(\"./jacs_data\", exist_ok=True)\nos.makedirs(\"./jacs_keys\", exist_ok=True) # Save config\nwith open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) # Create agent\nagent = jacs.Agent(\"./jacs.config.json\")","breadcrumbs":"Quick Start Ā» Basic Setup","id":"78","title":"Basic Setup"},"79":{"body":"# Define agent capabilities\nagent_data = { \"name\": \"Content Creator Bot\", \"description\": \"AI agent specialized in content creation\", \"services\": [ { \"type\": \"content_generation\", \"name\": \"Product Description Writer\", \"description\": \"Creates compelling product descriptions\", \"success\": \"Engaging copy that converts visitors\", \"failure\": \"Generic or low-quality content\" } ]\n} # Generate keys and create agent\nagent.generate_keys()\nagent_doc = agent.create_agent(agent_data)\nprint(f'Agent created: {agent_doc[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"79","title":"Create Agent Document"},"8":{"body":"cargo install jacs\njacs init # Create config and agent\njacs agent create --type \"MyAgent\"","breadcrumbs":"Introduction Ā» Rust CLI","id":"8","title":"Rust CLI"},"80":{"body":"# Define task\ntask = { \"title\": \"Write Product Description\", \"description\": \"Create compelling copy for new product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Product Research\", \"description\": \"Analyze product features and benefits\", \"success\": \"Complete understanding of product value\", \"failure\": \"Insufficient product knowledge\" }, { \"id\": \"write\", \"name\": \"Write Copy\", \"description\": \"Create engaging product description\", \"success\": \"200-word compelling description\", \"failure\": \"Generic or unconvincing copy\" } ]\n} # Sign and create task\nsigned_task = agent.create_task(task)\nprint(f'Task created: {signed_task[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create a Task","id":"80","title":"Create a Task"},"81":{"body":"When you completed the quick start, several important things occurred:","breadcrumbs":"Quick Start Ā» Understanding What Happened","id":"81","title":"Understanding What Happened"},"82":{"body":"A unique identity (UUID) was generated for your agent Cryptographic key pair was created for signing Agent document was created and self-signed Public key was stored for verification","breadcrumbs":"Quick Start Ā» 1. Agent Creation","id":"82","title":"1. Agent Creation"},"83":{"body":"Storage directories were configured Cryptographic algorithm was selected Agent identity was linked to configuration","breadcrumbs":"Quick Start Ā» 2. Configuration Setup","id":"83","title":"2. Configuration Setup"},"84":{"body":"Task document was structured according to JACS schema Document was signed with your agent's private key SHA-256 hash was calculated for integrity Signature metadata was embedded in the document","breadcrumbs":"Quick Start Ā» 3. Task Creation","id":"84","title":"3. Task Creation"},"85":{"body":"Let's verify that the documents are properly signed and can be validated: šŸ¦€ Rust # Verify agent signature\njacs agent verify # List all documents\njacs document list # Verify specific task\njacs document verify --file ./jacs_data/tasks/[task-id].json # Show task details\njacs task show --id [task-id] šŸŸ¢ Node.js // Verify agent signature\nconst isValid = await agent.verifyAgent();\nconsole.log('Agent signature valid:', isValid); // List all documents\nconst documents = await agent.listDocuments();\nconsole.log('Documents:', documents.length); // Verify task signature\nconst taskValid = await agent.verifyDocument(signedTask);\nconsole.log('Task signature valid:', taskValid); // Get document details\nconst taskDetails = await agent.getDocument(signedTask.jacsId);\nconsole.log('Task details:', taskDetails); šŸ Python # Verify agent signature\nis_valid = agent.verify_agent()\nprint(f'Agent signature valid: {is_valid}') # List all documents\ndocuments = agent.list_documents()\nprint(f'Documents: {len(documents)}') # Verify task signature task_valid = agent.verify_document(signed_task)\nprint(f'Task signature valid: {task_valid}') # Get document details\ntask_details = agent.get_document(signed_task[\"jacsId\"])\nprint(f'Task details: {task_details}')","breadcrumbs":"Quick Start Ā» Verify Everything Works","id":"85","title":"Verify Everything Works"},"86":{"body":"Now let's create a second agent and demonstrate inter-agent communication: šŸ¦€ Rust # Create a second agent configuration\ncp jacs.config.json reviewer.config.json # Create reviewer agent\njacs agent create --config reviewer.config.json \\ --type \"Content Reviewer\" --name \"ReviewBot\" # Create an agreement for the task\njacs agreement create \\ --task-id [task-id] \\ --agents [agent-1-id] [agent-2-id] \\ --question \"Do you agree to collaborate on this content task?\" # Sign the agreement as first agent\njacs agreement sign --agreement-id [agreement-id] # Sign as second agent (switch config)\njacs agreement sign --config reviewer.config.json \\ --agreement-id [agreement-id] # Verify agreement is complete\njacs agreement verify --agreement-id [agreement-id] šŸŸ¢ Node.js // Create second agent\nconst reviewerConfig = { ...config };\nreviewerConfig.jacs_agent_id_and_version = null; const reviewer = new JacsAgent(reviewerConfig);\nawait reviewer.generateKeys(); const reviewerDoc = await reviewer.createAgent({ name: \"Content Reviewer Bot\", description: \"AI agent specialized in content review\"\n}); // Create agreement between agents\nconst agreement = { title: \"Content Collaboration Agreement\", question: \"Do you agree to collaborate on this content task?\", context: `Task: ${signedTask.jacsId}`, agents: [agentDoc.jacsId, reviewerDoc.jacsId]\n}; const signedAgreement = await agent.createAgreement(agreement); // Both agents sign the agreement\nawait agent.signAgreement(signedAgreement.jacsId);\nawait reviewer.signAgreement(signedAgreement.jacsId); // Verify all signatures\nconst agreementValid = await agent.verifyAgreement(signedAgreement.jacsId);\nconsole.log('Agreement complete:', agreementValid); šŸ Python # Create second agent\nreviewer_config = config.copy()\nreviewer_config[\"jacs_agent_id_and_version\"] = None reviewer = jacs.Agent(reviewer_config)\nreviewer.generate_keys() reviewer_doc = reviewer.create_agent({ \"name\": \"Content Reviewer Bot\", \"description\": \"AI agent specialized in content review\"\n}) # Create agreement between agents\nagreement = { \"title\": \"Content Collaboration Agreement\", \"question\": \"Do you agree to collaborate on this content task?\", \"context\": f\"Task: {signed_task['jacsId']}\", \"agents\": [agent_doc[\"jacsId\"], reviewer_doc[\"jacsId\"]]\n} signed_agreement = agent.create_agreement(agreement) # Both agents sign the agreement\nagent.sign_agreement(signed_agreement[\"jacsId\"])\nreviewer.sign_agreement(signed_agreement[\"jacsId\"]) # Verify all signatures\nagreement_valid = agent.verify_agreement(signed_agreement[\"jacsId\"])\nprint(f'Agreement complete: {agreement_valid}')","breadcrumbs":"Quick Start Ā» Next Steps: Multi-Agent Workflow","id":"86","title":"Next Steps: Multi-Agent Workflow"},"87":{"body":"Congratulations! You've successfully: āœ… Created JACS agents with cryptographic identities āœ… Generated and signed documents with verifiable integrity āœ… Established multi-agent agreements with cryptographic consent āœ… Verified signatures and document authenticity āœ… Created an audit trail of all interactions","breadcrumbs":"Quick Start Ā» What You've Accomplished","id":"87","title":"What You've Accomplished"},"88":{"body":"Everything is verifiable : All documents have cryptographic signatures Agents are autonomous : Each has its own identity and keys Agreements enable trust : Multi-party consent before proceeding Audit trails are automatic : Complete history of all interactions JSON is universal : Documents work everywhere","breadcrumbs":"Quick Start Ā» Key Takeaways","id":"88","title":"Key Takeaways"},"89":{"body":"Now that you have the basics working: Rust Deep Dive - Learn the full Rust API Node.js Integration - Add MCP support Python FastMCP - Build MCP servers Production Setup - Add monitoring and logging Real Examples - See production patterns","breadcrumbs":"Quick Start Ā» Where to Go Next","id":"89","title":"Where to Go Next"},"9":{"body":"npm install jacsnpm import { JacsAgent } from 'jacsnpm';\nconst agent = new JacsAgent('./config.json');","breadcrumbs":"Introduction Ā» Node.js","id":"9","title":"Node.js"},"90":{"body":"Agent creation fails : Check that the data and key directories exist and are writable Signature verification fails : Ensure public keys are properly stored and accessible Agreement signing fails : Verify all agent IDs are correct and agents exist Documents not found : Check the data directory configuration Need help? 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JACS is a comprehensive framework for creating, signing, and verifying JSON documents with cryptographic integrity, designed specifically for AI agent communication and task management.","breadcrumbs":"Introduction Ā» JACS: JSON Agent Communication Standard","id":"0","title":"JACS: JSON Agent Communication Standard"},"1":{"body":"JACS provides a standard way for AI agents to: Create and sign JSON documents with cryptographic signatures Verify authenticity and integrity of documents Manage tasks and agreements between multiple agents Maintain audit trails of modifications and versioning Ensure trust in multi-agent systems As a developer, JACS gives you the tools to build trustworthy AI systems where agents can securely exchange tasks, agreements, and data with verifiable integrity.","breadcrumbs":"Introduction Ā» What is JACS?","id":"1","title":"What is JACS?"},"10":{"body":"pip install jacs import jacs\nagent = jacs.Agent(\"./config.json\")","breadcrumbs":"Introduction Ā» Python","id":"10","title":"Python"},"100":{"body":"","breadcrumbs":"Installation Ā» Installation","id":"100","title":"Installation"},"101":{"body":"npm install jacsnpm","breadcrumbs":"Installation Ā» Using npm","id":"101","title":"Using npm"},"102":{"body":"yarn add jacsnpm","breadcrumbs":"Installation Ā» Using yarn","id":"102","title":"Using yarn"},"103":{"body":"pnpm add jacsnpm","breadcrumbs":"Installation Ā» Using pnpm","id":"103","title":"Using pnpm"},"104":{"body":"Create a simple test to verify everything is working: // test.js\nimport { JacsAgent } from 'jacsnpm'; console.log('JACS Node.js bindings loaded successfully!'); // Test basic functionality\ntry { const config = { jacs_data_directory: \"./test_data\", jacs_key_directory: \"./test_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\" }; const agent = new JacsAgent(config); console.log('Agent created successfully!');\n} catch (error) { console.error('Error creating agent:', error);\n} Run the test: node test.js","breadcrumbs":"Installation Ā» Verify Installation","id":"104","title":"Verify Installation"},"105":{"body":"The jacsnpm package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"105","title":"Package Structure"},"106":{"body":"import { JacsAgent, JacsConfig, JacsDocument, JacsError\n} from 'jacsnpm';","breadcrumbs":"Installation Ā» Core Module (jacsnpm)","id":"106","title":"Core Module (jacsnpm)"},"107":{"body":"import { JacsMcpServer, createJacsMiddleware } from 'jacsnpm/mcp';","breadcrumbs":"Installation Ā» MCP Integration (jacsnpm/mcp)","id":"107","title":"MCP Integration (jacsnpm/mcp)"},"108":{"body":"import { JacsHttpServer, createJacsRouter } from 'jacsnpm/http';","breadcrumbs":"Installation Ā» HTTP Server (jacsnpm/http)","id":"108","title":"HTTP Server (jacsnpm/http)"},"109":{"body":"The package includes full TypeScript definitions: import { JacsAgent, JacsConfig, AgentDocument, TaskDocument, AgreementDocument } from 'jacsnpm'; interface MyConfig extends JacsConfig { custom_field?: string;\n} const config: MyConfig = { jacs_data_directory: \"./data\", jacs_key_directory: \"./keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\", custom_field: \"value\"\n}; const agent: JacsAgent = new JacsAgent(config);","breadcrumbs":"Installation Ā» TypeScript Support","id":"109","title":"TypeScript Support"},"11":{"body":"JACS is ideal for scenarios where you need: Multi-agent systems where agents need to trust each other Task delegation with verifiable completion and approval Audit trails for AI decision-making processes Secure data exchange between AI systems Compliance requirements for AI system interactions Version control for AI-generated content and decisions","breadcrumbs":"Introduction Ā» When to Use JACS","id":"11","title":"When to Use JACS"},"110":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"110","title":"Configuration"},"111":{"body":"const config = { // Required fields jacs_data_directory: \"./jacs_data\", // Where documents are stored jacs_key_directory: \"./jacs_keys\", // Where keys are stored jacs_default_storage: \"fs\", // Storage backend jacs_agent_key_algorithm: \"Ed25519\", // Signing algorithm // Optional fields jacs_agent_id_and_version: null, // Existing agent to load jacs_agent_private_key_filename: \"private.pem\", jacs_agent_public_key_filename: \"public.pem\"\n};","breadcrumbs":"Installation Ā» Basic Configuration","id":"111","title":"Basic Configuration"},"112":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import fs from 'fs'; const config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8'));\nconst agent = new JacsAgent(config);","breadcrumbs":"Installation Ā» Configuration File","id":"112","title":"Configuration File"},"113":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" const config = { jacs_data_directory: process.env.JACS_DATA_DIRECTORY || \"./jacs_data\", jacs_key_directory: process.env.JACS_KEY_DIRECTORY || \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: process.env.JACS_AGENT_KEY_ALGORITHM || \"Ed25519\"\n};","breadcrumbs":"Installation Ā» Environment Variables","id":"113","title":"Environment Variables"},"114":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"114","title":"Storage Backends"},"115":{"body":"const config = { jacs_default_storage: \"fs\", jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\"\n};","breadcrumbs":"Installation Ā» File System (Default)","id":"115","title":"File System (Default)"},"116":{"body":"const config = { jacs_default_storage: \"s3\", jacs_s3_bucket: \"my-jacs-bucket\", jacs_s3_region: \"us-west-2\", jacs_s3_prefix: \"jacs/\"\n};","breadcrumbs":"Installation Ā» S3 Storage","id":"116","title":"S3 Storage"},"117":{"body":"const config = { jacs_default_storage: \"azure\", jacs_azure_account: \"myaccount\", jacs_azure_container: \"jacs\", jacs_azure_key: process.env.AZURE_STORAGE_KEY\n};","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"117","title":"Azure Blob Storage"},"118":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"118","title":"Cryptographic Algorithms"},"119":{"body":"const config = { jacs_agent_key_algorithm: \"Ed25519\"\n}; Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"119","title":"Ed25519 (Recommended)"},"12":{"body":"","breadcrumbs":"Introduction Ā» Why JACS?","id":"12","title":"Why JACS?"},"120":{"body":"const config = { jacs_agent_key_algorithm: \"RSA\"\n}; Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"120","title":"RSA-PSS"},"121":{"body":"const config = { jacs_agent_key_algorithm: \"Dilithium\"\n}; Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"121","title":"Post-Quantum (Experimental)"},"122":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"122","title":"Development Setup"},"123":{"body":"my-jacs-project/\nā”œā”€ā”€ package.json\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.js\nā”‚ ā”œā”€ā”€ tasks.js\nā”‚ ā””ā”€ā”€ agreements.js\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā””ā”€ā”€ jacs_keys/ ā”œā”€ā”€ private.pem ā””ā”€ā”€ public.pem","breadcrumbs":"Installation Ā» Project Structure","id":"123","title":"Project Structure"},"124":{"body":"{ \"name\": \"my-jacs-app\", \"version\": \"1.0.0\", \"type\": \"module\", \"dependencies\": { \"jacsnpm\": \"^0.1.0\", \"express\": \"^4.18.0\" }, \"scripts\": { \"start\": \"node src/app.js\", \"test\": \"node test/test.js\", \"dev\": \"nodemon src/app.js\" }\n}","breadcrumbs":"Installation Ā» Package.json Setup","id":"124","title":"Package.json Setup"},"125":{"body":"// src/app.js\nimport { JacsAgent } from 'jacsnpm';\nimport fs from 'fs'; // Load configuration\nconst config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8')); // Create agent\nconst agent = new JacsAgent(config); // Initialize if needed\nif (!config.jacs_agent_id_and_version) { await agent.generateKeys(); const agentDoc = await agent.createAgent({ name: \"My JACS Agent\", description: \"Example Node.js JACS agent\" }); // Update config with agent ID config.jacs_agent_id_and_version = `${agentDoc.jacsId}:${agentDoc.jacsVersion}`; fs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2));\n} console.log('JACS agent ready!');","breadcrumbs":"Installation Ā» Basic Application","id":"125","title":"Basic Application"},"126":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"126","title":"Common Issues"},"127":{"body":"If you get Module not found errors: # Check Node.js version\nnode --version # Should be 16+ # Clear node_modules and reinstall\nrm -rf node_modules package-lock.json\nnpm install","breadcrumbs":"Installation Ā» Module Not Found","id":"127","title":"Module Not Found"},"128":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"128","title":"Permission Errors"},"129":{"body":"If you get binary compatibility errors: # Rebuild native modules\nnpm rebuild # Or reinstall\nnpm uninstall jacsnpm\nnpm install jacsnpm","breadcrumbs":"Installation Ā» Binary Compatibility","id":"129","title":"Binary Compatibility"},"13":{"body":"Unlike general-purpose signing frameworks, JACS is specifically designed for AI agent communication patterns - tasks, agreements, and collaborative workflows.","breadcrumbs":"Introduction Ā» šŸŽÆ Agent-Focused Design","id":"13","title":"šŸŽÆ Agent-Focused Design"},"130":{"body":"If TypeScript can't find definitions: // tsconfig.json\n{ \"compilerOptions\": { \"moduleResolution\": \"node\", \"esModuleInterop\": true, \"allowSyntheticDefaultImports\": true }\n}","breadcrumbs":"Installation Ā» TypeScript Issues","id":"130","title":"TypeScript Issues"},"131":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support HTTP Server - Create JACS HTTP APIs Express Middleware - Integrate with Express.js API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"131","title":"Next Steps"},"132":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Express.js middleware integration MCP server implementation","breadcrumbs":"Installation Ā» Examples","id":"132","title":"Examples"},"133":{"body":"","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"133","title":"Basic Usage"},"134":{"body":"JACS provides native integration with the Model Context Protocol (MCP) , enabling secure agent communication within AI systems. This allows JACS agents to be used directly as MCP servers or clients.","breadcrumbs":"MCP Integration Ā» Model Context Protocol (MCP) Integration","id":"134","title":"Model Context Protocol (MCP) Integration"},"135":{"body":"Model Context Protocol is a standard for AI models to securely access external tools, data, and services. JACS enhances MCP by adding: Cryptographic verification of tool outputs Agent identity for all operations Audit trails of all MCP interactions Multi-agent agreements for complex workflows","breadcrumbs":"MCP Integration Ā» What is MCP?","id":"135","title":"What is MCP?"},"136":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"136","title":"Quick Start"},"137":{"body":"import { JacsMcpServer } from 'jacsnpm/mcp'; // Create a JACS-enabled MCP server\nconst server = new JacsMcpServer({ name: \"JACS Task Server\", version: \"1.0.0\", configPath: './jacs.config.json'\n}); // Add JACS tools automatically\nserver.addJacsTools(); // Start the server\nawait server.start();\nconsole.log('JACS MCP Server running!');","breadcrumbs":"MCP Integration Ā» Basic MCP Server","id":"137","title":"Basic MCP Server"},"138":{"body":"import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';\nimport { createJacsMiddleware } from 'jacsnpm/mcp'; const server = new McpServer({ name: \"MyServer\", version: \"1.0.0\" }); // Add JACS middleware\nserver.use(createJacsMiddleware({ configPath: './jacs.config.json' })); await server.start();","breadcrumbs":"MCP Integration Ā» Using with Existing MCP Server","id":"138","title":"Using with Existing MCP Server"},"139":{"body":"When you add JACS to an MCP server, it provides these tools:","breadcrumbs":"MCP Integration Ā» Available Tools","id":"139","title":"Available Tools"},"14":{"body":"With built-in observability, multiple storage backends, and comprehensive error handling, JACS is ready for production AI systems.","breadcrumbs":"Introduction Ā» šŸš€ Production Ready","id":"14","title":"šŸš€ Production Ready"},"140":{"body":"jacs_create_agent - Create new JACS agents jacs_update_agent - Update agent information jacs_verify_agent - Verify agent signatures jacs_list_agents - List all known agents","breadcrumbs":"MCP Integration Ā» Agent Management","id":"140","title":"Agent Management"},"141":{"body":"jacs_create_task - Create signed task documents jacs_assign_task - Delegate tasks to other agents jacs_complete_task - Mark tasks as completed jacs_verify_task - Verify task signatures","breadcrumbs":"MCP Integration Ā» Task Management","id":"141","title":"Task Management"},"142":{"body":"jacs_create_agreement - Create multi-party agreements jacs_sign_agreement - Add signature to agreement jacs_verify_agreement - Check agreement completeness jacs_list_agreements - Show pending/completed agreements","breadcrumbs":"MCP Integration Ā» Agreement Management","id":"142","title":"Agreement Management"},"143":{"body":"jacs_create_document - Create and sign any document jacs_verify_document - Verify document integrity jacs_list_documents - List all documents jacs_get_document - Retrieve specific document","breadcrumbs":"MCP Integration Ā» Document Operations","id":"143","title":"Document Operations"},"144":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"144","title":"Configuration"},"145":{"body":"const serverConfig = { // MCP Server settings name: \"JACS Agent Server\", version: \"1.0.0\", // JACS Configuration configPath: './jacs.config.json', // Optional: Custom tools enabledTools: [ 'jacs_create_task', 'jacs_verify_task', 'jacs_create_agreement', 'jacs_sign_agreement' ], // Optional: Auto-initialization autoInit: true, createAgentOnInit: true\n}; const server = new JacsMcpServer(serverConfig);","breadcrumbs":"MCP Integration Ā» Server Configuration","id":"145","title":"Server Configuration"},"146":{"body":"const middlewareConfig = { configPath: './jacs.config.json', // Agent initialization autoCreateAgent: true, agentName: \"MCP JACS Agent\", agentDescription: \"Agent providing JACS services via MCP\", // Tool selection tools: ['tasks', 'agreements', 'documents'], // Security options requireSignatures: true, verifyIncomingDocuments: true\n}; server.use(createJacsMiddleware(middlewareConfig));","breadcrumbs":"MCP Integration Ā» Middleware Configuration","id":"146","title":"Middleware Configuration"},"147":{"body":"","breadcrumbs":"MCP Integration Ā» Tool Usage Examples","id":"147","title":"Tool Usage Examples"},"148":{"body":"// MCP Client code (Claude, other AI systems)\nconst taskResult = await mcpClient.callTool('jacs_create_task', { title: \"Analyze Sales Data\", description: \"Generate insights from Q4 sales data\", actions: [ { id: \"extract\", name: \"Extract Data\", description: \"Pull sales data from database\", success: \"Complete dataset extracted\", failure: \"Unable to connect to database\" }, { id: \"analyze\", name: \"Analyze Trends\", description: \"Identify patterns and insights\", success: \"Key insights identified\", failure: \"Insufficient data for analysis\" } ]\n}); console.log('Task created:', taskResult.jacsId);\nconsole.log('Task signature:', taskResult.jacsSignature);","breadcrumbs":"MCP Integration Ā» Creating a Task","id":"148","title":"Creating a Task"},"149":{"body":"const agreementResult = await mcpClient.callTool('jacs_create_agreement', { title: \"Data Analysis Agreement\", question: \"Do you agree to analyze the Q4 sales data?\", context: \"Task requires access to confidential sales database\", agents: [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ]\n}); console.log('Agreement created:', agreementResult.jacsId);\nconsole.log('Required signatures:', agreementResult.agents.length);","breadcrumbs":"MCP Integration Ā» Creating an Agreement","id":"149","title":"Creating an Agreement"},"15":{"body":"Support for both current (RSA, Ed25519) and post-quantum cryptographic algorithms ensures your system remains secure.","breadcrumbs":"Introduction Ā» šŸ”’ Future-Proof Security","id":"15","title":"šŸ”’ Future-Proof Security"},"150":{"body":"const verificationResult = await mcpClient.callTool('jacs_verify_document', { documentId: \"task-uuid-here\"\n}); console.log('Document valid:', verificationResult.valid);\nconsole.log('Signature verified:', verificationResult.signatureValid);\nconsole.log('Hash verified:', verificationResult.hashValid);","breadcrumbs":"MCP Integration Ā» Verifying Documents","id":"150","title":"Verifying Documents"},"151":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Integration","id":"151","title":"Advanced Integration"},"152":{"body":"Add your own JACS-aware tools: import { JacsMcpServer } from 'jacsnpm/mcp'; const server = new JacsMcpServer(config); // Custom tool that creates signed reports\nserver.addTool({ name: \"create_signed_report\", description: \"Create a cryptographically signed report\", inputSchema: { type: \"object\", properties: { title: { type: \"string\" }, content: { type: \"string\" }, reportType: { type: \"string\", enum: [\"analysis\", \"summary\", \"recommendation\"] } }, required: [\"title\", \"content\", \"reportType\"] }\n}, async (params) => { const { title, content, reportType } = params; // Create report document const report = { jacsType: \"report\", title, content, reportType, generatedAt: new Date().toISOString() }; // Sign with JACS agent const signedReport = await server.jacsAgent.createDocument(report); return { success: true, document: signedReport, verification: await server.jacsAgent.verifyDocument(signedReport) };\n});","breadcrumbs":"MCP Integration Ā» Custom Tools","id":"152","title":"Custom Tools"},"153":{"body":"Coordinate multiple agents through MCP: // Agent A creates a task\nconst task = await agentA.callTool('jacs_create_task', { title: \"Content Creation Pipeline\", description: \"Multi-stage content creation process\"\n}); // Create agreement for collaboration\nconst agreement = await agentA.callTool('jacs_create_agreement', { title: \"Content Collaboration Agreement\", question: \"Do you agree to participate in content creation?\", context: `Task: ${task.jacsId}`, agents: [agentA.id, agentB.id, agentC.id]\n}); // Each agent signs the agreement\nawait agentA.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentB.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentC.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId }); // Verify all signatures before proceeding\nconst verification = await agentA.callTool('jacs_verify_agreement', { agreementId: agreement.jacsId }); if (verification.complete) { console.log('All agents have signed - workflow can proceed');\n}","breadcrumbs":"MCP Integration Ā» Multi-Agent Workflows","id":"153","title":"Multi-Agent Workflows"},"154":{"body":"","breadcrumbs":"MCP Integration Ā» Transport Options","id":"154","title":"Transport Options"},"155":{"body":"import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js'; const server = new JacsMcpServer(config);\nconst transport = new StdioServerTransport();\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» Stdio Transport (Default)","id":"155","title":"Stdio Transport (Default)"},"156":{"body":"import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js'; const server = new JacsMcpServer(config);\nconst transport = new SSEServerTransport('/mcp', { port: 3000\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» SSE Transport (HTTP)","id":"156","title":"SSE Transport (HTTP)"},"157":{"body":"import { WebSocketServerTransport } from '@modelcontextprotocol/sdk/server/websocket.js'; const server = new JacsMcpServer(config);\nconst transport = new WebSocketServerTransport({ port: 3001\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» WebSocket Transport","id":"157","title":"WebSocket Transport"},"158":{"body":"","breadcrumbs":"MCP Integration Ā» Client Integration","id":"158","title":"Client Integration"},"159":{"body":"import { Client } from '@modelcontextprotocol/sdk/client/index.js';\nimport { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; // Connect to JACS MCP server\nconst transport = new StdioClientTransport({ command: 'node', args: ['jacs-mcp-server.js']\n}); const client = new Client({ name: \"JACS MCP Client\", version: \"1.0.0\"\n}, { capabilities: { tools: {} }\n}); await client.connect(transport); // List available JACS tools\nconst tools = await client.listTools();\nconsole.log('Available JACS tools:', tools.tools.map(t => t.name)); // Use JACS tools\nconst result = await client.callTool({ name: \"jacs_create_task\", arguments: { title: \"Example Task\", description: \"Task created via MCP client\" }\n}); console.log('Task created:', result.content);","breadcrumbs":"MCP Integration Ā» Using JACS with MCP Clients","id":"159","title":"Using JACS with MCP Clients"},"16":{"body":"JSON-based documents work everywhere - store them in any database, transmit over any protocol, integrate with any system.","breadcrumbs":"Introduction Ā» šŸŒ Universal Compatibility","id":"16","title":"šŸŒ Universal Compatibility"},"160":{"body":"","breadcrumbs":"MCP Integration Ā» Security Considerations","id":"160","title":"Security Considerations"},"161":{"body":"All JACS tools automatically verify signatures: // Tool implementation with verification\nserver.addTool({ name: \"process_task_result\", description: \"Process results from task completion\"\n}, async (params) => { const { taskId, result } = params; // Verify the task exists and signature is valid const task = await server.jacsAgent.getDocument(taskId); const isValid = await server.jacsAgent.verifyDocument(task); if (!isValid) { throw new Error('Invalid task signature - refusing to process'); } // Process the verified task result return processResult(result);\n});","breadcrumbs":"MCP Integration Ā» Signature Verification","id":"161","title":"Signature Verification"},"162":{"body":"Authenticate agent identity for sensitive operations: server.addTool({ name: \"access_sensitive_data\", description: \"Access sensitive data with agent verification\"\n}, async (params, context) => { const { agentId, dataType } = params; // Verify the requesting agent has proper credentials const agent = await server.jacsAgent.getAgent(agentId); const hasPermission = await checkAgentPermissions(agent, dataType); if (!hasPermission) { throw new Error('Agent lacks permission for this data type'); } return getSensitiveData(dataType);\n});","breadcrumbs":"MCP Integration Ā» Agent Authentication","id":"162","title":"Agent Authentication"},"163":{"body":"","breadcrumbs":"MCP Integration Ā» Monitoring and Observability","id":"163","title":"Monitoring and Observability"},"164":{"body":"const server = new JacsMcpServer({ ...config, logging: { logRequests: true, logSignatures: true, logVerifications: true }\n}); // Logs will include:\n// - Tool calls with agent identity\n// - Signature verification results // - Document creation/modification\n// - Agreement signing events","breadcrumbs":"MCP Integration Ā» Request Logging","id":"164","title":"Request Logging"},"165":{"body":"import { recordMcpOperation } from 'jacsnpm/observability'; server.addTool({ name: \"example_tool\"\n}, async (params) => { const startTime = Date.now(); try { const result = await performOperation(params); recordMcpOperation('example_tool', true, Date.now() - startTime); return result; } catch (error) { recordMcpOperation('example_tool', false, Date.now() - startTime); throw error; }\n});","breadcrumbs":"MCP Integration Ā» Metrics Collection","id":"165","title":"Metrics Collection"},"166":{"body":"Complete MCP integration examples are available: Basic MCP Server - Simple JACS MCP server Express Integration - MCP server with Express.js Multi-Agent Workflow - Coordinated agent collaboration Custom Tools - Building domain-specific JACS tools","breadcrumbs":"MCP Integration Ā» Examples","id":"166","title":"Examples"},"167":{"body":"","breadcrumbs":"MCP Integration Ā» Troubleshooting","id":"167","title":"Troubleshooting"},"168":{"body":"# Test MCP server connectivity\necho '{\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"initialize\", \"params\": {\"protocolVersion\": \"2024-11-05\", \"capabilities\": {}}}' | node jacs-mcp-server.js","breadcrumbs":"MCP Integration Ā» Connection Issues","id":"168","title":"Connection Issues"},"169":{"body":"// Verify tools are registered correctly\nconst server = new JacsMcpServer(config);\nawait server.start(); const tools = await server.listTools();\nconsole.log('Registered tools:', tools.map(t => t.name));","breadcrumbs":"MCP Integration Ā» Tool Registration Problems","id":"169","title":"Tool Registration Problems"},"17":{"body":"Whether you're building a simple CLI tool or a complex multi-agent system, JACS adapts to your architecture.","breadcrumbs":"Introduction Ā» šŸ§© Flexible Integration","id":"17","title":"šŸ§© Flexible Integration"},"170":{"body":"// Debug signature issues\ntry { const result = await mcpClient.callTool('jacs_verify_document', { documentId: 'problematic-doc-id' });\n} catch (error) { console.error('Verification details:', error.details); // Check agent keys, document integrity, etc.\n} For more details, see the API Reference and complete examples .","breadcrumbs":"MCP Integration Ā» Signature Verification Failures","id":"170","title":"Signature Verification Failures"},"171":{"body":"","breadcrumbs":"HTTP Server Ā» HTTP Server","id":"171","title":"HTTP Server"},"172":{"body":"","breadcrumbs":"Express Middleware Ā» Express Middleware","id":"172","title":"Express Middleware"},"173":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"173","title":"API Reference"},"174":{"body":"The JACS Python package (jacs) provides Python bindings to the JACS Rust library, making it easy to integrate JACS into AI/ML workflows, data science projects, and Python applications.","breadcrumbs":"Installation Ā» Python Installation","id":"174","title":"Python Installation"},"175":{"body":"Python : Version 3.10 or higher pip : For package management Operating System : Linux, macOS, or Windows with WSL Architecture : x86_64 or ARM64","breadcrumbs":"Installation Ā» Requirements","id":"175","title":"Requirements"},"176":{"body":"","breadcrumbs":"Installation Ā» Installation","id":"176","title":"Installation"},"177":{"body":"pip install jacs","breadcrumbs":"Installation Ā» Using pip","id":"177","title":"Using pip"},"178":{"body":"conda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Using conda","id":"178","title":"Using conda"},"179":{"body":"poetry add jacs","breadcrumbs":"Installation Ā» Using poetry","id":"179","title":"Using poetry"},"18":{"body":"Core Concepts - Understand agents, documents, and agreements Quick Start Guide - Get up and running in minutes Choose Your Implementation : Rust CLI & Library Node.js Package Python Package","breadcrumbs":"Introduction Ā» Getting Started","id":"18","title":"Getting Started"},"180":{"body":"# Clone the repository\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacspy # Create virtual environment\npython -m venv .venv\nsource .venv/bin/activate # On Windows: .venv\\Scripts\\activate # Install in development mode\npip install -e .","breadcrumbs":"Installation Ā» Development Installation","id":"180","title":"Development Installation"},"181":{"body":"Create a simple test to verify everything is working: # test.py\nimport jacs\nimport json print('JACS Python bindings loaded successfully!') # Test basic functionality\ntry: config = { \"jacs_data_directory\": \"./test_data\", \"jacs_key_directory\": \"./test_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } agent = jacs.Agent(config) print('Agent created successfully!')\nexcept Exception as error: print(f'Error creating agent: {error}') Run the test: python test.py","breadcrumbs":"Installation Ā» Verify Installation","id":"181","title":"Verify Installation"},"182":{"body":"The jacs package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"182","title":"Package Structure"},"183":{"body":"import jacs # Core classes\nagent = jacs.Agent(config)\ndocument = jacs.Document(data)\ntask = jacs.Task(config)","breadcrumbs":"Installation Ā» Core Module","id":"183","title":"Core Module"},"184":{"body":"from jacs.mcp import JacsMcpServer, create_jacs_middleware # MCP server functionality\nserver = JacsMcpServer(config)","breadcrumbs":"Installation Ā» MCP Integration","id":"184","title":"MCP Integration"},"185":{"body":"from jacs.fastmcp import FastMcpServer, JacsTools # Advanced MCP server with FastMCP\nserver = FastMcpServer()\nserver.add_jacs_tools()","breadcrumbs":"Installation Ā» FastMCP Integration","id":"185","title":"FastMCP Integration"},"186":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"186","title":"Configuration"},"187":{"body":"config = { # Required fields \"jacs_data_directory\": \"./jacs_data\", # Where documents are stored \"jacs_key_directory\": \"./jacs_keys\", # Where keys are stored \"jacs_default_storage\": \"fs\", # Storage backend \"jacs_agent_key_algorithm\": \"Ed25519\", # Signing algorithm # Optional fields \"jacs_agent_id_and_version\": None, # Existing agent to load \"jacs_agent_private_key_filename\": \"private.pem\", \"jacs_agent_public_key_filename\": \"public.pem\"\n}","breadcrumbs":"Installation Ā» Basic Configuration","id":"187","title":"Basic Configuration"},"188":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import json with open('jacs.config.json', 'r') as f: config = json.load(f) agent = jacs.Agent(config)","breadcrumbs":"Installation Ā» Configuration File","id":"188","title":"Configuration File"},"189":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" import os config = { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\", \"./jacs_data\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\", \"./jacs_keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\")\n}","breadcrumbs":"Installation Ā» Environment Variables","id":"189","title":"Environment Variables"},"19":{"body":"GitHub : HumanAssisted/JACS Issues : Report bugs and feature requests Examples : Complete examples for all implementations Documentation : This comprehensive guide Ready to build trustworthy AI systems? Let's get started!","breadcrumbs":"Introduction Ā» Community and Support","id":"19","title":"Community and Support"},"190":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"190","title":"Storage Backends"},"191":{"body":"config = { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\"\n}","breadcrumbs":"Installation Ā» File System (Default)","id":"191","title":"File System (Default)"},"192":{"body":"config = { \"jacs_default_storage\": \"s3\", \"jacs_s3_bucket\": \"my-jacs-bucket\", \"jacs_s3_region\": \"us-west-2\", \"jacs_s3_prefix\": \"jacs/\"\n}","breadcrumbs":"Installation Ā» S3 Storage","id":"192","title":"S3 Storage"},"193":{"body":"config = { \"jacs_default_storage\": \"azure\", \"jacs_azure_account\": \"myaccount\", \"jacs_azure_container\": \"jacs\", \"jacs_azure_key\": os.getenv(\"AZURE_STORAGE_KEY\")\n}","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"193","title":"Azure Blob Storage"},"194":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"194","title":"Cryptographic Algorithms"},"195":{"body":"config = { \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"195","title":"Ed25519 (Recommended)"},"196":{"body":"config = { \"jacs_agent_key_algorithm\": \"RSA\"\n} Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"196","title":"RSA-PSS"},"197":{"body":"config = { \"jacs_agent_key_algorithm\": \"Dilithium\"\n} Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"197","title":"Post-Quantum (Experimental)"},"198":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"198","title":"Development Setup"},"199":{"body":"my-jacs-project/\nā”œā”€ā”€ requirements.txt\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.py\nā”‚ ā”œā”€ā”€ tasks.py\nā”‚ ā””ā”€ā”€ agreements.py\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā”œā”€ā”€ jacs_keys/\nā”‚ ā”œā”€ā”€ private.pem\nā”‚ ā””ā”€ā”€ public.pem\nā””ā”€ā”€ tests/ ā””ā”€ā”€ test_jacs.py","breadcrumbs":"Installation Ā» Project Structure","id":"199","title":"Project Structure"},"2":{"body":"šŸ” Cryptographic Security : RSA, Ed25519, and post-quantum cryptographic algorithms šŸ“‹ JSON Schema Validation : Enforced document structure and validation šŸ¤ Multi-Agent Agreements : Built-in support for agent collaboration and task agreements šŸ” Full Audit Trail : Complete versioning and modification history šŸŒ Multiple Language Support : Rust, Node.js, and Python implementations šŸ”Œ MCP Integration : Native Model Context Protocol support šŸ“Š Observability : Built-in logging and metrics for production systems","breadcrumbs":"Introduction Ā» Key Features","id":"2","title":"Key Features"},"20":{"body":"JACS (JSON Agent Communication Standard) is a comprehensive framework designed to solve a critical problem in AI systems: How do agents communicate and collaborate securely with verifiable trust?","breadcrumbs":"What is JACS? Ā» What is JACS?","id":"20","title":"What is JACS?"},"200":{"body":"jacs>=0.1.0\nfastapi>=0.100.0 # For FastMCP integration\nuvicorn>=0.23.0 # For ASGI server\npydantic>=2.0.0 # For data validation","breadcrumbs":"Installation Ā» Requirements.txt Setup","id":"200","title":"Requirements.txt Setup"},"201":{"body":"# src/app.py\nimport jacs\nimport json\nimport os def main(): # Load configuration with open('jacs.config.json', 'r') as f: config = json.load(f) # Create agent agent = jacs.Agent(config) # Initialize if needed if not config.get(\"jacs_agent_id_and_version\"): agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"My Python JACS Agent\", \"description\": \"Example Python JACS agent\" }) # Update config with agent ID config[\"jacs_agent_id_and_version\"] = f\"{agent_doc['jacsId']}:{agent_doc['jacsVersion']}\" with open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) print('JACS agent ready!') return agent if __name__ == \"__main__\": agent = main()","breadcrumbs":"Installation Ā» Basic Application","id":"201","title":"Basic Application"},"202":{"body":"","breadcrumbs":"Installation Ā» Virtual Environment Setup","id":"202","title":"Virtual Environment Setup"},"203":{"body":"# Create virtual environment\npython -m venv jacs-env # Activate (Linux/macOS)\nsource jacs-env/bin/activate # Activate (Windows)\njacs-env\\Scripts\\activate # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using venv","id":"203","title":"Using venv"},"204":{"body":"# Create conda environment\nconda create -n jacs-env python=3.11 # Activate environment\nconda activate jacs-env # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using conda","id":"204","title":"Using conda"},"205":{"body":"# Initialize poetry project\npoetry init # Add JACS dependency\npoetry add jacs # Install dependencies\npoetry install # Activate shell\npoetry shell","breadcrumbs":"Installation Ā» Using poetry","id":"205","title":"Using poetry"},"206":{"body":"# Install Jupyter in your JACS environment\npip install jupyter # Start Jupyter\njupyter notebook # In your notebook\nimport jacs\nimport json\nimport os # Setup configuration\nconfig = { \"jacs_data_directory\": \"./notebook_data\", \"jacs_key_directory\": \"./notebook_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) print(\"JACS ready for notebook use!\")","breadcrumbs":"Installation Ā» Jupyter Notebook Setup","id":"206","title":"Jupyter Notebook Setup"},"207":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"207","title":"Common Issues"},"208":{"body":"If you get ModuleNotFoundError: No module named 'jacs': # Check Python version\npython --version # Should be 3.10+ # Check if jacs is installed\npip list | grep jacs # Reinstall if needed\npip uninstall jacs\npip install jacs","breadcrumbs":"Installation Ā» Module Not Found","id":"208","title":"Module Not Found"},"209":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"209","title":"Permission Errors"},"21":{"body":"As AI systems become more sophisticated, we're moving toward multi-agent architectures where different AI agents need to: Exchange tasks and delegate work to each other Create agreements and verify their completion Share data with guaranteed authenticity Maintain audit trails of decisions and actions Establish trust without centralized authorities Traditional approaches fall short because they lack: Cryptographic integrity for agent communications Standardized formats for agent interactions Built-in versioning and audit trails Support for multi-agent agreements and workflows","breadcrumbs":"What is JACS? Ā» The Problem JACS Solves","id":"21","title":"The Problem JACS Solves"},"210":{"body":"If you get binary compatibility errors: # Update pip and reinstall\npip install --upgrade pip\npip uninstall jacs\npip install jacs --no-cache-dir","breadcrumbs":"Installation Ā» Binary Compatibility","id":"210","title":"Binary Compatibility"},"211":{"body":"On Windows, you may need Visual C++ Build Tools: # Install Visual C++ Build Tools\n# Or use conda-forge\nconda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Windows Issues","id":"211","title":"Windows Issues"},"212":{"body":"JACS includes type hints for better IDE support: from typing import Dict, List, Any\nimport jacs # Type hints work with modern IDEs\nconfig: Dict[str, Any] = { \"jacs_data_directory\": \"./data\", \"jacs_key_directory\": \"./keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent: jacs.Agent = jacs.Agent(config)\nagent_doc: Dict[str, Any] = agent.create_agent({ \"name\": \"Typed Agent\", \"description\": \"Agent with type hints\"\n})","breadcrumbs":"Installation Ā» Type Hints and IDE Support","id":"212","title":"Type Hints and IDE Support"},"213":{"body":"# tests/test_jacs.py\nimport unittest\nimport tempfile\nimport os\nimport jacs class TestJACS(unittest.TestCase): def setUp(self): self.temp_dir = tempfile.mkdtemp() self.config = { \"jacs_data_directory\": os.path.join(self.temp_dir, \"data\"), \"jacs_key_directory\": os.path.join(self.temp_dir, \"keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Create directories os.makedirs(self.config[\"jacs_data_directory\"]) os.makedirs(self.config[\"jacs_key_directory\"]) self.agent = jacs.Agent(self.config) def test_agent_creation(self): self.agent.generate_keys() agent_doc = self.agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Agent for testing\" }) self.assertIn(\"jacsId\", agent_doc) self.assertIn(\"jacsVersion\", agent_doc) self.assertIn(\"name\", agent_doc) def tearDown(self): import shutil shutil.rmtree(self.temp_dir) if __name__ == \"__main__\": unittest.main()","breadcrumbs":"Installation Ā» Testing Setup","id":"213","title":"Testing Setup"},"214":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"214","title":"Next Steps"},"215":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Jupyter notebook workflows FastMCP server implementation AI/ML pipeline integration","breadcrumbs":"Installation Ā» Examples","id":"215","title":"Examples"},"216":{"body":"This guide covers the fundamental operations you can perform with JACS in Python, from creating agents to managing tasks and documents.","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"216","title":"Basic Usage"},"217":{"body":"Here's a complete example that demonstrates the core JACS workflow: import jacs\nimport json\nimport os # Configuration\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) # Generate keys and create agent document\nagent.generate_keys()\nagent_doc = agent.create_agent({ \"name\": \"My Python Agent\", \"description\": \"A JACS agent for Python workflows\", \"type\": \"automation\"\n}) print(f\"Created agent: {agent_doc['name']}\")\nprint(f\"Agent ID: {agent_doc['jacsId']}\") # Create a task\ntask_doc = agent.create_task({ \"title\": \"Process Data\", \"description\": \"Analyze customer data and generate report\", \"priority\": \"high\", \"status\": \"pending\"\n}) print(f\"Created task: {task_doc['title']}\")\nprint(f\"Task ID: {task_doc['jacsId']}\") # Update task status\nupdated_task = agent.update_task(task_doc['jacsId'], { \"status\": \"in_progress\", \"progress\": 25\n}) print(f\"Updated task status: {updated_task['status']}\")","breadcrumbs":"Basic Usage Ā» Quick Start Example","id":"217","title":"Quick Start Example"},"218":{"body":"","breadcrumbs":"Basic Usage Ā» Agent Management","id":"218","title":"Agent Management"},"219":{"body":"import jacs # Basic agent creation\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent = jacs.Agent(config) # Generate cryptographic keys\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"Data Processor\", \"description\": \"Agent specialized in data processing tasks\", \"type\": \"data_processor\", \"capabilities\": [\"data_analysis\", \"report_generation\"], \"version\": \"1.0.0\"\n}) print(f\"Agent created with ID: {agent_doc['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating an Agent","id":"219","title":"Creating an Agent"},"22":{"body":"","breadcrumbs":"What is JACS? Ā» JACS Core Philosophy","id":"22","title":"JACS Core Philosophy"},"220":{"body":"# If you have an existing agent, specify it in config\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\", \"jacs_agent_id_and_version\": \"agent_123:1\" # Load existing agent\n} agent = jacs.Agent(config) # Agent is now loaded and ready to use\nprint(\"Existing agent loaded successfully\")","breadcrumbs":"Basic Usage Ā» Loading an Existing Agent","id":"220","title":"Loading an Existing Agent"},"221":{"body":"# Get agent information\nagent_info = agent.get_agent_info()\nprint(f\"Agent Name: {agent_info['name']}\")\nprint(f\"Agent Type: {agent_info['type']}\")\nprint(f\"Capabilities: {agent_info.get('capabilities', [])}\")","breadcrumbs":"Basic Usage Ā» Agent Information","id":"221","title":"Agent Information"},"222":{"body":"","breadcrumbs":"Basic Usage Ā» Task Management","id":"222","title":"Task Management"},"223":{"body":"# Simple task\ntask = agent.create_task({ \"title\": \"Data Analysis\", \"description\": \"Analyze sales data for Q4\", \"status\": \"pending\"\n}) # Detailed task with metadata\ndetailed_task = agent.create_task({ \"title\": \"Generate Monthly Report\", \"description\": \"Create comprehensive monthly performance report\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"data_team\", \"due_date\": \"2024-02-01\", \"tags\": [\"reporting\", \"monthly\", \"performance\"], \"metadata\": { \"department\": \"analytics\", \"report_type\": \"performance\", \"data_sources\": [\"sales\", \"marketing\", \"support\"] }\n}) print(f\"Created task: {detailed_task['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Tasks","id":"223","title":"Creating Tasks"},"224":{"body":"# Update task status\nupdated_task = agent.update_task(task['jacsId'], { \"status\": \"in_progress\", \"progress\": 50, \"notes\": \"Data collection completed, starting analysis\"\n}) # Add results to completed task\ncompleted_task = agent.update_task(task['jacsId'], { \"status\": \"completed\", \"progress\": 100, \"results\": { \"total_sales\": 1250000, \"growth_rate\": 15.3, \"top_products\": [\"Product A\", \"Product B\", \"Product C\"] }, \"completion_date\": \"2024-01-15\"\n})","breadcrumbs":"Basic Usage Ā» Updating Tasks","id":"224","title":"Updating Tasks"},"225":{"body":"# Get all tasks\nall_tasks = agent.list_tasks()\nprint(f\"Total tasks: {len(all_tasks)}\") # Filter tasks by status\npending_tasks = [task for task in all_tasks if task.get('status') == 'pending']\nprint(f\"Pending tasks: {len(pending_tasks)}\") # Get specific task\ntask_details = agent.get_task(task['jacsId'])\nprint(f\"Task: {task_details['title']}\")","breadcrumbs":"Basic Usage Ā» Querying Tasks","id":"225","title":"Querying Tasks"},"226":{"body":"","breadcrumbs":"Basic Usage Ā» Document Management","id":"226","title":"Document Management"},"227":{"body":"# Create a generic document\ndocument = agent.create_document({ \"type\": \"report\", \"title\": \"Q4 Sales Analysis\", \"content\": { \"summary\": \"Sales increased by 15% in Q4\", \"details\": { \"total_revenue\": 1250000, \"units_sold\": 5000, \"average_order_value\": 250 } }, \"author\": \"analytics_team\", \"created_date\": \"2024-01-15\"\n}) print(f\"Document created: {document['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Documents","id":"227","title":"Creating Documents"},"228":{"body":"# Update document (creates new version)\nupdated_document = agent.update_document(document['jacsId'], { \"content\": { \"summary\": \"Sales increased by 15.3% in Q4 (revised)\", \"details\": { \"total_revenue\": 1253000, # Corrected figure \"units_sold\": 5012, \"average_order_value\": 250.1 } }, \"revision_notes\": \"Corrected revenue figures\"\n}) print(f\"Document updated to version: {updated_document['jacsVersion']}\")","breadcrumbs":"Basic Usage Ā» Document Versioning","id":"228","title":"Document Versioning"},"229":{"body":"# Verify document signature\nis_valid = agent.verify_document(document['jacsId'])\nprint(f\"Document signature valid: {is_valid}\") # Get document history\nhistory = agent.get_document_history(document['jacsId'])\nprint(f\"Document has {len(history)} versions\")","breadcrumbs":"Basic Usage Ā» Document Verification","id":"229","title":"Document Verification"},"23":{"body":"JACS is built specifically for AI agent communication patterns, not as a general-purpose document signing system. It understands concepts like: Agents with identities and capabilities Tasks that can be delegated and tracked Agreements between multiple parties Versioning for iterative improvements","breadcrumbs":"What is JACS? Ā» šŸŽÆ Agent-First Design","id":"23","title":"šŸŽÆ Agent-First Design"},"230":{"body":"","breadcrumbs":"Basic Usage Ā» Agreement Management","id":"230","title":"Agreement Management"},"231":{"body":"# Create a multi-party agreement\nagreement = agent.create_agreement({ \"title\": \"Data Sharing Agreement\", \"description\": \"Agreement for sharing customer data between departments\", \"parties\": [\"analytics_team\", \"marketing_team\", \"legal_team\"], \"terms\": { \"data_types\": [\"customer_demographics\", \"purchase_history\"], \"usage_restrictions\": [\"no_external_sharing\", \"anonymization_required\"], \"duration\": \"12_months\" }, \"status\": \"draft\"\n}) print(f\"Agreement created: {agreement['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Agreements","id":"231","title":"Creating Agreements"},"232":{"body":"# Submit agreement for approval\nsubmitted_agreement = agent.update_agreement(agreement['jacsId'], { \"status\": \"pending_approval\", \"submitted_by\": \"analytics_team\", \"submitted_date\": \"2024-01-15\"\n}) # Approve agreement (would be done by each party)\napproved_agreement = agent.approve_agreement(agreement['jacsId'], { \"approver\": \"legal_team\", \"approval_date\": \"2024-01-16\", \"notes\": \"Approved with standard terms\"\n}) # Finalize agreement\nfinal_agreement = agent.finalize_agreement(agreement['jacsId'])\nprint(f\"Agreement status: {final_agreement['status']}\")","breadcrumbs":"Basic Usage Ā» Agreement Workflow","id":"232","title":"Agreement Workflow"},"233":{"body":"","breadcrumbs":"Basic Usage Ā» Working with JSON Schemas","id":"233","title":"Working with JSON Schemas"},"234":{"body":"# Define a custom schema for your documents\ntask_schema = { \"type\": \"object\", \"properties\": { \"title\": {\"type\": \"string\", \"minLength\": 1}, \"description\": {\"type\": \"string\"}, \"priority\": {\"type\": \"string\", \"enum\": [\"low\", \"medium\", \"high\"]}, \"status\": {\"type\": \"string\", \"enum\": [\"pending\", \"in_progress\", \"completed\"]}, \"assignee\": {\"type\": \"string\"}, \"due_date\": {\"type\": \"string\", \"format\": \"date\"} }, \"required\": [\"title\", \"description\", \"status\"]\n} # Create task with schema validation\ntry: validated_task = agent.create_task({ \"title\": \"Validated Task\", \"description\": \"This task follows the schema\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"john_doe\", \"due_date\": \"2024-02-01\" }, schema=task_schema) print(\"Task created and validated successfully\")\nexcept Exception as e: print(f\"Schema validation failed: {e}\")","breadcrumbs":"Basic Usage Ā» Schema Validation","id":"234","title":"Schema Validation"},"235":{"body":"","breadcrumbs":"Basic Usage Ā» Error Handling","id":"235","title":"Error Handling"},"236":{"body":"import jacs try: agent = jacs.Agent(config) # Attempt to create agent agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Testing error handling\" }) except jacs.ConfigurationError as e: print(f\"Configuration error: {e}\") # Handle configuration issues except jacs.CryptographicError as e: print(f\"Cryptographic error: {e}\") # Handle key generation or signing issues except jacs.ValidationError as e: print(f\"Validation error: {e}\") # Handle schema validation failures except jacs.StorageError as e: print(f\"Storage error: {e}\") # Handle file system or cloud storage issues except Exception as e: print(f\"Unexpected error: {e}\") # Handle any other errors","breadcrumbs":"Basic Usage Ā» Common Error Patterns","id":"236","title":"Common Error Patterns"},"237":{"body":"def create_agent_safely(config): \"\"\"Create agent with comprehensive error handling\"\"\" try: agent = jacs.Agent(config) # Check if keys exist if not agent.has_keys(): print(\"Generating new keys...\") agent.generate_keys() # Check if agent document exists if not config.get(\"jacs_agent_id_and_version\"): print(\"Creating new agent...\") agent_doc = agent.create_agent({ \"name\": \"Robust Agent\", \"description\": \"Agent with error handling\" }) return agent, agent_doc else: print(\"Loading existing agent...\") return agent, None except Exception as e: print(f\"Failed to create agent: {e}\") return None, None # Usage\nagent, agent_doc = create_agent_safely(config)\nif agent: print(\"Agent ready for use\")\nelse: print(\"Failed to initialize agent\")","breadcrumbs":"Basic Usage Ā» Robust Error Handling","id":"237","title":"Robust Error Handling"},"238":{"body":"","breadcrumbs":"Basic Usage Ā» Configuration Management","id":"238","title":"Configuration Management"},"239":{"body":"import os\nimport json def load_config(): \"\"\"Load configuration from environment or file\"\"\" # Try environment variables first if os.getenv(\"JACS_DATA_DIRECTORY\"): return { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\"), \"jacs_default_storage\": os.getenv(\"JACS_DEFAULT_STORAGE\", \"fs\"), \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\") } # Fall back to config file try: with open(\"jacs.config.json\", \"r\") as f: return json.load(f) except FileNotFoundError: # Default configuration return { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Usage\nconfig = load_config()\nagent = jacs.Agent(config)","breadcrumbs":"Basic Usage Ā» Environment-Based Configuration","id":"239","title":"Environment-Based Configuration"},"24":{"body":"Every JACS document includes: Digital signatures proving authenticity Hash verification ensuring integrity Public key cryptography for identity verification Timestamps for chronological ordering","breadcrumbs":"What is JACS? Ā» šŸ” Trust Through Cryptography","id":"24","title":"šŸ” Trust Through Cryptography"},"240":{"body":"def validate_config(config): \"\"\"Validate JACS configuration\"\"\" required_fields = [ \"jacs_data_directory\", \"jacs_key_directory\", \"jacs_default_storage\", \"jacs_agent_key_algorithm\" ] for field in required_fields: if field not in config: raise ValueError(f\"Missing required configuration field: {field}\") # Validate algorithm valid_algorithms = [\"Ed25519\", \"RSA\", \"Dilithium\"] if config[\"jacs_agent_key_algorithm\"] not in valid_algorithms: raise ValueError(f\"Invalid algorithm: {config['jacs_agent_key_algorithm']}\") # Validate storage valid_storage = [\"fs\", \"s3\", \"azure\"] if config[\"jacs_default_storage\"] not in valid_storage: raise ValueError(f\"Invalid storage backend: {config['jacs_default_storage']}\") return True # Usage\ntry: validate_config(config) agent = jacs.Agent(config)\nexcept ValueError as e: print(f\"Configuration error: {e}\")","breadcrumbs":"Basic Usage Ā» Configuration Validation","id":"240","title":"Configuration Validation"},"241":{"body":"","breadcrumbs":"Basic Usage Ā» Performance Tips","id":"241","title":"Performance Tips"},"242":{"body":"# Create multiple tasks efficiently\ntasks_data = [ {\"title\": f\"Task {i}\", \"description\": f\"Description {i}\", \"status\": \"pending\"} for i in range(10)\n] created_tasks = []\nfor task_data in tasks_data: task = agent.create_task(task_data) created_tasks.append(task) print(f\"Created {len(created_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Batch Operations","id":"242","title":"Batch Operations"},"243":{"body":"# Cache agent instance for reuse\nclass JACSManager: def __init__(self, config): self.config = config self._agent = None @property def agent(self): if self._agent is None: self._agent = jacs.Agent(self.config) return self._agent def create_task(self, task_data): return self.agent.create_task(task_data) def get_task(self, task_id): return self.agent.get_task(task_id) # Usage\nmanager = JACSManager(config)\ntask = manager.create_task({\"title\": \"Cached Task\", \"status\": \"pending\"})","breadcrumbs":"Basic Usage Ā» Caching Agent Instance","id":"243","title":"Caching Agent Instance"},"244":{"body":"Now that you understand the basics: MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation Examples - More complex examples","breadcrumbs":"Basic Usage Ā» Next Steps","id":"244","title":"Next Steps"},"245":{"body":"","breadcrumbs":"Basic Usage Ā» Common Patterns","id":"245","title":"Common Patterns"},"246":{"body":"def process_data_pipeline(agent, data_source): \"\"\"Example data processing pipeline using JACS tasks\"\"\" # Create extraction task extract_task = agent.create_task({ \"title\": \"Extract Data\", \"description\": f\"Extract data from {data_source}\", \"status\": \"pending\", \"type\": \"extraction\" }) # Simulate extraction agent.update_task(extract_task['jacsId'], { \"status\": \"completed\", \"results\": {\"records_extracted\": 1000} }) # Create transformation task transform_task = agent.create_task({ \"title\": \"Transform Data\", \"description\": \"Clean and transform extracted data\", \"status\": \"pending\", \"type\": \"transformation\", \"depends_on\": [extract_task['jacsId']] }) # Continue pipeline... return [extract_task, transform_task] # Usage\npipeline_tasks = process_data_pipeline(agent, \"customer_database\")\nprint(f\"Created pipeline with {len(pipeline_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Task Pipeline","id":"246","title":"Task Pipeline"},"247":{"body":"JACS provides seamless integration with the Model Context Protocol (MCP), enabling cryptographically signed and verified communication between AI agents and MCP servers. This integration ensures that all tool calls, resource requests, and prompt interactions are authenticated and tamper-proof.","breadcrumbs":"MCP Integration Ā» MCP Integration","id":"247","title":"MCP Integration"},"248":{"body":"JACS MCP integration provides: Cryptographic Authentication : All MCP messages are signed and verified FastMCP Support : Native integration with FastMCP servers HTTP & SSE Transports : Support for both HTTP and Server-Sent Events Transparent Security : Existing MCP code works with minimal changes","breadcrumbs":"MCP Integration Ā» Overview","id":"248","title":"Overview"},"249":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"249","title":"Quick Start"},"25":{"body":"JACS builds on proven standards: JSON for universal compatibility JSON Schema for structure validation RFC 3339 timestamps for consistency Standard cryptographic algorithms (RSA, Ed25519, post-quantum)","breadcrumbs":"What is JACS? Ā» šŸ“‹ Standards-Based","id":"25","title":"šŸ“‹ Standards-Based"},"250":{"body":"import jacs\nimport os\nfrom pathlib import Path\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport uvicorn # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) # Create FastMCP server with JACS authentication\nmcp = JACSMCPServer(FastMCP(\"Authenticated Echo Server\")) @mcp.tool()\ndef echo_tool(text: str) -> str: \"\"\"Echo the input text with server prefix\"\"\" return f\"SERVER SAYS: {text}\" @mcp.resource(\"echo://static\")\ndef echo_resource() -> str: return \"Echo!\" @mcp.prompt(\"echo\")\ndef echo_prompt(text: str) -> str: return f\"Echo prompt: {text}\" # Get the ASGI app with JACS middleware\nsse_app_with_middleware = mcp.sse_app() if __name__ == \"__main__\": print(\"Starting JACS-enabled MCP server...\") uvicorn.run(sse_app_with_middleware, host=\"localhost\", port=8000)","breadcrumbs":"MCP Integration Ā» Basic MCP Server with JACS","id":"250","title":"Basic MCP Server with JACS"},"251":{"body":"import asyncio\nimport os\nfrom pathlib import Path\nimport jacs\nfrom jacs.mcp import JACSMCPClient # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.client.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) async def main(): server_url = \"http://localhost:8000/sse\" try: client = JACSMCPClient(server_url) async with client: # Call authenticated tool result = await client.call_tool(\"echo_tool\", { \"text\": \"Hello from authenticated client!\" }) print(f\"Tool result: {result}\") # Read authenticated resource resource = await client.read_resource(\"echo://static\") print(f\"Resource: {resource}\") except Exception as e: print(f\"Error: {e}\") if __name__ == \"__main__\": asyncio.run(main())","breadcrumbs":"MCP Integration Ā» Basic MCP Client with JACS","id":"251","title":"Basic MCP Client with JACS"},"252":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"252","title":"Configuration"},"253":{"body":"Create a jacs.config.json file for your server and client: { \"$schema\": \"https://hai.ai/schemas/jacs.config.schema.json\", \"jacs_agent_id_and_version\": \"your-agent-id:version\", \"jacs_agent_key_algorithm\": \"RSA-PSS\", \"jacs_agent_private_key_filename\": \"private.pem.enc\", \"jacs_agent_public_key_filename\": \"public.pem\", \"jacs_data_directory\": \"./jacs\", \"jacs_default_storage\": \"fs\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_private_key_password\": \"your_password\", \"jacs_use_security\": \"true\"\n}","breadcrumbs":"MCP Integration Ā» JACS Configuration File","id":"253","title":"JACS Configuration File"},"254":{"body":"Generate cryptographic keys for your agents: import jacs # Load configuration\njacs.load(\"jacs.config.json\") # Generate keys (only needed once per agent)\nagent = jacs.Agent()\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"MCP Server Agent\", \"description\": \"Agent for MCP server authentication\", \"type\": \"mcp_server\"\n}) print(f\"Agent ID: {agent_doc['jacsId']}\")","breadcrumbs":"MCP Integration Ā» Key Generation","id":"254","title":"Key Generation"},"255":{"body":"","breadcrumbs":"MCP Integration Ā» Integration Patterns","id":"255","title":"Integration Patterns"},"256":{"body":"The JACSMCPServer wrapper automatically adds cryptographic middleware: from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP # Create FastMCP server\nbase_server = FastMCP(\"My Server\") # Wrap with JACS authentication\nauthenticated_server = JACSMCPServer(base_server) # All decorators work normally\n@authenticated_server.tool()\ndef my_tool(data: str) -> str: return f\"Processed: {data}\"","breadcrumbs":"MCP Integration Ā» 1. FastMCP with JACS Middleware","id":"256","title":"1. FastMCP with JACS Middleware"},"257":{"body":"For HTTP-based MCP servers, you can manually sign responses: from fastapi import FastAPI, Request\nfrom fastapi.responses import JSONResponse\nimport jacs app = FastAPI() @app.post(\"/api/tool\")\nasync def call_tool(request: Request): # Verify incoming request body = await request.body() verified_data = jacs.verify_request(body.decode()) # Process the tool call result = {\"message\": \"Tool executed\", \"data\": verified_data} # Sign and return response signed_response = jacs.sign_response(result) return JSONResponse(content=signed_response)","breadcrumbs":"MCP Integration Ā» 2. HTTP MCP with Manual Signing","id":"257","title":"2. HTTP MCP with Manual Signing"},"258":{"body":"For stdio-based MCP servers: from mcp.server.fastmcp import FastMCP\nimport jacs # Initialize JACS\njacs.load(\"jacs.config.json\") mcp = FastMCP(\"Stdio Server\") @mcp.tool()\ndef secure_tool(input_data: str) -> str: \"\"\"A tool that processes signed input\"\"\" # Input is automatically verified by JACS middleware return f\"Securely processed: {input_data}\" if __name__ == \"__main__\": # Run with stdio transport mcp.run()","breadcrumbs":"MCP Integration Ā» 3. Standard MCP with Stdio","id":"258","title":"3. Standard MCP with Stdio"},"259":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Usage","id":"259","title":"Advanced Usage"},"26":{"body":"","breadcrumbs":"What is JACS? Ā» Key Concepts","id":"26","title":"Key Concepts"},"260":{"body":"from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport jacs class CustomJACSServer: def __init__(self, base_server: FastMCP): self.base_server = base_server self.setup_middleware() def setup_middleware(self): # Custom verification logic @self.base_server.middleware(\"http\") async def custom_auth(request, call_next): # Custom JACS verification if self.should_verify(request): body = await request.body() verified = jacs.verify_request(body.decode()) # Update request with verified data response = await call_next(request) # Custom signing logic if self.should_sign(response): # Sign response pass return response def should_verify(self, request) -> bool: # Custom logic for when to verify return True def should_sign(self, response) -> bool: # Custom logic for when to sign return True","breadcrumbs":"MCP Integration Ā» Custom Authentication Logic","id":"260","title":"Custom Authentication Logic"},"261":{"body":"import jacs\nfrom jacs.mcp import JACSMCPServer, JACSMCPClient # Server side - configure for multiple agents\nserver_config = { \"trusted_agents\": [\"agent1-id\", \"agent2-id\"], \"require_signatures\": True\n} mcp_server = JACSMCPServer(FastMCP(\"Multi-Agent Server\")) @mcp_server.tool()\ndef multi_agent_tool(data: str, agent_context: dict) -> str: \"\"\"Tool that can be called by multiple authenticated agents\"\"\" agent_id = agent_context.get(\"agent_id\") return f\"Agent {agent_id} processed: {data}\" # Client side - each agent uses its own keys\nclient1 = JACSMCPClient(\"http://server:8000/sse\")\nclient2 = JACSMCPClient(\"http://server:8000/sse\")","breadcrumbs":"MCP Integration Ā» Multi-Agent Authentication","id":"261","title":"Multi-Agent Authentication"},"262":{"body":"","breadcrumbs":"MCP Integration Ā» Error Handling","id":"262","title":"Error Handling"},"263":{"body":"import jacs\nfrom jacs.mcp import JACSMCPClient async def robust_mcp_client(): try: client = JACSMCPClient(\"http://localhost:8000/sse\") async with client: result = await client.call_tool(\"my_tool\", {\"data\": \"test\"}) return result except jacs.CryptographicError as e: print(f\"Signature verification failed: {e}\") # Handle invalid signatures except jacs.ConfigurationError as e: print(f\"JACS configuration error: {e}\") # Handle missing keys or config except ConnectionError as e: print(f\"MCP connection failed: {e}\") # Handle network issues except Exception as e: print(f\"Unexpected error: {e}\")","breadcrumbs":"MCP Integration Ā» Common JACS MCP Errors","id":"263","title":"Common JACS MCP Errors"},"264":{"body":"import logging\nimport jacs # Enable detailed JACS logging\nlogging.basicConfig(level=logging.DEBUG)\njacs_logger = logging.getLogger(\"jacs\")\njacs_logger.setLevel(logging.DEBUG) # Enable MCP debugging\nmcp_logger = logging.getLogger(\"mcp\")\nmcp_logger.setLevel(logging.DEBUG) # Your MCP code here...","breadcrumbs":"MCP Integration Ā» Debugging Authentication Issues","id":"264","title":"Debugging Authentication Issues"},"265":{"body":"","breadcrumbs":"MCP Integration Ā» Production Deployment","id":"265","title":"Production Deployment"},"266":{"body":"Key Management : Store private keys securely Environment Variables : Use environment variables for passwords Network Security : Use TLS for network transport Key Rotation : Implement key rotation policies import os\nimport jacs # Production configuration\nconfig = { \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIR\", \"/secure/keys\"), \"jacs_private_key_password\": os.getenv(\"JACS_KEY_PASSWORD\"), \"jacs_use_security\": \"true\", \"jacs_agent_key_algorithm\": \"RSA-PSS\"\n} # Load with production settings\njacs.load_config(config)","breadcrumbs":"MCP Integration Ā» Security Best Practices","id":"266","title":"Security Best Practices"},"267":{"body":"FROM python:3.11-slim WORKDIR /app # Install dependencies\nCOPY requirements.txt .\nRUN pip install -r requirements.txt # Copy application\nCOPY . . # Create secure key directory\nRUN mkdir -p /secure/keys && chmod 700 /secure/keys # Set environment variables\nENV JACS_KEY_DIR=/secure/keys\nENV JACS_USE_SECURITY=true # Run MCP server\nCMD [\"python\", \"mcp_server.py\"]","breadcrumbs":"MCP Integration Ā» Docker Deployment","id":"267","title":"Docker Deployment"},"268":{"body":"","breadcrumbs":"MCP Integration Ā» Testing","id":"268","title":"Testing"},"269":{"body":"import pytest\nimport jacs\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nfrom fastmcp.client import Client\nfrom fastmcp.client.transports import FastMCPTransport @pytest.fixture\ndef jacs_mcp_server(): # Setup test configuration jacs.load(\"test.config.json\") server = FastMCP(\"Test Server\") return JACSMCPServer(server) @pytest.fixture\ndef test_client(jacs_mcp_server): transport = FastMCPTransport(jacs_mcp_server) return Client(transport) async def test_authenticated_tool(test_client): async with test_client: result = await test_client.call_tool(\"echo_tool\", {\"text\": \"test\"}) assert \"test\" in str(result)","breadcrumbs":"MCP Integration Ā» Unit Testing MCP Tools","id":"269","title":"Unit Testing MCP Tools"},"27":{"body":"An Agent is an autonomous entity with: A unique identity (UUID) Cryptographic keys for signing Capabilities defined in services The ability to create and verify documents","breadcrumbs":"What is JACS? Ā» Agents","id":"27","title":"Agents"},"270":{"body":"","breadcrumbs":"MCP Integration Ā» Performance Considerations","id":"270","title":"Performance Considerations"},"271":{"body":"Key Caching : JACS automatically caches keys Batch Operations : Group multiple tool calls when possible Connection Pooling : Reuse client connections Async Operations : Use async/await properly # Efficient client usage\nasync def efficient_mcp_usage(): client = JACSMCPClient(\"http://server:8000/sse\") # Single connection for multiple operations async with client: # Batch multiple tool calls tasks = [ client.call_tool(\"tool1\", {\"data\": f\"item{i}\"}) for i in range(10) ] results = await asyncio.gather(*tasks) return results","breadcrumbs":"MCP Integration Ā» Optimization Tips","id":"271","title":"Optimization Tips"},"272":{"body":"FastMCP Integration - Advanced FastMCP patterns API Reference - Complete API documentation Examples - More complex examples Security Guide - Security best practices","breadcrumbs":"MCP Integration Ā» Next Steps","id":"272","title":"Next Steps"},"273":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"273","title":"API Reference"},"274":{"body":"","breadcrumbs":"JSON Schemas Ā» JSON Schemas","id":"274","title":"JSON Schemas"},"275":{"body":"","breadcrumbs":"Agent Schema Ā» Agent Schema","id":"275","title":"Agent Schema"},"276":{"body":"","breadcrumbs":"Document Schema Ā» Document Schema","id":"276","title":"Document Schema"},"277":{"body":"","breadcrumbs":"Task Schema Ā» Task Schema","id":"277","title":"Task Schema"},"278":{"body":"","breadcrumbs":"Configuration Ā» Configuration","id":"278","title":"Configuration"},"279":{"body":"","breadcrumbs":"Security Model Ā» Security Model","id":"279","title":"Security Model"},"28":{"body":"A Document is any JSON object that includes: JACS header fields (ID, version, creator, etc.) A cryptographic signature A hash for integrity verification Business logic specific to the document type","breadcrumbs":"What is JACS? Ā» Documents","id":"28","title":"Documents"},"280":{"body":"","breadcrumbs":"Cryptographic Algorithms Ā» Cryptographic Algorithms","id":"280","title":"Cryptographic Algorithms"},"281":{"body":"","breadcrumbs":"Storage Backends Ā» Storage Backends","id":"281","title":"Storage Backends"},"282":{"body":"","breadcrumbs":"Custom Schemas Ā» Custom Schemas","id":"282","title":"Custom Schemas"},"283":{"body":"","breadcrumbs":"Testing Ā» Testing","id":"283","title":"Testing"},"284":{"body":"","breadcrumbs":"Model Context Protocol (MCP) Ā» Model Context Protocol (MCP)","id":"284","title":"Model Context Protocol (MCP)"},"285":{"body":"","breadcrumbs":"Web Servers Ā» Web Servers","id":"285","title":"Web Servers"},"286":{"body":"","breadcrumbs":"Databases Ā» Databases","id":"286","title":"Databases"},"287":{"body":"","breadcrumbs":"CLI Examples Ā» CLI Examples","id":"287","title":"CLI Examples"},"288":{"body":"","breadcrumbs":"Node.js Examples Ā» Node.js Examples","id":"288","title":"Node.js Examples"},"289":{"body":"","breadcrumbs":"Python Examples Ā» Python Examples","id":"289","title":"Python Examples"},"29":{"body":"A Task is a special document type representing: Work to be performed Success/failure criteria Input/output specifications Delegation and completion tracking","breadcrumbs":"What is JACS? Ā» Tasks","id":"29","title":"Tasks"},"290":{"body":"","breadcrumbs":"Integration Examples Ā» Integration Examples","id":"290","title":"Integration Examples"},"291":{"body":"This page provides a comprehensive reference for all JACS command-line interface commands.","breadcrumbs":"CLI Command Reference Ā» CLI Command Reference","id":"291","title":"CLI Command Reference"},"292":{"body":"","breadcrumbs":"CLI Command Reference Ā» Global Commands","id":"292","title":"Global Commands"},"293":{"body":"Prints version and build information for the JACS installation. jacs version","breadcrumbs":"CLI Command Reference Ā» jacs version","id":"293","title":"jacs version"},"294":{"body":"Initialize JACS by creating both configuration and agent (with cryptographic keys). This is typically the first command run when setting up JACS. jacs init","breadcrumbs":"CLI Command Reference Ā» jacs init","id":"294","title":"jacs init"},"295":{"body":"Print help information for JACS commands. jacs help [COMMAND]","breadcrumbs":"CLI Command Reference Ā» jacs help","id":"295","title":"jacs help"},"296":{"body":"","breadcrumbs":"CLI Command Reference Ā» Configuration Commands","id":"296","title":"Configuration Commands"},"297":{"body":"Work with JACS configuration settings. jacs config [SUBCOMMAND] Note: Specific subcommands for config are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs config","id":"297","title":"jacs config"},"298":{"body":"","breadcrumbs":"CLI Command Reference Ā» Agent Commands","id":"298","title":"Agent Commands"},"299":{"body":"Work with JACS agents - the cryptographic identities that sign and verify documents. jacs agent [SUBCOMMAND] Note: Specific subcommands for agent management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs agent","id":"299","title":"jacs agent"},"3":{"body":"JACS is available in three languages, each with its own strengths:","breadcrumbs":"Introduction Ā» Available Implementations","id":"3","title":"Available Implementations"},"30":{"body":"An Agreement is a mechanism for: Multiple agents to consent to terms Tracking signatures from all required parties Ensuring all participants have signed before proceeding Creating binding commitments between agents","breadcrumbs":"What is JACS? Ā» Agreements","id":"30","title":"Agreements"},"300":{"body":"","breadcrumbs":"CLI Command Reference Ā» Task Commands","id":"300","title":"Task Commands"},"301":{"body":"Work with JACS agent tasks - structured workflows between agents. jacs task [SUBCOMMAND] Note: Specific subcommands for task management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs task","id":"301","title":"jacs task"},"302":{"body":"The jacs document command provides comprehensive document management capabilities.","breadcrumbs":"CLI Command Reference Ā» Document Commands","id":"302","title":"Document Commands"},"303":{"body":"Create a new JACS document, either by embedding or parsing a document with optional file attachments. Usage: jacs document create [OPTIONS] Options: -a - Path to the agent file. If not specified, uses config jacs_agent_id_and_version -f - Path to input file. Must be JSON format -o - Output filename for the created document -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -n, --no-save - Instead of saving files, print to stdout -s, --schema - Path to JSON schema file to use for validation --attach - Path to file or directory for file attachments -e, --embed - Embed documents or keep them external [possible values: true, false] -h, --help - Print help information Examples: # Create document from JSON file\njacs document create -f my-document.json # Create document with embedded attachment\njacs document create -f document.json --attach ./image.jpg --embed true # Create document with referenced attachment\njacs document create -f document.json --attach ./data.csv --embed false # Create from directory of JSON files\njacs document create -d ./documents/ # Create with custom schema validation\njacs document create -f document.json -s custom-schema.json # Print to stdout instead of saving\njacs document create -f document.json --no-save","breadcrumbs":"CLI Command Reference Ā» jacs document create","id":"303","title":"jacs document create"},"304":{"body":"Create a new version of an existing document. Requires both the original JACS file and the modified JACS metadata. Usage: jacs document update [OPTIONS] Options: -a - Path to the agent file -f - Path to original document file -n - Path to new/modified document file -o - Output filename for updated document -v, --verbose - Enable verbose output -n, --no-save - Print to stdout instead of saving -s, --schema - Path to JSON schema file for validation --attach - Path to file or directory for additional attachments -e, --embed - Embed new attachments or keep them external -h, --help - Print help information Example: # Update document with new version\njacs document update -f original.json -n modified.json -o updated.json # Update and add new attachments\njacs document update -f original.json -n modified.json --attach ./new-file.pdf --embed false","breadcrumbs":"CLI Command Reference Ā» jacs document update","id":"304","title":"jacs document update"},"305":{"body":"Verify a document's hash, signatures, and schema compliance. Usage: jacs document verify [OPTIONS] Options: -a - Path to the agent file -f - Path to input file. Must be JSON format -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -s, --schema - Path to JSON schema file to use for validation -h, --help - Print help information Examples: # Verify single document\njacs document verify -f signed-document.json # Verify all documents in directory\njacs document verify -d ./documents/ # Verify with custom schema\njacs document verify -f document.json -s custom-schema.json Verification Process: Hash verification - Confirms document integrity Signature verification - Validates cryptographic signatures Schema validation - Ensures document structure compliance File integrity - Checks SHA256 checksums of attached files","breadcrumbs":"CLI Command Reference Ā» jacs document verify","id":"305","title":"jacs document verify"},"306":{"body":"Extract embedded file contents from documents back to the filesystem. Usage: jacs document extract [OPTIONS] Options: -a - Path to the agent file -f - Path to input file containing embedded files -d - Path to directory of files to process -s, --schema - Path to JSON schema file for validation -h, --help - Print help information Examples: # Extract embedded files from single document\njacs document extract -f document-with-embedded-files.json # Extract from all documents in directory jacs document extract -d ./documents/ Extract Process: Reads embedded file contents from document Decodes base64-encoded data Writes files to their original paths Creates backup of existing files (with timestamp)","breadcrumbs":"CLI Command Reference Ā» jacs document extract","id":"306","title":"jacs document extract"},"307":{"body":"JACS provides specialized commands for managing multi-agent agreements. jacs document check-agreement Given a document, provide a list of agents that should sign the document. Usage: jacs document check-agreement [OPTIONS] jacs document create-agreement Create an agreement structure for a document that requires multiple agent signatures. Usage: jacs document create-agreement [OPTIONS] jacs document sign-agreement Sign the agreement section of a document with the current agent's cryptographic signature. Usage: jacs document sign-agreement [OPTIONS]","breadcrumbs":"CLI Command Reference Ā» Agreement Commands","id":"307","title":"Agreement Commands"},"308":{"body":"","breadcrumbs":"CLI Command Reference Ā» Common Patterns","id":"308","title":"Common Patterns"},"309":{"body":"# 1. Initialize JACS\njacs init # 2. Create document with attachments\njacs document create -f document.json --attach ./files/ --embed true # 3. Verify document integrity\njacs document verify -f created-document.json # 4. Update document if needed\njacs document update -f original.json -n modified.json # 5. Extract embedded files when needed\njacs document extract -f document.json","breadcrumbs":"CLI Command Reference Ā» Basic Document Lifecycle","id":"309","title":"Basic Document Lifecycle"},"31":{"body":"graph TD A[Agent A] -->|Creates Task| T[JACS Task Document] T -->|Contains| S[Digital Signature] T -->|Contains| H[SHA256 Hash] T -->|Contains| M[Metadata] A -->|Sends to| B[Agent B] B -->|Verifies| T B -->|Signs Agreement| AG[Agreement Document] AG -->|Returns to| A Agent A creates a task document with their requirements The document is signed with Agent A's private key A hash is calculated for integrity verification Agent B receives and verifies the signature and hash Agent B can create an agreement to accept the task Both agents have a verifiable record of the interaction","breadcrumbs":"What is JACS? Ā» How JACS Works","id":"31","title":"How JACS Works"},"310":{"body":"# Embed small files for portability\njacs document create -f doc.json --attach ./small-image.png --embed true # Reference large files to save space\njacs document create -f doc.json --attach ./large-video.mp4 --embed false # Attach multiple files from directory\njacs document create -f doc.json --attach ./attachments/ --embed false","breadcrumbs":"CLI Command Reference Ā» Working with Attachments","id":"310","title":"Working with Attachments"},"311":{"body":"# Create with schema validation\njacs document create -f document.json -s schema.json # Verify against specific schema\njacs document verify -f document.json -s schema.json","breadcrumbs":"CLI Command Reference Ā» Schema Validation Workflow","id":"311","title":"Schema Validation Workflow"},"312":{"body":"Most commands support these common options: -h, --help - Show help information -v, --verbose - Enable verbose output for debugging -a - Specify custom agent file (overrides config default)","breadcrumbs":"CLI Command Reference Ā» Global Options","id":"312","title":"Global Options"},"313":{"body":"0 - Success 1 - General error (invalid arguments, file not found, etc.) 2 - Verification failure (hash mismatch, invalid signature, etc.) 3 - Schema validation failure","breadcrumbs":"CLI Command Reference Ā» Exit Codes","id":"313","title":"Exit Codes"},"314":{"body":"JACS_CONFIG_PATH - Override default configuration file location JACS_DATA_DIR - Override default data directory location JACS_AGENT_FILE - Default agent file to use (if not specified with -a)","breadcrumbs":"CLI Command Reference Ā» Environment Variables","id":"314","title":"Environment Variables"},"315":{"body":"","breadcrumbs":"CLI Command Reference Ā» File Formats","id":"315","title":"File Formats"},"316":{"body":"JSON documents - Must be valid JSON format Schema files - JSON Schema format (draft-07 compatible) Agent files - JACS agent format with cryptographic keys Attachments - Any file type (automatically detected MIME type)","breadcrumbs":"CLI Command Reference Ā» Input Files","id":"316","title":"Input Files"},"317":{"body":"JACS documents - JSON format with JACS metadata, signatures, and checksums Extracted files - Original format of embedded attachments","breadcrumbs":"CLI Command Reference Ā» Output Files","id":"317","title":"Output Files"},"318":{"body":"","breadcrumbs":"Configuration Reference Ā» Configuration Reference","id":"318","title":"Configuration Reference"},"319":{"body":"","breadcrumbs":"Error Codes Ā» Error Codes","id":"319","title":"Error Codes"},"32":{"body":"","breadcrumbs":"What is JACS? Ā» Real-World Examples","id":"32","title":"Real-World Examples"},"320":{"body":"","breadcrumbs":"Migration Guide Ā» Migration Guide","id":"320","title":"Migration Guide"},"33":{"body":"Content Agent ā†’ Research Agent ā†’ Review Agent ā†’ Publishing Agent Each handoff includes signed task documents with clear requirements and deliverables.","breadcrumbs":"What is JACS? Ā» šŸ¤– AI Content Pipeline","id":"33","title":"šŸ¤– AI Content Pipeline"},"34":{"body":"Data Ingestion Agent ā†’ Processing Agent ā†’ Validation Agent ā†’ Storage Agent Each step is tracked with verifiable completion certificates and quality metrics.","breadcrumbs":"What is JACS? Ā» šŸ“Š Data Processing Workflow","id":"34","title":"šŸ“Š Data Processing Workflow"},"35":{"body":"Query Agent ā†’ Research Agent ā†’ Analysis Agent ā†’ Reporting Agent Complex analysis tasks are broken down with clear accountability for each step.","breadcrumbs":"What is JACS? Ā» šŸ” Multi-Agent Analysis","id":"35","title":"šŸ” Multi-Agent Analysis"},"36":{"body":"Feature JACS Traditional APIs General Signing Agent Identity āœ… Built-in āŒ Custom implementation āŒ Not agent-focused Task Management āœ… Native support āŒ Application-specific āŒ Not applicable Multi-Party Agreements āœ… Core feature āŒ Complex to implement āš ļø Possible but difficult Audit Trails āœ… Automatic āŒ Manual logging āš ļø Basic signing only Schema Validation āœ… JSON Schema āŒ Custom validation āŒ No structure Versioning āœ… Built-in āŒ Manual versioning āŒ Not supported Cross-Platform āœ… JSON everywhere āš ļø Protocol dependent āš ļø Format dependent","breadcrumbs":"What is JACS? Ā» Benefits Over Alternatives","id":"36","title":"Benefits Over Alternatives"},"37":{"body":"āœ… Perfect for: Multi-agent AI systems Task delegation and tracking Audit trail requirements Cross-organization AI collaboration Compliance-critical AI applications Research environments with multiple AI models āš ļø Consider alternatives for: Simple single-agent systems Real-time streaming data High-frequency micro-transactions Systems where trust is not a concern","breadcrumbs":"What is JACS? Ā» When to Use JACS","id":"37","title":"When to Use JACS"},"38":{"body":"Ready to dive deeper? Continue with: Core Concepts - Learn about agents, documents, and agreements Quick Start - Get hands-on experience Implementation guides for Rust , Node.js , or Python","breadcrumbs":"What is JACS? Ā» Next Steps","id":"38","title":"Next Steps"},"39":{"body":"Understanding JACS requires familiarity with several key concepts that work together to create a secure, verifiable communication framework for AI agents.","breadcrumbs":"Core Concepts Ā» Core Concepts","id":"39","title":"Core Concepts"},"4":{"body":"Performance : Fastest implementation with native performance CLI Tool : Complete command-line interface for agent and document management Library : Full-featured Rust library for embedded applications Observability : Advanced logging and metrics with OpenTelemetry support","breadcrumbs":"Introduction Ā» šŸ¦€ Rust (Core Library + CLI)","id":"4","title":"šŸ¦€ Rust (Core Library + CLI)"},"40":{"body":"An Agent is the fundamental entity in JACS - an autonomous participant that can create, sign, and verify documents.","breadcrumbs":"Core Concepts Ā» Agents","id":"40","title":"Agents"},"41":{"body":"{ \"jacsId\": \"550e8400-e29b-41d4-a716-446655440000\", \"jacsVersion\": \"123e4567-e89b-12d3-a456-426614174000\", \"jacsType\": \"agent\", \"name\": \"Content Creation Agent\", \"description\": \"Specialized in creating marketing content\"\n} Key Properties: jacsId : Permanent UUID identifying the agent jacsVersion : UUID that changes with each update Cryptographic Keys : Ed25519, RSA, or post-quantum key pairs Services : Capabilities the agent offers Contacts : How to reach the agent","breadcrumbs":"Core Concepts Ā» Agent Identity","id":"41","title":"Agent Identity"},"42":{"body":"Creation : Generate keys and initial agent document Registration : Store public keys for verification Operation : Create and sign documents Updates : Version changes while maintaining identity Verification : Other agents validate signatures","breadcrumbs":"Core Concepts Ā» Agent Lifecycle","id":"42","title":"Agent Lifecycle"},"43":{"body":"A Document is any JSON object that follows JACS conventions for identity, versioning, and cryptographic integrity.","breadcrumbs":"Core Concepts Ā» Documents","id":"43","title":"Documents"},"44":{"body":"{ \"jacsId\": \"doc-uuid-here\", \"jacsVersion\": \"version-uuid-here\", \"jacsType\": \"task\", \"jacsVersionDate\": \"2024-01-15T10:30:00Z\", \"jacsPreviousVersion\": \"previous-version-uuid\", \"title\": \"Analyze Q4 Sales Data\", \"description\": \"Generate insights from sales data\", \"jacsSha256\": \"hash-of-document-content\", \"jacsSignature\": { \"agentID\": \"agent-uuid\", \"agentVersion\": \"agent-version-uuid\", \"signature\": \"base64-signature\", \"signingAlgorithm\": \"Ed25519\", \"publicKeyHash\": \"hash-of-public-key\", \"date\": \"2024-01-15T10:30:00Z\", \"fields\": [\"jacsId\", \"title\", \"description\"] }\n}","breadcrumbs":"Core Concepts Ā» Document Structure","id":"44","title":"Document Structure"},"45":{"body":"Field Purpose Example jacsId Permanent document identifier UUID v4 jacsVersion Version identifier (changes on update) UUID v4 jacsType Document type \"agent\", \"task\", \"message\" jacsVersionDate When this version was created RFC 3339 timestamp jacsPreviousVersion Previous version UUID UUID v4 or null jacsSha256 Hash of document content SHA-256 hex string jacsSignature Cryptographic signature Signature object","breadcrumbs":"Core Concepts Ā» Required JACS Fields","id":"45","title":"Required JACS Fields"},"46":{"body":"Agent Documents Define agent identity and capabilities Contain service definitions and contact information Self-signed by the agent Task Documents Describe work to be performed Include success/failure criteria Can be delegated between agents Message Documents General communication between agents Can include attachments and metadata Support threaded conversations Agreement Documents Multi-party consent mechanisms Track required and actual signatures Enforce completion before proceeding","breadcrumbs":"Core Concepts Ā» Document Types","id":"46","title":"Document Types"},"47":{"body":"Tasks represent work that can be delegated, tracked, and verified between agents.","breadcrumbs":"Core Concepts Ā» Tasks","id":"47","title":"Tasks"},"48":{"body":"{ \"jacsType\": \"task\", \"title\": \"Generate Marketing Copy\", \"description\": \"Create compelling copy for product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Research competitors\", \"description\": \"Analyze competitor messaging\", \"success\": \"Complete competitive analysis report\", \"failure\": \"Unable to access competitor data\" } ], \"jacsTaskCustomer\": { \"agentID\": \"customer-agent-uuid\", \"signature\": \"customer-signature\" }\n}","breadcrumbs":"Core Concepts Ā» Task Structure","id":"48","title":"Task Structure"},"49":{"body":"Creation : Customer agent creates task with requirements Delegation : Task sent to service provider agent Agreement : Provider signs agreement to accept task Execution : Provider performs the work Completion : Provider creates completion document Verification : Customer verifies and accepts results","breadcrumbs":"Core Concepts Ā» Task Lifecycle","id":"49","title":"Task Lifecycle"},"5":{"body":"Web Integration : Perfect for web servers and Express.js applications MCP Support : Native Model Context Protocol integration HTTP Server : Built-in HTTP server capabilities NPM Package : Easy installation and integration","breadcrumbs":"Introduction Ā» šŸŸ¢ Node.js (jacsnpm)","id":"5","title":"šŸŸ¢ Node.js (jacsnpm)"},"50":{"body":"Actions : Individual steps within a task id : Unique identifier within the task name : Human-readable action name description : Detailed requirements success : Definition of successful completion failure : What constitutes failure Services : Required capabilities type : Service category requirements : Specific needs constraints : Limitations or restrictions","breadcrumbs":"Core Concepts Ā» Task Components","id":"50","title":"Task Components"},"51":{"body":"Agreements enable multi-party consent and coordination between agents.","breadcrumbs":"Core Concepts Ā» Agreements","id":"51","title":"Agreements"},"52":{"body":"{ \"jacsType\": \"agreement\", \"title\": \"Task Acceptance Agreement\", \"question\": \"Do you agree to complete the marketing copy task?\", \"context\": \"Task ID: abc123, Deadline: 2024-01-20\", \"agents\": [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ], \"jacsAgreement\": { \"agent-1-uuid\": { \"agentID\": \"agent-1-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T10:30:00Z\" }, \"agent-2-uuid\": { \"agentID\": \"agent-2-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T11:15:00Z\" } // agent-3-uuid has not signed yet }, \"jacsAgreementHash\": \"hash-of-agreement-content\"\n}","breadcrumbs":"Core Concepts Ā» Agreement Structure","id":"52","title":"Agreement Structure"},"53":{"body":"Creation : Initial agent creates agreement with required participants Distribution : Agreement sent to all required agents Review : Each agent reviews terms and conditions Signing : Agents add their signatures if they consent Completion : Agreement becomes binding when all parties have signed Verification : Any party can verify all signatures","breadcrumbs":"Core Concepts Ā» Agreement Process","id":"53","title":"Agreement Process"},"54":{"body":"Task Agreements : Consent to perform specific work Service Agreements : Long-term service provision contracts Data Sharing Agreements : Permission to access or use data Update Agreements : Consent to system or process changes","breadcrumbs":"Core Concepts Ā» Agreement Types","id":"54","title":"Agreement Types"},"55":{"body":"JACS uses industry-standard cryptographic primitives for security.","breadcrumbs":"Core Concepts Ā» Cryptographic Security","id":"55","title":"Cryptographic Security"},"56":{"body":"Current Standards Ed25519 : Fast elliptic curve signatures (recommended) RSA-PSS : Traditional RSA with probabilistic signature scheme Post-Quantum Dilithium : NIST-standardized post-quantum signatures Falcon : Alternative post-quantum option","breadcrumbs":"Core Concepts Ā» Supported Algorithms","id":"56","title":"Supported Algorithms"},"57":{"body":"Content Extraction : Specific fields are extracted for signing Canonicalization : Fields are sorted and formatted consistently Hashing : SHA-256 hash of the canonical content Signing : Private key signs the hash Verification : Public key verifies the signature","breadcrumbs":"Core Concepts Ā» Signature Process","id":"57","title":"Signature Process"},"58":{"body":"Agent Keys : Each agent has a unique key pair Public Key Distribution : Public keys shared through secure channels Key Rotation : Agents can update keys while maintaining identity Key Verification : Public key hashes ensure integrity","breadcrumbs":"Core Concepts Ā» Key Management","id":"58","title":"Key Management"},"59":{"body":"JACS provides comprehensive versioning for tracking document evolution.","breadcrumbs":"Core Concepts Ā» Versioning and Audit Trails","id":"59","title":"Versioning and Audit Trails"},"6":{"body":"AI/ML Integration : Ideal for AI and machine learning workflows FastMCP : Advanced MCP server implementations PyPI Package : Simple pip install integration Data Science : Perfect for Jupyter notebooks and data pipelines","breadcrumbs":"Introduction Ā» šŸ Python (jacspy)","id":"6","title":"šŸ Python (jacspy)"},"60":{"body":"Immutable IDs : jacsId never changes for a document Version IDs : jacsVersion changes with each update Previous Versions : jacsPreviousVersion creates a chain Timestamps : jacsVersionDate provides chronological order","breadcrumbs":"Core Concepts Ā» Version Management","id":"60","title":"Version Management"},"61":{"body":"Complete History : Track all changes to any document Attribution : Know exactly who made each change Verification : Cryptographic proof of authenticity Compliance : Meet regulatory audit requirements","breadcrumbs":"Core Concepts Ā» Audit Trail Benefits","id":"61","title":"Audit Trail Benefits"},"62":{"body":"JACS documents are designed to be storage and transport agnostic.","breadcrumbs":"Core Concepts Ā» Storage and Transport","id":"62","title":"Storage and Transport"},"63":{"body":"File System : Simple JSON files Databases : Store as JSON/JSONB fields Object Storage : S3, Azure Blob, Google Cloud Storage Version Control : Git repositories for change tracking","breadcrumbs":"Core Concepts Ā» Storage Options","id":"63","title":"Storage Options"},"64":{"body":"HTTP APIs : RESTful or GraphQL endpoints Message Queues : RabbitMQ, Kafka, SQS Email : Documents as attachments Direct Transfer : USB drives, file sharing","breadcrumbs":"Core Concepts Ā» Transport Mechanisms","id":"64","title":"Transport Mechanisms"},"65":{"body":"JSON : Universal compatibility across all systems Schema Validation : Ensures consistent structure Self-Contained : All necessary information in the document Human Readable : Can be inspected and debugged easily","breadcrumbs":"Core Concepts Ā» Format Compatibility","id":"65","title":"Format Compatibility"},"66":{"body":"Now that you understand the core concepts: Quick Start - Try JACS hands-on Choose Implementation : Rust CLI for command-line usage Node.js for web applications Python for AI/ML workflows Examples - See real-world usage patterns","breadcrumbs":"Core Concepts Ā» Next Steps","id":"66","title":"Next Steps"},"67":{"body":"This guide will get you up and running with JACS in under 10 minutes. We'll create an agent, generate a task, and demonstrate the core workflow across all three implementations.","breadcrumbs":"Quick Start Ā» Quick Start Guide","id":"67","title":"Quick Start Guide"},"68":{"body":"Select the implementation that best fits your needs: šŸ¦€ Rust CLI","breadcrumbs":"Quick Start Ā» Choose Your Implementation","id":"68","title":"Choose Your Implementation"},"69":{"body":"# Install from crates.io\ncargo install jacs # Or build from source\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacs\ncargo install --path . --features=\"cli\"","breadcrumbs":"Quick Start Ā» Install Rust CLI","id":"69","title":"Install Rust CLI"},"7":{"body":"Choose your implementation and get started in minutes:","breadcrumbs":"Introduction Ā» Quick Start","id":"7","title":"Quick Start"},"70":{"body":"# Create configuration and agent in one step\njacs init # This creates:\n# - ~/.jacs/config.json\n# - Agent keys and documents\n# - Basic directory structure","breadcrumbs":"Quick Start Ā» Initialize JACS","id":"70","title":"Initialize JACS"},"71":{"body":"# Create a specialized agent\njacs agent create --type \"Content Creator\" --name \"ContentBot\" # View your agent\njacs agent show","breadcrumbs":"Quick Start Ā» Create Your First Agent","id":"71","title":"Create Your First Agent"},"72":{"body":"# Create a task document\njacs task create \\ --title \"Write Product Description\" \\ --description \"Create compelling copy for new product launch\" \\ --success \"Engaging 200-word description completed\" # The task is automatically signed by your agent šŸŸ¢ Node.js","breadcrumbs":"Quick Start Ā» Create and Sign a Task","id":"72","title":"Create and Sign a Task"},"73":{"body":"npm install jacsnpm","breadcrumbs":"Quick Start Ā» Install Node.js Package","id":"73","title":"Install Node.js Package"},"74":{"body":"import { JacsAgent, JacsConfig } from 'jacsnpm';\nimport fs from 'fs'; // Create configuration\nconst config = { jacs_agent_id_and_version: null, jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\"\n}; // Save config\nfs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2)); // Create agent\nconst agent = new JacsAgent('./jacs.config.json');","breadcrumbs":"Quick Start Ā» Basic Setup","id":"74","title":"Basic Setup"},"75":{"body":"// Create agent with services\nconst agentData = { name: \"Content Creator Bot\", description: \"AI agent specialized in content creation\", services: [ { type: \"content_generation\", name: \"Product Description Writer\", description: \"Creates compelling product descriptions\", success: \"Engaging copy that converts visitors\", failure: \"Generic or low-quality content\" } ]\n}; // Generate keys and create agent\nawait agent.generateKeys();\nconst agentDoc = await agent.createAgent(agentData);\nconsole.log('Agent created:', agentDoc.jacsId);","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"75","title":"Create Agent Document"},"76":{"body":"// Create task document\nconst task = { title: \"Write Product Description\", description: \"Create compelling copy for new product launch\", actions: [ { id: \"research\", name: \"Product Research\", description: \"Analyze product features and benefits\", success: \"Complete understanding of product value\", failure: \"Insufficient product knowledge\" }, { id: \"write\", name: \"Write Copy\", description: \"Create engaging product description\", success: \"200-word compelling description\", failure: \"Generic or unconvincing copy\" } ]\n}; // Sign and create task\nconst signedTask = await agent.createTask(task);\nconsole.log('Task created:', signedTask.jacsId); šŸ Python","breadcrumbs":"Quick Start Ā» Create a Task","id":"76","title":"Create a Task"},"77":{"body":"pip install jacs","breadcrumbs":"Quick Start Ā» Install Python Package","id":"77","title":"Install Python Package"},"78":{"body":"import jacs\nimport json\nimport os # Create configuration\nconfig = { \"jacs_agent_id_and_version\": None, \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(\"./jacs_data\", exist_ok=True)\nos.makedirs(\"./jacs_keys\", exist_ok=True) # Save config\nwith open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) # Create agent\nagent = jacs.Agent(\"./jacs.config.json\")","breadcrumbs":"Quick Start Ā» Basic Setup","id":"78","title":"Basic Setup"},"79":{"body":"# Define agent capabilities\nagent_data = { \"name\": \"Content Creator Bot\", \"description\": \"AI agent specialized in content creation\", \"services\": [ { \"type\": \"content_generation\", \"name\": \"Product Description Writer\", \"description\": \"Creates compelling product descriptions\", \"success\": \"Engaging copy that converts visitors\", \"failure\": \"Generic or low-quality content\" } ]\n} # Generate keys and create agent\nagent.generate_keys()\nagent_doc = agent.create_agent(agent_data)\nprint(f'Agent created: {agent_doc[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"79","title":"Create Agent Document"},"8":{"body":"cargo install jacs\njacs init # Create config and agent\njacs agent create --type \"MyAgent\"","breadcrumbs":"Introduction Ā» Rust CLI","id":"8","title":"Rust CLI"},"80":{"body":"# Define task\ntask = { \"title\": \"Write Product Description\", \"description\": \"Create compelling copy for new product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Product Research\", \"description\": \"Analyze product features and benefits\", \"success\": \"Complete understanding of product value\", \"failure\": \"Insufficient product knowledge\" }, { \"id\": \"write\", \"name\": \"Write Copy\", \"description\": \"Create engaging product description\", \"success\": \"200-word compelling description\", \"failure\": \"Generic or unconvincing copy\" } ]\n} # Sign and create task\nsigned_task = agent.create_task(task)\nprint(f'Task created: {signed_task[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create a Task","id":"80","title":"Create a Task"},"81":{"body":"When you completed the quick start, several important things occurred:","breadcrumbs":"Quick Start Ā» Understanding What Happened","id":"81","title":"Understanding What Happened"},"82":{"body":"A unique identity (UUID) was generated for your agent Cryptographic key pair was created for signing Agent document was created and self-signed Public key was stored for verification","breadcrumbs":"Quick Start Ā» 1. Agent Creation","id":"82","title":"1. Agent Creation"},"83":{"body":"Storage directories were configured Cryptographic algorithm was selected Agent identity was linked to configuration","breadcrumbs":"Quick Start Ā» 2. Configuration Setup","id":"83","title":"2. Configuration Setup"},"84":{"body":"Task document was structured according to JACS schema Document was signed with your agent's private key SHA-256 hash was calculated for integrity Signature metadata was embedded in the document","breadcrumbs":"Quick Start Ā» 3. Task Creation","id":"84","title":"3. 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console.log('JACS Node.js bindings loaded successfully!'); // Test basic functionality\ntry { const config = { jacs_data_directory: \"./test_data\", jacs_key_directory: \"./test_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\" }; const agent = new JacsAgent(config); console.log('Agent created successfully!');\n} catch (error) { console.error('Error creating agent:', error);\n} Run the test: node test.js","breadcrumbs":"Installation Ā» Verify Installation","id":"104","title":"Verify Installation"},"105":{"body":"The jacsnpm package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"105","title":"Package Structure"},"106":{"body":"import { JacsAgent, JacsConfig, JacsDocument, JacsError\n} from 'jacsnpm';","breadcrumbs":"Installation Ā» Core Module (jacsnpm)","id":"106","title":"Core Module (jacsnpm)"},"107":{"body":"import { JacsMcpServer, createJacsMiddleware } from 'jacsnpm/mcp';","breadcrumbs":"Installation Ā» MCP Integration (jacsnpm/mcp)","id":"107","title":"MCP Integration (jacsnpm/mcp)"},"108":{"body":"import { JacsHttpServer, createJacsRouter } from 'jacsnpm/http';","breadcrumbs":"Installation Ā» HTTP Server (jacsnpm/http)","id":"108","title":"HTTP Server (jacsnpm/http)"},"109":{"body":"The package includes full TypeScript definitions: import { JacsAgent, JacsConfig, AgentDocument, TaskDocument, AgreementDocument } from 'jacsnpm'; interface MyConfig extends JacsConfig { custom_field?: string;\n} const config: MyConfig = { jacs_data_directory: \"./data\", jacs_key_directory: \"./keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\", custom_field: \"value\"\n}; const agent: JacsAgent = new JacsAgent(config);","breadcrumbs":"Installation Ā» TypeScript Support","id":"109","title":"TypeScript Support"},"11":{"body":"JACS is ideal for scenarios where you need: Multi-agent systems where agents need to trust each other Task delegation with verifiable completion and approval Audit trails for AI decision-making processes Secure data exchange between AI systems Compliance requirements for AI system interactions Version control for AI-generated content and decisions","breadcrumbs":"Introduction Ā» When to Use JACS","id":"11","title":"When to Use JACS"},"110":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"110","title":"Configuration"},"111":{"body":"const config = { // Required fields jacs_data_directory: \"./jacs_data\", // Where documents are stored jacs_key_directory: \"./jacs_keys\", // Where keys are stored jacs_default_storage: \"fs\", // Storage backend jacs_agent_key_algorithm: \"Ed25519\", // Signing algorithm // Optional fields jacs_agent_id_and_version: null, // Existing agent to load jacs_agent_private_key_filename: \"private.pem\", jacs_agent_public_key_filename: \"public.pem\"\n};","breadcrumbs":"Installation Ā» Basic Configuration","id":"111","title":"Basic Configuration"},"112":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import fs from 'fs'; const config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8'));\nconst agent = new JacsAgent(config);","breadcrumbs":"Installation Ā» Configuration File","id":"112","title":"Configuration File"},"113":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" const config = { jacs_data_directory: process.env.JACS_DATA_DIRECTORY || \"./jacs_data\", jacs_key_directory: process.env.JACS_KEY_DIRECTORY || \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: process.env.JACS_AGENT_KEY_ALGORITHM || \"Ed25519\"\n};","breadcrumbs":"Installation Ā» Environment Variables","id":"113","title":"Environment Variables"},"114":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"114","title":"Storage Backends"},"115":{"body":"const config = { jacs_default_storage: \"fs\", jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\"\n};","breadcrumbs":"Installation Ā» File System (Default)","id":"115","title":"File System (Default)"},"116":{"body":"const config = { jacs_default_storage: \"s3\", jacs_s3_bucket: \"my-jacs-bucket\", jacs_s3_region: \"us-west-2\", jacs_s3_prefix: \"jacs/\"\n};","breadcrumbs":"Installation Ā» S3 Storage","id":"116","title":"S3 Storage"},"117":{"body":"const config = { jacs_default_storage: \"azure\", jacs_azure_account: \"myaccount\", jacs_azure_container: \"jacs\", jacs_azure_key: process.env.AZURE_STORAGE_KEY\n};","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"117","title":"Azure Blob Storage"},"118":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"118","title":"Cryptographic Algorithms"},"119":{"body":"const config = { jacs_agent_key_algorithm: \"Ed25519\"\n}; Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"119","title":"Ed25519 (Recommended)"},"12":{"body":"","breadcrumbs":"Introduction Ā» Why JACS?","id":"12","title":"Why JACS?"},"120":{"body":"const config = { jacs_agent_key_algorithm: \"RSA\"\n}; Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"120","title":"RSA-PSS"},"121":{"body":"const config = { jacs_agent_key_algorithm: \"Dilithium\"\n}; Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"121","title":"Post-Quantum (Experimental)"},"122":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"122","title":"Development Setup"},"123":{"body":"my-jacs-project/\nā”œā”€ā”€ package.json\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.js\nā”‚ ā”œā”€ā”€ tasks.js\nā”‚ ā””ā”€ā”€ agreements.js\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā””ā”€ā”€ jacs_keys/ ā”œā”€ā”€ private.pem ā””ā”€ā”€ public.pem","breadcrumbs":"Installation Ā» Project Structure","id":"123","title":"Project Structure"},"124":{"body":"{ \"name\": \"my-jacs-app\", \"version\": \"1.0.0\", \"type\": \"module\", \"dependencies\": { \"jacsnpm\": \"^0.1.0\", \"express\": \"^4.18.0\" }, \"scripts\": { \"start\": \"node src/app.js\", \"test\": \"node test/test.js\", \"dev\": \"nodemon src/app.js\" }\n}","breadcrumbs":"Installation Ā» Package.json Setup","id":"124","title":"Package.json Setup"},"125":{"body":"// src/app.js\nimport { JacsAgent } from 'jacsnpm';\nimport fs from 'fs'; // Load configuration\nconst config = JSON.parse(fs.readFileSync('./jacs.config.json', 'utf8')); // Create agent\nconst agent = new JacsAgent(config); // Initialize if needed\nif (!config.jacs_agent_id_and_version) { await agent.generateKeys(); const agentDoc = await agent.createAgent({ name: \"My JACS Agent\", description: \"Example Node.js JACS agent\" }); // Update config with agent ID config.jacs_agent_id_and_version = `${agentDoc.jacsId}:${agentDoc.jacsVersion}`; fs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2));\n} console.log('JACS agent ready!');","breadcrumbs":"Installation Ā» Basic Application","id":"125","title":"Basic Application"},"126":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"126","title":"Common Issues"},"127":{"body":"If you get Module not found errors: # Check Node.js version\nnode --version # Should be 16+ # Clear node_modules and reinstall\nrm -rf node_modules package-lock.json\nnpm install","breadcrumbs":"Installation Ā» Module Not Found","id":"127","title":"Module Not Found"},"128":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"128","title":"Permission Errors"},"129":{"body":"If you get binary compatibility errors: # Rebuild native modules\nnpm rebuild # Or reinstall\nnpm uninstall jacsnpm\nnpm install jacsnpm","breadcrumbs":"Installation Ā» Binary Compatibility","id":"129","title":"Binary Compatibility"},"13":{"body":"Unlike general-purpose signing frameworks, JACS is specifically designed for AI agent communication patterns - tasks, agreements, and collaborative workflows.","breadcrumbs":"Introduction Ā» šŸŽÆ Agent-Focused Design","id":"13","title":"šŸŽÆ Agent-Focused Design"},"130":{"body":"If TypeScript can't find definitions: // tsconfig.json\n{ \"compilerOptions\": { \"moduleResolution\": \"node\", \"esModuleInterop\": true, \"allowSyntheticDefaultImports\": true }\n}","breadcrumbs":"Installation Ā» TypeScript Issues","id":"130","title":"TypeScript Issues"},"131":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support HTTP Server - Create JACS HTTP APIs Express Middleware - Integrate with Express.js API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"131","title":"Next Steps"},"132":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Express.js middleware integration MCP server implementation","breadcrumbs":"Installation Ā» Examples","id":"132","title":"Examples"},"133":{"body":"","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"133","title":"Basic Usage"},"134":{"body":"JACS provides native integration with the Model Context Protocol (MCP) , enabling secure agent communication within AI systems. This allows JACS agents to be used directly as MCP servers or clients.","breadcrumbs":"MCP Integration Ā» Model Context Protocol (MCP) Integration","id":"134","title":"Model Context Protocol (MCP) Integration"},"135":{"body":"Model Context Protocol is a standard for AI models to securely access external tools, data, and services. JACS enhances MCP by adding: Cryptographic verification of tool outputs Agent identity for all operations Audit trails of all MCP interactions Multi-agent agreements for complex workflows","breadcrumbs":"MCP Integration Ā» What is MCP?","id":"135","title":"What is MCP?"},"136":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"136","title":"Quick Start"},"137":{"body":"import { JacsMcpServer } from 'jacsnpm/mcp'; // Create a JACS-enabled MCP server\nconst server = new JacsMcpServer({ name: \"JACS Task Server\", version: \"1.0.0\", configPath: './jacs.config.json'\n}); // Add JACS tools automatically\nserver.addJacsTools(); // Start the server\nawait server.start();\nconsole.log('JACS MCP Server running!');","breadcrumbs":"MCP Integration Ā» Basic MCP Server","id":"137","title":"Basic MCP Server"},"138":{"body":"import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';\nimport { createJacsMiddleware } from 'jacsnpm/mcp'; const server = new McpServer({ name: \"MyServer\", version: \"1.0.0\" }); // Add JACS middleware\nserver.use(createJacsMiddleware({ configPath: './jacs.config.json' })); await server.start();","breadcrumbs":"MCP Integration Ā» Using with Existing MCP Server","id":"138","title":"Using with Existing MCP Server"},"139":{"body":"When you add JACS to an MCP server, it provides these tools:","breadcrumbs":"MCP Integration Ā» Available Tools","id":"139","title":"Available Tools"},"14":{"body":"With built-in observability, multiple storage backends, and comprehensive error handling, JACS is ready for production AI systems.","breadcrumbs":"Introduction Ā» šŸš€ Production Ready","id":"14","title":"šŸš€ Production Ready"},"140":{"body":"jacs_create_agent - Create new JACS agents jacs_update_agent - Update agent information jacs_verify_agent - Verify agent signatures jacs_list_agents - List all known agents","breadcrumbs":"MCP Integration Ā» Agent Management","id":"140","title":"Agent Management"},"141":{"body":"jacs_create_task - Create signed task documents jacs_assign_task - Delegate tasks to other agents jacs_complete_task - Mark tasks as completed jacs_verify_task - Verify task signatures","breadcrumbs":"MCP Integration Ā» Task Management","id":"141","title":"Task Management"},"142":{"body":"jacs_create_agreement - Create multi-party agreements jacs_sign_agreement - Add signature to agreement jacs_verify_agreement - Check agreement completeness jacs_list_agreements - Show pending/completed agreements","breadcrumbs":"MCP Integration Ā» Agreement Management","id":"142","title":"Agreement Management"},"143":{"body":"jacs_create_document - Create and sign any document jacs_verify_document - Verify document integrity jacs_list_documents - List all documents jacs_get_document - Retrieve specific document","breadcrumbs":"MCP Integration Ā» Document Operations","id":"143","title":"Document Operations"},"144":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"144","title":"Configuration"},"145":{"body":"const serverConfig = { // MCP Server settings name: \"JACS Agent Server\", version: \"1.0.0\", // JACS Configuration configPath: './jacs.config.json', // Optional: Custom tools enabledTools: [ 'jacs_create_task', 'jacs_verify_task', 'jacs_create_agreement', 'jacs_sign_agreement' ], // Optional: Auto-initialization autoInit: true, createAgentOnInit: true\n}; const server = new JacsMcpServer(serverConfig);","breadcrumbs":"MCP Integration Ā» Server Configuration","id":"145","title":"Server Configuration"},"146":{"body":"const middlewareConfig = { configPath: './jacs.config.json', // Agent initialization autoCreateAgent: true, agentName: \"MCP JACS Agent\", agentDescription: \"Agent providing JACS services via MCP\", // Tool selection tools: ['tasks', 'agreements', 'documents'], // Security options requireSignatures: true, verifyIncomingDocuments: true\n}; server.use(createJacsMiddleware(middlewareConfig));","breadcrumbs":"MCP Integration Ā» Middleware Configuration","id":"146","title":"Middleware Configuration"},"147":{"body":"","breadcrumbs":"MCP Integration Ā» Tool Usage Examples","id":"147","title":"Tool Usage Examples"},"148":{"body":"// MCP Client code (Claude, other AI systems)\nconst taskResult = await mcpClient.callTool('jacs_create_task', { title: \"Analyze Sales Data\", description: \"Generate insights from Q4 sales data\", actions: [ { id: \"extract\", name: \"Extract Data\", description: \"Pull sales data from database\", success: \"Complete dataset extracted\", failure: \"Unable to connect to database\" }, { id: \"analyze\", name: \"Analyze Trends\", description: \"Identify patterns and insights\", success: \"Key insights identified\", failure: \"Insufficient data for analysis\" } ]\n}); console.log('Task created:', taskResult.jacsId);\nconsole.log('Task signature:', taskResult.jacsSignature);","breadcrumbs":"MCP Integration Ā» Creating a Task","id":"148","title":"Creating a Task"},"149":{"body":"const agreementResult = await mcpClient.callTool('jacs_create_agreement', { title: \"Data Analysis Agreement\", question: \"Do you agree to analyze the Q4 sales data?\", context: \"Task requires access to confidential sales database\", agents: [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ]\n}); console.log('Agreement created:', agreementResult.jacsId);\nconsole.log('Required signatures:', agreementResult.agents.length);","breadcrumbs":"MCP Integration Ā» Creating an Agreement","id":"149","title":"Creating an Agreement"},"15":{"body":"Support for both current (RSA, Ed25519) and post-quantum cryptographic algorithms ensures your system remains secure.","breadcrumbs":"Introduction Ā» šŸ”’ Future-Proof Security","id":"15","title":"šŸ”’ Future-Proof Security"},"150":{"body":"const verificationResult = await mcpClient.callTool('jacs_verify_document', { documentId: \"task-uuid-here\"\n}); console.log('Document valid:', verificationResult.valid);\nconsole.log('Signature verified:', verificationResult.signatureValid);\nconsole.log('Hash verified:', verificationResult.hashValid);","breadcrumbs":"MCP Integration Ā» Verifying Documents","id":"150","title":"Verifying Documents"},"151":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Integration","id":"151","title":"Advanced Integration"},"152":{"body":"Add your own JACS-aware tools: import { JacsMcpServer } from 'jacsnpm/mcp'; const server = new JacsMcpServer(config); // Custom tool that creates signed reports\nserver.addTool({ name: \"create_signed_report\", description: \"Create a cryptographically signed report\", inputSchema: { type: \"object\", properties: { title: { type: \"string\" }, content: { type: \"string\" }, reportType: { type: \"string\", enum: [\"analysis\", \"summary\", \"recommendation\"] } }, required: [\"title\", \"content\", \"reportType\"] }\n}, async (params) => { const { title, content, reportType } = params; // Create report document const report = { jacsType: \"report\", title, content, reportType, generatedAt: new Date().toISOString() }; // Sign with JACS agent const signedReport = await server.jacsAgent.createDocument(report); return { success: true, document: signedReport, verification: await server.jacsAgent.verifyDocument(signedReport) };\n});","breadcrumbs":"MCP Integration Ā» Custom Tools","id":"152","title":"Custom Tools"},"153":{"body":"Coordinate multiple agents through MCP: // Agent A creates a task\nconst task = await agentA.callTool('jacs_create_task', { title: \"Content Creation Pipeline\", description: \"Multi-stage content creation process\"\n}); // Create agreement for collaboration\nconst agreement = await agentA.callTool('jacs_create_agreement', { title: \"Content Collaboration Agreement\", question: \"Do you agree to participate in content creation?\", context: `Task: ${task.jacsId}`, agents: [agentA.id, agentB.id, agentC.id]\n}); // Each agent signs the agreement\nawait agentA.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentB.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId });\nawait agentC.callTool('jacs_sign_agreement', { agreementId: agreement.jacsId }); // Verify all signatures before proceeding\nconst verification = await agentA.callTool('jacs_verify_agreement', { agreementId: agreement.jacsId }); if (verification.complete) { console.log('All agents have signed - workflow can proceed');\n}","breadcrumbs":"MCP Integration Ā» Multi-Agent Workflows","id":"153","title":"Multi-Agent Workflows"},"154":{"body":"","breadcrumbs":"MCP Integration Ā» Transport Options","id":"154","title":"Transport Options"},"155":{"body":"import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js'; const server = new JacsMcpServer(config);\nconst transport = new StdioServerTransport();\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» Stdio Transport (Default)","id":"155","title":"Stdio Transport (Default)"},"156":{"body":"import { SSEServerTransport } from '@modelcontextprotocol/sdk/server/sse.js'; const server = new JacsMcpServer(config);\nconst transport = new SSEServerTransport('/mcp', { port: 3000\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» SSE Transport (HTTP)","id":"156","title":"SSE Transport (HTTP)"},"157":{"body":"import { WebSocketServerTransport } from '@modelcontextprotocol/sdk/server/websocket.js'; const server = new JacsMcpServer(config);\nconst transport = new WebSocketServerTransport({ port: 3001\n});\nawait server.connect(transport);","breadcrumbs":"MCP Integration Ā» WebSocket Transport","id":"157","title":"WebSocket Transport"},"158":{"body":"","breadcrumbs":"MCP Integration Ā» Client Integration","id":"158","title":"Client Integration"},"159":{"body":"import { Client } from '@modelcontextprotocol/sdk/client/index.js';\nimport { StdioClientTransport } from '@modelcontextprotocol/sdk/client/stdio.js'; // Connect to JACS MCP server\nconst transport = new StdioClientTransport({ command: 'node', args: ['jacs-mcp-server.js']\n}); const client = new Client({ name: \"JACS MCP Client\", version: \"1.0.0\"\n}, { capabilities: { tools: {} }\n}); await client.connect(transport); // List available JACS tools\nconst tools = await client.listTools();\nconsole.log('Available JACS tools:', tools.tools.map(t => t.name)); // Use JACS tools\nconst result = await client.callTool({ name: \"jacs_create_task\", arguments: { title: \"Example Task\", description: \"Task created via MCP client\" }\n}); console.log('Task created:', result.content);","breadcrumbs":"MCP Integration Ā» Using JACS with MCP Clients","id":"159","title":"Using JACS with MCP Clients"},"16":{"body":"JSON-based documents work everywhere - store them in any database, transmit over any protocol, integrate with any system.","breadcrumbs":"Introduction Ā» šŸŒ Universal Compatibility","id":"16","title":"šŸŒ Universal Compatibility"},"160":{"body":"","breadcrumbs":"MCP Integration Ā» Security Considerations","id":"160","title":"Security Considerations"},"161":{"body":"All JACS tools automatically verify signatures: // Tool implementation with verification\nserver.addTool({ name: \"process_task_result\", description: \"Process results from task completion\"\n}, async (params) => { const { taskId, result } = params; // Verify the task exists and signature is valid const task = await server.jacsAgent.getDocument(taskId); const isValid = await server.jacsAgent.verifyDocument(task); if (!isValid) { throw new Error('Invalid task signature - refusing to process'); } // Process the verified task result return processResult(result);\n});","breadcrumbs":"MCP Integration Ā» Signature Verification","id":"161","title":"Signature Verification"},"162":{"body":"Authenticate agent identity for sensitive operations: server.addTool({ name: \"access_sensitive_data\", description: \"Access sensitive data with agent verification\"\n}, async (params, context) => { const { agentId, dataType } = params; // Verify the requesting agent has proper credentials const agent = await server.jacsAgent.getAgent(agentId); const hasPermission = await checkAgentPermissions(agent, dataType); if (!hasPermission) { throw new Error('Agent lacks permission for this data type'); } return getSensitiveData(dataType);\n});","breadcrumbs":"MCP Integration Ā» Agent Authentication","id":"162","title":"Agent Authentication"},"163":{"body":"","breadcrumbs":"MCP Integration Ā» Monitoring and Observability","id":"163","title":"Monitoring and Observability"},"164":{"body":"const server = new JacsMcpServer({ ...config, logging: { logRequests: true, logSignatures: true, logVerifications: true }\n}); // Logs will include:\n// - Tool calls with agent identity\n// - Signature verification results // - Document creation/modification\n// - Agreement signing events","breadcrumbs":"MCP Integration Ā» Request Logging","id":"164","title":"Request Logging"},"165":{"body":"import { recordMcpOperation } from 'jacsnpm/observability'; server.addTool({ name: \"example_tool\"\n}, async (params) => { const startTime = Date.now(); try { const result = await performOperation(params); recordMcpOperation('example_tool', true, Date.now() - startTime); return result; } catch (error) { recordMcpOperation('example_tool', false, Date.now() - startTime); throw error; }\n});","breadcrumbs":"MCP Integration Ā» Metrics Collection","id":"165","title":"Metrics Collection"},"166":{"body":"Complete MCP integration examples are available: Basic MCP Server - Simple JACS MCP server Express Integration - MCP server with Express.js Multi-Agent Workflow - Coordinated agent collaboration Custom Tools - Building domain-specific JACS tools","breadcrumbs":"MCP Integration Ā» Examples","id":"166","title":"Examples"},"167":{"body":"","breadcrumbs":"MCP Integration Ā» Troubleshooting","id":"167","title":"Troubleshooting"},"168":{"body":"# Test MCP server connectivity\necho '{\"jsonrpc\": \"2.0\", \"id\": 1, \"method\": \"initialize\", \"params\": {\"protocolVersion\": \"2024-11-05\", \"capabilities\": {}}}' | node jacs-mcp-server.js","breadcrumbs":"MCP Integration Ā» Connection Issues","id":"168","title":"Connection Issues"},"169":{"body":"// Verify tools are registered correctly\nconst server = new JacsMcpServer(config);\nawait server.start(); const tools = await server.listTools();\nconsole.log('Registered tools:', tools.map(t => t.name));","breadcrumbs":"MCP Integration Ā» Tool Registration Problems","id":"169","title":"Tool Registration Problems"},"17":{"body":"Whether you're building a simple CLI tool or a complex multi-agent system, JACS adapts to your architecture.","breadcrumbs":"Introduction Ā» šŸ§© Flexible Integration","id":"17","title":"šŸ§© Flexible Integration"},"170":{"body":"// Debug signature issues\ntry { const result = await mcpClient.callTool('jacs_verify_document', { documentId: 'problematic-doc-id' });\n} catch (error) { console.error('Verification details:', error.details); // Check agent keys, document integrity, etc.\n} For more details, see the API Reference and complete examples .","breadcrumbs":"MCP Integration Ā» Signature Verification Failures","id":"170","title":"Signature Verification Failures"},"171":{"body":"","breadcrumbs":"HTTP Server Ā» HTTP Server","id":"171","title":"HTTP Server"},"172":{"body":"","breadcrumbs":"Express Middleware Ā» Express Middleware","id":"172","title":"Express Middleware"},"173":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"173","title":"API Reference"},"174":{"body":"The JACS Python package (jacs) provides Python bindings to the JACS Rust library, making it easy to integrate JACS into AI/ML workflows, data science projects, and Python applications.","breadcrumbs":"Installation Ā» Python Installation","id":"174","title":"Python Installation"},"175":{"body":"Python : Version 3.10 or higher pip : For package management Operating System : Linux, macOS, or Windows with WSL Architecture : x86_64 or ARM64","breadcrumbs":"Installation Ā» Requirements","id":"175","title":"Requirements"},"176":{"body":"","breadcrumbs":"Installation Ā» Installation","id":"176","title":"Installation"},"177":{"body":"pip install jacs","breadcrumbs":"Installation Ā» Using pip","id":"177","title":"Using pip"},"178":{"body":"conda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Using conda","id":"178","title":"Using conda"},"179":{"body":"poetry add jacs","breadcrumbs":"Installation Ā» Using poetry","id":"179","title":"Using poetry"},"18":{"body":"Core Concepts - Understand agents, documents, and agreements Quick Start Guide - Get up and running in minutes Choose Your Implementation : Rust CLI & Library Node.js Package Python Package","breadcrumbs":"Introduction Ā» Getting Started","id":"18","title":"Getting Started"},"180":{"body":"# Clone the repository\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacspy # Create virtual environment\npython -m venv .venv\nsource .venv/bin/activate # On Windows: .venv\\Scripts\\activate # Install in development mode\npip install -e .","breadcrumbs":"Installation Ā» Development Installation","id":"180","title":"Development Installation"},"181":{"body":"Create a simple test to verify everything is working: # test.py\nimport jacs\nimport json print('JACS Python bindings loaded successfully!') # Test basic functionality\ntry: config = { \"jacs_data_directory\": \"./test_data\", \"jacs_key_directory\": \"./test_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } agent = jacs.Agent(config) print('Agent created successfully!')\nexcept Exception as error: print(f'Error creating agent: {error}') Run the test: python test.py","breadcrumbs":"Installation Ā» Verify Installation","id":"181","title":"Verify Installation"},"182":{"body":"The jacs package includes several modules:","breadcrumbs":"Installation Ā» Package Structure","id":"182","title":"Package Structure"},"183":{"body":"import jacs # Core classes\nagent = jacs.Agent(config)\ndocument = jacs.Document(data)\ntask = jacs.Task(config)","breadcrumbs":"Installation Ā» Core Module","id":"183","title":"Core Module"},"184":{"body":"from jacs.mcp import JacsMcpServer, create_jacs_middleware # MCP server functionality\nserver = JacsMcpServer(config)","breadcrumbs":"Installation Ā» MCP Integration","id":"184","title":"MCP Integration"},"185":{"body":"from jacs.fastmcp import FastMcpServer, JacsTools # Advanced MCP server with FastMCP\nserver = FastMcpServer()\nserver.add_jacs_tools()","breadcrumbs":"Installation Ā» FastMCP Integration","id":"185","title":"FastMCP Integration"},"186":{"body":"","breadcrumbs":"Installation Ā» Configuration","id":"186","title":"Configuration"},"187":{"body":"config = { # Required fields \"jacs_data_directory\": \"./jacs_data\", # Where documents are stored \"jacs_key_directory\": \"./jacs_keys\", # Where keys are stored \"jacs_default_storage\": \"fs\", # Storage backend \"jacs_agent_key_algorithm\": \"Ed25519\", # Signing algorithm # Optional fields \"jacs_agent_id_and_version\": None, # Existing agent to load \"jacs_agent_private_key_filename\": \"private.pem\", \"jacs_agent_public_key_filename\": \"public.pem\"\n}","breadcrumbs":"Installation Ā» Basic Configuration","id":"187","title":"Basic Configuration"},"188":{"body":"You can also use a JSON configuration file: { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Load the configuration: import json with open('jacs.config.json', 'r') as f: config = json.load(f) agent = jacs.Agent(config)","breadcrumbs":"Installation Ā» Configuration File","id":"188","title":"Configuration File"},"189":{"body":"You can override configuration with environment variables: export JACS_DATA_DIRECTORY=\"./production_data\"\nexport JACS_KEY_DIRECTORY=\"./production_keys\"\nexport JACS_AGENT_KEY_ALGORITHM=\"RSA\" import os config = { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\", \"./jacs_data\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\", \"./jacs_keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\")\n}","breadcrumbs":"Installation Ā» Environment Variables","id":"189","title":"Environment Variables"},"19":{"body":"GitHub : HumanAssisted/JACS Issues : Report bugs and feature requests Examples : Complete examples for all implementations Documentation : This comprehensive guide Ready to build trustworthy AI systems? Let's get started!","breadcrumbs":"Introduction Ā» Community and Support","id":"19","title":"Community and Support"},"190":{"body":"","breadcrumbs":"Installation Ā» Storage Backends","id":"190","title":"Storage Backends"},"191":{"body":"config = { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\"\n}","breadcrumbs":"Installation Ā» File System (Default)","id":"191","title":"File System (Default)"},"192":{"body":"config = { \"jacs_default_storage\": \"s3\", \"jacs_s3_bucket\": \"my-jacs-bucket\", \"jacs_s3_region\": \"us-west-2\", \"jacs_s3_prefix\": \"jacs/\"\n}","breadcrumbs":"Installation Ā» S3 Storage","id":"192","title":"S3 Storage"},"193":{"body":"config = { \"jacs_default_storage\": \"azure\", \"jacs_azure_account\": \"myaccount\", \"jacs_azure_container\": \"jacs\", \"jacs_azure_key\": os.getenv(\"AZURE_STORAGE_KEY\")\n}","breadcrumbs":"Installation Ā» Azure Blob Storage","id":"193","title":"Azure Blob Storage"},"194":{"body":"","breadcrumbs":"Installation Ā» Cryptographic Algorithms","id":"194","title":"Cryptographic Algorithms"},"195":{"body":"config = { \"jacs_agent_key_algorithm\": \"Ed25519\"\n} Pros : Fast, secure, small signatures Cons : Newer standard, less universal support","breadcrumbs":"Installation Ā» Ed25519 (Recommended)","id":"195","title":"Ed25519 (Recommended)"},"196":{"body":"config = { \"jacs_agent_key_algorithm\": \"RSA\"\n} Pros : Widely supported, proven security Cons : Larger signatures, slower","breadcrumbs":"Installation Ā» RSA-PSS","id":"196","title":"RSA-PSS"},"197":{"body":"config = { \"jacs_agent_key_algorithm\": \"Dilithium\"\n} Pros : Quantum-resistant Cons : Experimental, large signatures","breadcrumbs":"Installation Ā» Post-Quantum (Experimental)","id":"197","title":"Post-Quantum (Experimental)"},"198":{"body":"","breadcrumbs":"Installation Ā» Development Setup","id":"198","title":"Development Setup"},"199":{"body":"my-jacs-project/\nā”œā”€ā”€ requirements.txt\nā”œā”€ā”€ jacs.config.json\nā”œā”€ā”€ src/\nā”‚ ā”œā”€ā”€ agent.py\nā”‚ ā”œā”€ā”€ tasks.py\nā”‚ ā””ā”€ā”€ agreements.py\nā”œā”€ā”€ jacs_data/\nā”‚ ā”œā”€ā”€ agents/\nā”‚ ā”œā”€ā”€ tasks/\nā”‚ ā””ā”€ā”€ documents/\nā”œā”€ā”€ jacs_keys/\nā”‚ ā”œā”€ā”€ private.pem\nā”‚ ā””ā”€ā”€ public.pem\nā””ā”€ā”€ tests/ ā””ā”€ā”€ test_jacs.py","breadcrumbs":"Installation Ā» Project Structure","id":"199","title":"Project Structure"},"2":{"body":"šŸ” Cryptographic Security : RSA, Ed25519, and post-quantum cryptographic algorithms šŸ“‹ JSON Schema Validation : Enforced document structure and validation šŸ¤ Multi-Agent Agreements : Built-in support for agent collaboration and task agreements šŸ” Full Audit Trail : Complete versioning and modification history šŸŒ Multiple Language Support : Rust, Node.js, and Python implementations šŸ”Œ MCP Integration : Native Model Context Protocol support šŸ“Š Observability : Built-in logging and metrics for production systems","breadcrumbs":"Introduction Ā» Key Features","id":"2","title":"Key Features"},"20":{"body":"JACS (JSON Agent Communication Standard) is a comprehensive framework designed to solve a critical problem in AI systems: How do agents communicate and collaborate securely with verifiable trust?","breadcrumbs":"What is JACS? Ā» What is JACS?","id":"20","title":"What is JACS?"},"200":{"body":"jacs>=0.1.0\nfastapi>=0.100.0 # For FastMCP integration\nuvicorn>=0.23.0 # For ASGI server\npydantic>=2.0.0 # For data validation","breadcrumbs":"Installation Ā» Requirements.txt Setup","id":"200","title":"Requirements.txt Setup"},"201":{"body":"# src/app.py\nimport jacs\nimport json\nimport os def main(): # Load configuration with open('jacs.config.json', 'r') as f: config = json.load(f) # Create agent agent = jacs.Agent(config) # Initialize if needed if not config.get(\"jacs_agent_id_and_version\"): agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"My Python JACS Agent\", \"description\": \"Example Python JACS agent\" }) # Update config with agent ID config[\"jacs_agent_id_and_version\"] = f\"{agent_doc['jacsId']}:{agent_doc['jacsVersion']}\" with open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) print('JACS agent ready!') return agent if __name__ == \"__main__\": agent = main()","breadcrumbs":"Installation Ā» Basic Application","id":"201","title":"Basic Application"},"202":{"body":"","breadcrumbs":"Installation Ā» Virtual Environment Setup","id":"202","title":"Virtual Environment Setup"},"203":{"body":"# Create virtual environment\npython -m venv jacs-env # Activate (Linux/macOS)\nsource jacs-env/bin/activate # Activate (Windows)\njacs-env\\Scripts\\activate # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using venv","id":"203","title":"Using venv"},"204":{"body":"# Create conda environment\nconda create -n jacs-env python=3.11 # Activate environment\nconda activate jacs-env # Install JACS\npip install jacs","breadcrumbs":"Installation Ā» Using conda","id":"204","title":"Using conda"},"205":{"body":"# Initialize poetry project\npoetry init # Add JACS dependency\npoetry add jacs # Install dependencies\npoetry install # Activate shell\npoetry shell","breadcrumbs":"Installation Ā» Using poetry","id":"205","title":"Using poetry"},"206":{"body":"# Install Jupyter in your JACS environment\npip install jupyter # Start Jupyter\njupyter notebook # In your notebook\nimport jacs\nimport json\nimport os # Setup configuration\nconfig = { \"jacs_data_directory\": \"./notebook_data\", \"jacs_key_directory\": \"./notebook_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) print(\"JACS ready for notebook use!\")","breadcrumbs":"Installation Ā» Jupyter Notebook Setup","id":"206","title":"Jupyter Notebook Setup"},"207":{"body":"","breadcrumbs":"Installation Ā» Common Issues","id":"207","title":"Common Issues"},"208":{"body":"If you get ModuleNotFoundError: No module named 'jacs': # Check Python version\npython --version # Should be 3.10+ # Check if jacs is installed\npip list | grep jacs # Reinstall if needed\npip uninstall jacs\npip install jacs","breadcrumbs":"Installation Ā» Module Not Found","id":"208","title":"Module Not Found"},"209":{"body":"If you get permission errors accessing files: # Check directory permissions\nls -la jacs_data/ jacs_keys/ # Fix permissions\nchmod 755 jacs_data/ jacs_keys/\nchmod 600 jacs_keys/*.pem","breadcrumbs":"Installation Ā» Permission Errors","id":"209","title":"Permission Errors"},"21":{"body":"As AI systems become more sophisticated, we're moving toward multi-agent architectures where different AI agents need to: Exchange tasks and delegate work to each other Create agreements and verify their completion Share data with guaranteed authenticity Maintain audit trails of decisions and actions Establish trust without centralized authorities Traditional approaches fall short because they lack: Cryptographic integrity for agent communications Standardized formats for agent interactions Built-in versioning and audit trails Support for multi-agent agreements and workflows","breadcrumbs":"What is JACS? Ā» The Problem JACS Solves","id":"21","title":"The Problem JACS Solves"},"210":{"body":"If you get binary compatibility errors: # Update pip and reinstall\npip install --upgrade pip\npip uninstall jacs\npip install jacs --no-cache-dir","breadcrumbs":"Installation Ā» Binary Compatibility","id":"210","title":"Binary Compatibility"},"211":{"body":"On Windows, you may need Visual C++ Build Tools: # Install Visual C++ Build Tools\n# Or use conda-forge\nconda install -c conda-forge jacs","breadcrumbs":"Installation Ā» Windows Issues","id":"211","title":"Windows Issues"},"212":{"body":"JACS includes type hints for better IDE support: from typing import Dict, List, Any\nimport jacs # Type hints work with modern IDEs\nconfig: Dict[str, Any] = { \"jacs_data_directory\": \"./data\", \"jacs_key_directory\": \"./keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent: jacs.Agent = jacs.Agent(config)\nagent_doc: Dict[str, Any] = agent.create_agent({ \"name\": \"Typed Agent\", \"description\": \"Agent with type hints\"\n})","breadcrumbs":"Installation Ā» Type Hints and IDE Support","id":"212","title":"Type Hints and IDE Support"},"213":{"body":"# tests/test_jacs.py\nimport unittest\nimport tempfile\nimport os\nimport jacs class TestJACS(unittest.TestCase): def setUp(self): self.temp_dir = tempfile.mkdtemp() self.config = { \"jacs_data_directory\": os.path.join(self.temp_dir, \"data\"), \"jacs_key_directory\": os.path.join(self.temp_dir, \"keys\"), \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Create directories os.makedirs(self.config[\"jacs_data_directory\"]) os.makedirs(self.config[\"jacs_key_directory\"]) self.agent = jacs.Agent(self.config) def test_agent_creation(self): self.agent.generate_keys() agent_doc = self.agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Agent for testing\" }) self.assertIn(\"jacsId\", agent_doc) self.assertIn(\"jacsVersion\", agent_doc) self.assertIn(\"name\", agent_doc) def tearDown(self): import shutil shutil.rmtree(self.temp_dir) if __name__ == \"__main__\": unittest.main()","breadcrumbs":"Installation Ā» Testing Setup","id":"213","title":"Testing Setup"},"214":{"body":"Now that you have JACS installed: Basic Usage - Learn core JACS operations MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation","breadcrumbs":"Installation Ā» Next Steps","id":"214","title":"Next Steps"},"215":{"body":"Check out the complete examples in the examples directory : Basic agent creation and task management Jupyter notebook workflows FastMCP server implementation AI/ML pipeline integration","breadcrumbs":"Installation Ā» Examples","id":"215","title":"Examples"},"216":{"body":"This guide covers the fundamental operations you can perform with JACS in Python, from creating agents to managing tasks and documents.","breadcrumbs":"Basic Usage Ā» Basic Usage","id":"216","title":"Basic Usage"},"217":{"body":"Here's a complete example that demonstrates the core JACS workflow: import jacs\nimport json\nimport os # Configuration\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(config[\"jacs_data_directory\"], exist_ok=True)\nos.makedirs(config[\"jacs_key_directory\"], exist_ok=True) # Create agent\nagent = jacs.Agent(config) # Generate keys and create agent document\nagent.generate_keys()\nagent_doc = agent.create_agent({ \"name\": \"My Python Agent\", \"description\": \"A JACS agent for Python workflows\", \"type\": \"automation\"\n}) print(f\"Created agent: {agent_doc['name']}\")\nprint(f\"Agent ID: {agent_doc['jacsId']}\") # Create a task\ntask_doc = agent.create_task({ \"title\": \"Process Data\", \"description\": \"Analyze customer data and generate report\", \"priority\": \"high\", \"status\": \"pending\"\n}) print(f\"Created task: {task_doc['title']}\")\nprint(f\"Task ID: {task_doc['jacsId']}\") # Update task status\nupdated_task = agent.update_task(task_doc['jacsId'], { \"status\": \"in_progress\", \"progress\": 25\n}) print(f\"Updated task status: {updated_task['status']}\")","breadcrumbs":"Basic Usage Ā» Quick Start Example","id":"217","title":"Quick Start Example"},"218":{"body":"","breadcrumbs":"Basic Usage Ā» Agent Management","id":"218","title":"Agent Management"},"219":{"body":"import jacs # Basic agent creation\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} agent = jacs.Agent(config) # Generate cryptographic keys\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"Data Processor\", \"description\": \"Agent specialized in data processing tasks\", \"type\": \"data_processor\", \"capabilities\": [\"data_analysis\", \"report_generation\"], \"version\": \"1.0.0\"\n}) print(f\"Agent created with ID: {agent_doc['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating an Agent","id":"219","title":"Creating an Agent"},"22":{"body":"","breadcrumbs":"What is JACS? Ā» JACS Core Philosophy","id":"22","title":"JACS Core Philosophy"},"220":{"body":"# If you have an existing agent, specify it in config\nconfig = { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\", \"jacs_agent_id_and_version\": \"agent_123:1\" # Load existing agent\n} agent = jacs.Agent(config) # Agent is now loaded and ready to use\nprint(\"Existing agent loaded successfully\")","breadcrumbs":"Basic Usage Ā» Loading an Existing Agent","id":"220","title":"Loading an Existing Agent"},"221":{"body":"# Get agent information\nagent_info = agent.get_agent_info()\nprint(f\"Agent Name: {agent_info['name']}\")\nprint(f\"Agent Type: {agent_info['type']}\")\nprint(f\"Capabilities: {agent_info.get('capabilities', [])}\")","breadcrumbs":"Basic Usage Ā» Agent Information","id":"221","title":"Agent Information"},"222":{"body":"","breadcrumbs":"Basic Usage Ā» Task Management","id":"222","title":"Task Management"},"223":{"body":"# Simple task\ntask = agent.create_task({ \"title\": \"Data Analysis\", \"description\": \"Analyze sales data for Q4\", \"status\": \"pending\"\n}) # Detailed task with metadata\ndetailed_task = agent.create_task({ \"title\": \"Generate Monthly Report\", \"description\": \"Create comprehensive monthly performance report\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"data_team\", \"due_date\": \"2024-02-01\", \"tags\": [\"reporting\", \"monthly\", \"performance\"], \"metadata\": { \"department\": \"analytics\", \"report_type\": \"performance\", \"data_sources\": [\"sales\", \"marketing\", \"support\"] }\n}) print(f\"Created task: {detailed_task['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Tasks","id":"223","title":"Creating Tasks"},"224":{"body":"# Update task status\nupdated_task = agent.update_task(task['jacsId'], { \"status\": \"in_progress\", \"progress\": 50, \"notes\": \"Data collection completed, starting analysis\"\n}) # Add results to completed task\ncompleted_task = agent.update_task(task['jacsId'], { \"status\": \"completed\", \"progress\": 100, \"results\": { \"total_sales\": 1250000, \"growth_rate\": 15.3, \"top_products\": [\"Product A\", \"Product B\", \"Product C\"] }, \"completion_date\": \"2024-01-15\"\n})","breadcrumbs":"Basic Usage Ā» Updating Tasks","id":"224","title":"Updating Tasks"},"225":{"body":"# Get all tasks\nall_tasks = agent.list_tasks()\nprint(f\"Total tasks: {len(all_tasks)}\") # Filter tasks by status\npending_tasks = [task for task in all_tasks if task.get('status') == 'pending']\nprint(f\"Pending tasks: {len(pending_tasks)}\") # Get specific task\ntask_details = agent.get_task(task['jacsId'])\nprint(f\"Task: {task_details['title']}\")","breadcrumbs":"Basic Usage Ā» Querying Tasks","id":"225","title":"Querying Tasks"},"226":{"body":"","breadcrumbs":"Basic Usage Ā» Document Management","id":"226","title":"Document Management"},"227":{"body":"# Create a generic document\ndocument = agent.create_document({ \"type\": \"report\", \"title\": \"Q4 Sales Analysis\", \"content\": { \"summary\": \"Sales increased by 15% in Q4\", \"details\": { \"total_revenue\": 1250000, \"units_sold\": 5000, \"average_order_value\": 250 } }, \"author\": \"analytics_team\", \"created_date\": \"2024-01-15\"\n}) print(f\"Document created: {document['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Documents","id":"227","title":"Creating Documents"},"228":{"body":"# Update document (creates new version)\nupdated_document = agent.update_document(document['jacsId'], { \"content\": { \"summary\": \"Sales increased by 15.3% in Q4 (revised)\", \"details\": { \"total_revenue\": 1253000, # Corrected figure \"units_sold\": 5012, \"average_order_value\": 250.1 } }, \"revision_notes\": \"Corrected revenue figures\"\n}) print(f\"Document updated to version: {updated_document['jacsVersion']}\")","breadcrumbs":"Basic Usage Ā» Document Versioning","id":"228","title":"Document Versioning"},"229":{"body":"# Verify document signature\nis_valid = agent.verify_document(document['jacsId'])\nprint(f\"Document signature valid: {is_valid}\") # Get document history\nhistory = agent.get_document_history(document['jacsId'])\nprint(f\"Document has {len(history)} versions\")","breadcrumbs":"Basic Usage Ā» Document Verification","id":"229","title":"Document Verification"},"23":{"body":"JACS is built specifically for AI agent communication patterns, not as a general-purpose document signing system. It understands concepts like: Agents with identities and capabilities Tasks that can be delegated and tracked Agreements between multiple parties Versioning for iterative improvements","breadcrumbs":"What is JACS? Ā» šŸŽÆ Agent-First Design","id":"23","title":"šŸŽÆ Agent-First Design"},"230":{"body":"","breadcrumbs":"Basic Usage Ā» Agreement Management","id":"230","title":"Agreement Management"},"231":{"body":"# Create a multi-party agreement\nagreement = agent.create_agreement({ \"title\": \"Data Sharing Agreement\", \"description\": \"Agreement for sharing customer data between departments\", \"parties\": [\"analytics_team\", \"marketing_team\", \"legal_team\"], \"terms\": { \"data_types\": [\"customer_demographics\", \"purchase_history\"], \"usage_restrictions\": [\"no_external_sharing\", \"anonymization_required\"], \"duration\": \"12_months\" }, \"status\": \"draft\"\n}) print(f\"Agreement created: {agreement['jacsId']}\")","breadcrumbs":"Basic Usage Ā» Creating Agreements","id":"231","title":"Creating Agreements"},"232":{"body":"# Submit agreement for approval\nsubmitted_agreement = agent.update_agreement(agreement['jacsId'], { \"status\": \"pending_approval\", \"submitted_by\": \"analytics_team\", \"submitted_date\": \"2024-01-15\"\n}) # Approve agreement (would be done by each party)\napproved_agreement = agent.approve_agreement(agreement['jacsId'], { \"approver\": \"legal_team\", \"approval_date\": \"2024-01-16\", \"notes\": \"Approved with standard terms\"\n}) # Finalize agreement\nfinal_agreement = agent.finalize_agreement(agreement['jacsId'])\nprint(f\"Agreement status: {final_agreement['status']}\")","breadcrumbs":"Basic Usage Ā» Agreement Workflow","id":"232","title":"Agreement Workflow"},"233":{"body":"","breadcrumbs":"Basic Usage Ā» Working with JSON Schemas","id":"233","title":"Working with JSON Schemas"},"234":{"body":"# Define a custom schema for your documents\ntask_schema = { \"type\": \"object\", \"properties\": { \"title\": {\"type\": \"string\", \"minLength\": 1}, \"description\": {\"type\": \"string\"}, \"priority\": {\"type\": \"string\", \"enum\": [\"low\", \"medium\", \"high\"]}, \"status\": {\"type\": \"string\", \"enum\": [\"pending\", \"in_progress\", \"completed\"]}, \"assignee\": {\"type\": \"string\"}, \"due_date\": {\"type\": \"string\", \"format\": \"date\"} }, \"required\": [\"title\", \"description\", \"status\"]\n} # Create task with schema validation\ntry: validated_task = agent.create_task({ \"title\": \"Validated Task\", \"description\": \"This task follows the schema\", \"priority\": \"high\", \"status\": \"pending\", \"assignee\": \"john_doe\", \"due_date\": \"2024-02-01\" }, schema=task_schema) print(\"Task created and validated successfully\")\nexcept Exception as e: print(f\"Schema validation failed: {e}\")","breadcrumbs":"Basic Usage Ā» Schema Validation","id":"234","title":"Schema Validation"},"235":{"body":"","breadcrumbs":"Basic Usage Ā» Error Handling","id":"235","title":"Error Handling"},"236":{"body":"import jacs try: agent = jacs.Agent(config) # Attempt to create agent agent.generate_keys() agent_doc = agent.create_agent({ \"name\": \"Test Agent\", \"description\": \"Testing error handling\" }) except jacs.ConfigurationError as e: print(f\"Configuration error: {e}\") # Handle configuration issues except jacs.CryptographicError as e: print(f\"Cryptographic error: {e}\") # Handle key generation or signing issues except jacs.ValidationError as e: print(f\"Validation error: {e}\") # Handle schema validation failures except jacs.StorageError as e: print(f\"Storage error: {e}\") # Handle file system or cloud storage issues except Exception as e: print(f\"Unexpected error: {e}\") # Handle any other errors","breadcrumbs":"Basic Usage Ā» Common Error Patterns","id":"236","title":"Common Error Patterns"},"237":{"body":"def create_agent_safely(config): \"\"\"Create agent with comprehensive error handling\"\"\" try: agent = jacs.Agent(config) # Check if keys exist if not agent.has_keys(): print(\"Generating new keys...\") agent.generate_keys() # Check if agent document exists if not config.get(\"jacs_agent_id_and_version\"): print(\"Creating new agent...\") agent_doc = agent.create_agent({ \"name\": \"Robust Agent\", \"description\": \"Agent with error handling\" }) return agent, agent_doc else: print(\"Loading existing agent...\") return agent, None except Exception as e: print(f\"Failed to create agent: {e}\") return None, None # Usage\nagent, agent_doc = create_agent_safely(config)\nif agent: print(\"Agent ready for use\")\nelse: print(\"Failed to initialize agent\")","breadcrumbs":"Basic Usage Ā» Robust Error Handling","id":"237","title":"Robust Error Handling"},"238":{"body":"","breadcrumbs":"Basic Usage Ā» Configuration Management","id":"238","title":"Configuration Management"},"239":{"body":"import os\nimport json def load_config(): \"\"\"Load configuration from environment or file\"\"\" # Try environment variables first if os.getenv(\"JACS_DATA_DIRECTORY\"): return { \"jacs_data_directory\": os.getenv(\"JACS_DATA_DIRECTORY\"), \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIRECTORY\"), \"jacs_default_storage\": os.getenv(\"JACS_DEFAULT_STORAGE\", \"fs\"), \"jacs_agent_key_algorithm\": os.getenv(\"JACS_AGENT_KEY_ALGORITHM\", \"Ed25519\") } # Fall back to config file try: with open(\"jacs.config.json\", \"r\") as f: return json.load(f) except FileNotFoundError: # Default configuration return { \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\" } # Usage\nconfig = load_config()\nagent = jacs.Agent(config)","breadcrumbs":"Basic Usage Ā» Environment-Based Configuration","id":"239","title":"Environment-Based Configuration"},"24":{"body":"Every JACS document includes: Digital signatures proving authenticity Hash verification ensuring integrity Public key cryptography for identity verification Timestamps for chronological ordering","breadcrumbs":"What is JACS? Ā» šŸ” Trust Through Cryptography","id":"24","title":"šŸ” Trust Through Cryptography"},"240":{"body":"def validate_config(config): \"\"\"Validate JACS configuration\"\"\" required_fields = [ \"jacs_data_directory\", \"jacs_key_directory\", \"jacs_default_storage\", \"jacs_agent_key_algorithm\" ] for field in required_fields: if field not in config: raise ValueError(f\"Missing required configuration field: {field}\") # Validate algorithm valid_algorithms = [\"Ed25519\", \"RSA\", \"Dilithium\"] if config[\"jacs_agent_key_algorithm\"] not in valid_algorithms: raise ValueError(f\"Invalid algorithm: {config['jacs_agent_key_algorithm']}\") # Validate storage valid_storage = [\"fs\", \"s3\", \"azure\"] if config[\"jacs_default_storage\"] not in valid_storage: raise ValueError(f\"Invalid storage backend: {config['jacs_default_storage']}\") return True # Usage\ntry: validate_config(config) agent = jacs.Agent(config)\nexcept ValueError as e: print(f\"Configuration error: {e}\")","breadcrumbs":"Basic Usage Ā» Configuration Validation","id":"240","title":"Configuration Validation"},"241":{"body":"","breadcrumbs":"Basic Usage Ā» Performance Tips","id":"241","title":"Performance Tips"},"242":{"body":"# Create multiple tasks efficiently\ntasks_data = [ {\"title\": f\"Task {i}\", \"description\": f\"Description {i}\", \"status\": \"pending\"} for i in range(10)\n] created_tasks = []\nfor task_data in tasks_data: task = agent.create_task(task_data) created_tasks.append(task) print(f\"Created {len(created_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Batch Operations","id":"242","title":"Batch Operations"},"243":{"body":"# Cache agent instance for reuse\nclass JACSManager: def __init__(self, config): self.config = config self._agent = None @property def agent(self): if self._agent is None: self._agent = jacs.Agent(self.config) return self._agent def create_task(self, task_data): return self.agent.create_task(task_data) def get_task(self, task_id): return self.agent.get_task(task_id) # Usage\nmanager = JACSManager(config)\ntask = manager.create_task({\"title\": \"Cached Task\", \"status\": \"pending\"})","breadcrumbs":"Basic Usage Ā» Caching Agent Instance","id":"243","title":"Caching Agent Instance"},"244":{"body":"Now that you understand the basics: MCP Integration - Add Model Context Protocol support FastMCP Integration - Build advanced MCP servers API Reference - Complete API documentation Examples - More complex examples","breadcrumbs":"Basic Usage Ā» Next Steps","id":"244","title":"Next Steps"},"245":{"body":"","breadcrumbs":"Basic Usage Ā» Common Patterns","id":"245","title":"Common Patterns"},"246":{"body":"def process_data_pipeline(agent, data_source): \"\"\"Example data processing pipeline using JACS tasks\"\"\" # Create extraction task extract_task = agent.create_task({ \"title\": \"Extract Data\", \"description\": f\"Extract data from {data_source}\", \"status\": \"pending\", \"type\": \"extraction\" }) # Simulate extraction agent.update_task(extract_task['jacsId'], { \"status\": \"completed\", \"results\": {\"records_extracted\": 1000} }) # Create transformation task transform_task = agent.create_task({ \"title\": \"Transform Data\", \"description\": \"Clean and transform extracted data\", \"status\": \"pending\", \"type\": \"transformation\", \"depends_on\": [extract_task['jacsId']] }) # Continue pipeline... return [extract_task, transform_task] # Usage\npipeline_tasks = process_data_pipeline(agent, \"customer_database\")\nprint(f\"Created pipeline with {len(pipeline_tasks)} tasks\")","breadcrumbs":"Basic Usage Ā» Task Pipeline","id":"246","title":"Task Pipeline"},"247":{"body":"JACS provides seamless integration with the Model Context Protocol (MCP), enabling cryptographically signed and verified communication between AI agents and MCP servers. This integration ensures that all tool calls, resource requests, and prompt interactions are authenticated and tamper-proof.","breadcrumbs":"MCP Integration Ā» MCP Integration","id":"247","title":"MCP Integration"},"248":{"body":"JACS MCP integration provides: Cryptographic Authentication : All MCP messages are signed and verified FastMCP Support : Native integration with FastMCP servers HTTP & SSE Transports : Support for both HTTP and Server-Sent Events Transparent Security : Existing MCP code works with minimal changes","breadcrumbs":"MCP Integration Ā» Overview","id":"248","title":"Overview"},"249":{"body":"","breadcrumbs":"MCP Integration Ā» Quick Start","id":"249","title":"Quick Start"},"25":{"body":"JACS builds on proven standards: JSON for universal compatibility JSON Schema for structure validation RFC 3339 timestamps for consistency Standard cryptographic algorithms (RSA, Ed25519, post-quantum)","breadcrumbs":"What is JACS? Ā» šŸ“‹ Standards-Based","id":"25","title":"šŸ“‹ Standards-Based"},"250":{"body":"import jacs\nimport os\nfrom pathlib import Path\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport uvicorn # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) # Create FastMCP server with JACS authentication\nmcp = JACSMCPServer(FastMCP(\"Authenticated Echo Server\")) @mcp.tool()\ndef echo_tool(text: str) -> str: \"\"\"Echo the input text with server prefix\"\"\" return f\"SERVER SAYS: {text}\" @mcp.resource(\"echo://static\")\ndef echo_resource() -> str: return \"Echo!\" @mcp.prompt(\"echo\")\ndef echo_prompt(text: str) -> str: return f\"Echo prompt: {text}\" # Get the ASGI app with JACS middleware\nsse_app_with_middleware = mcp.sse_app() if __name__ == \"__main__\": print(\"Starting JACS-enabled MCP server...\") uvicorn.run(sse_app_with_middleware, host=\"localhost\", port=8000)","breadcrumbs":"MCP Integration Ā» Basic MCP Server with JACS","id":"250","title":"Basic MCP Server with JACS"},"251":{"body":"import asyncio\nimport os\nfrom pathlib import Path\nimport jacs\nfrom jacs.mcp import JACSMCPClient # Setup JACS configuration\ncurrent_dir = Path(__file__).parent.absolute()\njacs_config_path = current_dir / \"jacs.client.config.json\" # Set password for private key\nos.environ[\"JACS_PRIVATE_KEY_PASSWORD\"] = \"your_secure_password\" # Initialize JACS\njacs.load(str(jacs_config_path)) async def main(): server_url = \"http://localhost:8000/sse\" try: client = JACSMCPClient(server_url) async with client: # Call authenticated tool result = await client.call_tool(\"echo_tool\", { \"text\": \"Hello from authenticated client!\" }) print(f\"Tool result: {result}\") # Read authenticated resource resource = await client.read_resource(\"echo://static\") print(f\"Resource: {resource}\") except Exception as e: print(f\"Error: {e}\") if __name__ == \"__main__\": asyncio.run(main())","breadcrumbs":"MCP Integration Ā» Basic MCP Client with JACS","id":"251","title":"Basic MCP Client with JACS"},"252":{"body":"","breadcrumbs":"MCP Integration Ā» Configuration","id":"252","title":"Configuration"},"253":{"body":"Create a jacs.config.json file for your server and client: { \"$schema\": \"https://hai.ai/schemas/jacs.config.schema.json\", \"jacs_agent_id_and_version\": \"your-agent-id:version\", \"jacs_agent_key_algorithm\": \"RSA-PSS\", \"jacs_agent_private_key_filename\": \"private.pem.enc\", \"jacs_agent_public_key_filename\": \"public.pem\", \"jacs_data_directory\": \"./jacs\", \"jacs_default_storage\": \"fs\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_private_key_password\": \"your_password\", \"jacs_use_security\": \"true\"\n}","breadcrumbs":"MCP Integration Ā» JACS Configuration File","id":"253","title":"JACS Configuration File"},"254":{"body":"Generate cryptographic keys for your agents: import jacs # Load configuration\njacs.load(\"jacs.config.json\") # Generate keys (only needed once per agent)\nagent = jacs.Agent()\nagent.generate_keys() # Create agent document\nagent_doc = agent.create_agent({ \"name\": \"MCP Server Agent\", \"description\": \"Agent for MCP server authentication\", \"type\": \"mcp_server\"\n}) print(f\"Agent ID: {agent_doc['jacsId']}\")","breadcrumbs":"MCP Integration Ā» Key Generation","id":"254","title":"Key Generation"},"255":{"body":"","breadcrumbs":"MCP Integration Ā» Integration Patterns","id":"255","title":"Integration Patterns"},"256":{"body":"The JACSMCPServer wrapper automatically adds cryptographic middleware: from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP # Create FastMCP server\nbase_server = FastMCP(\"My Server\") # Wrap with JACS authentication\nauthenticated_server = JACSMCPServer(base_server) # All decorators work normally\n@authenticated_server.tool()\ndef my_tool(data: str) -> str: return f\"Processed: {data}\"","breadcrumbs":"MCP Integration Ā» 1. FastMCP with JACS Middleware","id":"256","title":"1. FastMCP with JACS Middleware"},"257":{"body":"For HTTP-based MCP servers, you can manually sign responses: from fastapi import FastAPI, Request\nfrom fastapi.responses import JSONResponse\nimport jacs app = FastAPI() @app.post(\"/api/tool\")\nasync def call_tool(request: Request): # Verify incoming request body = await request.body() verified_data = jacs.verify_request(body.decode()) # Process the tool call result = {\"message\": \"Tool executed\", \"data\": verified_data} # Sign and return response signed_response = jacs.sign_response(result) return JSONResponse(content=signed_response)","breadcrumbs":"MCP Integration Ā» 2. HTTP MCP with Manual Signing","id":"257","title":"2. HTTP MCP with Manual Signing"},"258":{"body":"For stdio-based MCP servers: from mcp.server.fastmcp import FastMCP\nimport jacs # Initialize JACS\njacs.load(\"jacs.config.json\") mcp = FastMCP(\"Stdio Server\") @mcp.tool()\ndef secure_tool(input_data: str) -> str: \"\"\"A tool that processes signed input\"\"\" # Input is automatically verified by JACS middleware return f\"Securely processed: {input_data}\" if __name__ == \"__main__\": # Run with stdio transport mcp.run()","breadcrumbs":"MCP Integration Ā» 3. Standard MCP with Stdio","id":"258","title":"3. Standard MCP with Stdio"},"259":{"body":"","breadcrumbs":"MCP Integration Ā» Advanced Usage","id":"259","title":"Advanced Usage"},"26":{"body":"","breadcrumbs":"What is JACS? Ā» Key Concepts","id":"26","title":"Key Concepts"},"260":{"body":"from jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nimport jacs class CustomJACSServer: def __init__(self, base_server: FastMCP): self.base_server = base_server self.setup_middleware() def setup_middleware(self): # Custom verification logic @self.base_server.middleware(\"http\") async def custom_auth(request, call_next): # Custom JACS verification if self.should_verify(request): body = await request.body() verified = jacs.verify_request(body.decode()) # Update request with verified data response = await call_next(request) # Custom signing logic if self.should_sign(response): # Sign response pass return response def should_verify(self, request) -> bool: # Custom logic for when to verify return True def should_sign(self, response) -> bool: # Custom logic for when to sign return True","breadcrumbs":"MCP Integration Ā» Custom Authentication Logic","id":"260","title":"Custom Authentication Logic"},"261":{"body":"import jacs\nfrom jacs.mcp import JACSMCPServer, JACSMCPClient # Server side - configure for multiple agents\nserver_config = { \"trusted_agents\": [\"agent1-id\", \"agent2-id\"], \"require_signatures\": True\n} mcp_server = JACSMCPServer(FastMCP(\"Multi-Agent Server\")) @mcp_server.tool()\ndef multi_agent_tool(data: str, agent_context: dict) -> str: \"\"\"Tool that can be called by multiple authenticated agents\"\"\" agent_id = agent_context.get(\"agent_id\") return f\"Agent {agent_id} processed: {data}\" # Client side - each agent uses its own keys\nclient1 = JACSMCPClient(\"http://server:8000/sse\")\nclient2 = JACSMCPClient(\"http://server:8000/sse\")","breadcrumbs":"MCP Integration Ā» Multi-Agent Authentication","id":"261","title":"Multi-Agent Authentication"},"262":{"body":"","breadcrumbs":"MCP Integration Ā» Error Handling","id":"262","title":"Error Handling"},"263":{"body":"import jacs\nfrom jacs.mcp import JACSMCPClient async def robust_mcp_client(): try: client = JACSMCPClient(\"http://localhost:8000/sse\") async with client: result = await client.call_tool(\"my_tool\", {\"data\": \"test\"}) return result except jacs.CryptographicError as e: print(f\"Signature verification failed: {e}\") # Handle invalid signatures except jacs.ConfigurationError as e: print(f\"JACS configuration error: {e}\") # Handle missing keys or config except ConnectionError as e: print(f\"MCP connection failed: {e}\") # Handle network issues except Exception as e: print(f\"Unexpected error: {e}\")","breadcrumbs":"MCP Integration Ā» Common JACS MCP Errors","id":"263","title":"Common JACS MCP Errors"},"264":{"body":"import logging\nimport jacs # Enable detailed JACS logging\nlogging.basicConfig(level=logging.DEBUG)\njacs_logger = logging.getLogger(\"jacs\")\njacs_logger.setLevel(logging.DEBUG) # Enable MCP debugging\nmcp_logger = logging.getLogger(\"mcp\")\nmcp_logger.setLevel(logging.DEBUG) # Your MCP code here...","breadcrumbs":"MCP Integration Ā» Debugging Authentication Issues","id":"264","title":"Debugging Authentication Issues"},"265":{"body":"","breadcrumbs":"MCP Integration Ā» Production Deployment","id":"265","title":"Production Deployment"},"266":{"body":"Key Management : Store private keys securely Environment Variables : Use environment variables for passwords Network Security : Use TLS for network transport Key Rotation : Implement key rotation policies import os\nimport jacs # Production configuration\nconfig = { \"jacs_key_directory\": os.getenv(\"JACS_KEY_DIR\", \"/secure/keys\"), \"jacs_private_key_password\": os.getenv(\"JACS_KEY_PASSWORD\"), \"jacs_use_security\": \"true\", \"jacs_agent_key_algorithm\": \"RSA-PSS\"\n} # Load with production settings\njacs.load_config(config)","breadcrumbs":"MCP Integration Ā» Security Best Practices","id":"266","title":"Security Best Practices"},"267":{"body":"FROM python:3.11-slim WORKDIR /app # Install dependencies\nCOPY requirements.txt .\nRUN pip install -r requirements.txt # Copy application\nCOPY . . # Create secure key directory\nRUN mkdir -p /secure/keys && chmod 700 /secure/keys # Set environment variables\nENV JACS_KEY_DIR=/secure/keys\nENV JACS_USE_SECURITY=true # Run MCP server\nCMD [\"python\", \"mcp_server.py\"]","breadcrumbs":"MCP Integration Ā» Docker Deployment","id":"267","title":"Docker Deployment"},"268":{"body":"","breadcrumbs":"MCP Integration Ā» Testing","id":"268","title":"Testing"},"269":{"body":"import pytest\nimport jacs\nfrom jacs.mcp import JACSMCPServer\nfrom fastmcp import FastMCP\nfrom fastmcp.client import Client\nfrom fastmcp.client.transports import FastMCPTransport @pytest.fixture\ndef jacs_mcp_server(): # Setup test configuration jacs.load(\"test.config.json\") server = FastMCP(\"Test Server\") return JACSMCPServer(server) @pytest.fixture\ndef test_client(jacs_mcp_server): transport = FastMCPTransport(jacs_mcp_server) return Client(transport) async def test_authenticated_tool(test_client): async with test_client: result = await test_client.call_tool(\"echo_tool\", {\"text\": \"test\"}) assert \"test\" in str(result)","breadcrumbs":"MCP Integration Ā» Unit Testing MCP Tools","id":"269","title":"Unit Testing MCP Tools"},"27":{"body":"An Agent is an autonomous entity with: A unique identity (UUID) Cryptographic keys for signing Capabilities defined in services The ability to create and verify documents","breadcrumbs":"What is JACS? Ā» Agents","id":"27","title":"Agents"},"270":{"body":"","breadcrumbs":"MCP Integration Ā» Performance Considerations","id":"270","title":"Performance Considerations"},"271":{"body":"Key Caching : JACS automatically caches keys Batch Operations : Group multiple tool calls when possible Connection Pooling : Reuse client connections Async Operations : Use async/await properly # Efficient client usage\nasync def efficient_mcp_usage(): client = JACSMCPClient(\"http://server:8000/sse\") # Single connection for multiple operations async with client: # Batch multiple tool calls tasks = [ client.call_tool(\"tool1\", {\"data\": f\"item{i}\"}) for i in range(10) ] results = await asyncio.gather(*tasks) return results","breadcrumbs":"MCP Integration Ā» Optimization Tips","id":"271","title":"Optimization Tips"},"272":{"body":"FastMCP Integration - Advanced FastMCP patterns API Reference - Complete API documentation Examples - More complex examples Security Guide - Security best practices","breadcrumbs":"MCP Integration Ā» Next Steps","id":"272","title":"Next Steps"},"273":{"body":"","breadcrumbs":"API Reference Ā» API Reference","id":"273","title":"API Reference"},"274":{"body":"","breadcrumbs":"JSON Schemas Ā» JSON Schemas","id":"274","title":"JSON Schemas"},"275":{"body":"","breadcrumbs":"Agent Schema Ā» Agent Schema","id":"275","title":"Agent Schema"},"276":{"body":"","breadcrumbs":"Document Schema Ā» Document Schema","id":"276","title":"Document Schema"},"277":{"body":"","breadcrumbs":"Task Schema Ā» Task Schema","id":"277","title":"Task Schema"},"278":{"body":"","breadcrumbs":"Configuration Ā» Configuration","id":"278","title":"Configuration"},"279":{"body":"","breadcrumbs":"Security Model Ā» Security Model","id":"279","title":"Security Model"},"28":{"body":"A Document is any JSON object that includes: JACS header fields (ID, version, creator, etc.) A cryptographic signature A hash for integrity verification Business logic specific to the document type","breadcrumbs":"What is JACS? Ā» Documents","id":"28","title":"Documents"},"280":{"body":"","breadcrumbs":"Cryptographic Algorithms Ā» Cryptographic Algorithms","id":"280","title":"Cryptographic Algorithms"},"281":{"body":"","breadcrumbs":"Storage Backends Ā» Storage Backends","id":"281","title":"Storage Backends"},"282":{"body":"","breadcrumbs":"Custom Schemas Ā» Custom Schemas","id":"282","title":"Custom Schemas"},"283":{"body":"","breadcrumbs":"Testing Ā» Testing","id":"283","title":"Testing"},"284":{"body":"","breadcrumbs":"Model Context Protocol (MCP) Ā» Model Context Protocol (MCP)","id":"284","title":"Model Context Protocol (MCP)"},"285":{"body":"","breadcrumbs":"Web Servers Ā» Web Servers","id":"285","title":"Web Servers"},"286":{"body":"","breadcrumbs":"Databases Ā» Databases","id":"286","title":"Databases"},"287":{"body":"","breadcrumbs":"CLI Examples Ā» CLI Examples","id":"287","title":"CLI Examples"},"288":{"body":"","breadcrumbs":"Node.js Examples Ā» Node.js Examples","id":"288","title":"Node.js Examples"},"289":{"body":"","breadcrumbs":"Python Examples Ā» Python Examples","id":"289","title":"Python Examples"},"29":{"body":"A Task is a special document type representing: Work to be performed Success/failure criteria Input/output specifications Delegation and completion tracking","breadcrumbs":"What is JACS? Ā» Tasks","id":"29","title":"Tasks"},"290":{"body":"","breadcrumbs":"Integration Examples Ā» Integration Examples","id":"290","title":"Integration Examples"},"291":{"body":"This page provides a comprehensive reference for all JACS command-line interface commands.","breadcrumbs":"CLI Command Reference Ā» CLI Command Reference","id":"291","title":"CLI Command Reference"},"292":{"body":"","breadcrumbs":"CLI Command Reference Ā» Global Commands","id":"292","title":"Global Commands"},"293":{"body":"Prints version and build information for the JACS installation. jacs version","breadcrumbs":"CLI Command Reference Ā» jacs version","id":"293","title":"jacs version"},"294":{"body":"Initialize JACS by creating both configuration and agent (with cryptographic keys). This is typically the first command run when setting up JACS. jacs init","breadcrumbs":"CLI Command Reference Ā» jacs init","id":"294","title":"jacs init"},"295":{"body":"Print help information for JACS commands. jacs help [COMMAND]","breadcrumbs":"CLI Command Reference Ā» jacs help","id":"295","title":"jacs help"},"296":{"body":"","breadcrumbs":"CLI Command Reference Ā» Configuration Commands","id":"296","title":"Configuration Commands"},"297":{"body":"Work with JACS configuration settings. jacs config [SUBCOMMAND] Note: Specific subcommands for config are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs config","id":"297","title":"jacs config"},"298":{"body":"","breadcrumbs":"CLI Command Reference Ā» Agent Commands","id":"298","title":"Agent Commands"},"299":{"body":"Work with JACS agents - the cryptographic identities that sign and verify documents. jacs agent [SUBCOMMAND] Note: Specific subcommands for agent management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs agent","id":"299","title":"jacs agent"},"3":{"body":"JACS is available in three languages, each with its own strengths:","breadcrumbs":"Introduction Ā» Available Implementations","id":"3","title":"Available Implementations"},"30":{"body":"An Agreement is a mechanism for: Multiple agents to consent to terms Tracking signatures from all required parties Ensuring all participants have signed before proceeding Creating binding commitments between agents","breadcrumbs":"What is JACS? Ā» Agreements","id":"30","title":"Agreements"},"300":{"body":"","breadcrumbs":"CLI Command Reference Ā» Task Commands","id":"300","title":"Task Commands"},"301":{"body":"Work with JACS agent tasks - structured workflows between agents. jacs task [SUBCOMMAND] Note: Specific subcommands for task management are not detailed in the current help output.","breadcrumbs":"CLI Command Reference Ā» jacs task","id":"301","title":"jacs task"},"302":{"body":"The jacs document command provides comprehensive document management capabilities.","breadcrumbs":"CLI Command Reference Ā» Document Commands","id":"302","title":"Document Commands"},"303":{"body":"Create a new JACS document, either by embedding or parsing a document with optional file attachments. Usage: jacs document create [OPTIONS] Options: -a - Path to the agent file. If not specified, uses config jacs_agent_id_and_version -f - Path to input file. Must be JSON format -o - Output filename for the created document -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -n, --no-save - Instead of saving files, print to stdout -s, --schema - Path to JSON schema file to use for validation --attach - Path to file or directory for file attachments -e, --embed - Embed documents or keep them external [possible values: true, false] -h, --help - Print help information Examples: # Create document from JSON file\njacs document create -f my-document.json # Create document with embedded attachment\njacs document create -f document.json --attach ./image.jpg --embed true # Create document with referenced attachment\njacs document create -f document.json --attach ./data.csv --embed false # Create from directory of JSON files\njacs document create -d ./documents/ # Create with custom schema validation\njacs document create -f document.json -s custom-schema.json # Print to stdout instead of saving\njacs document create -f document.json --no-save","breadcrumbs":"CLI Command Reference Ā» jacs document create","id":"303","title":"jacs document create"},"304":{"body":"Create a new version of an existing document. Requires both the original JACS file and the modified JACS metadata. Usage: jacs document update [OPTIONS] Options: -a - Path to the agent file -f - Path to original document file -n - Path to new/modified document file -o - Output filename for updated document -v, --verbose - Enable verbose output -n, --no-save - Print to stdout instead of saving -s, --schema - Path to JSON schema file for validation --attach - Path to file or directory for additional attachments -e, --embed - Embed new attachments or keep them external -h, --help - Print help information Example: # Update document with new version\njacs document update -f original.json -n modified.json -o updated.json # Update and add new attachments\njacs document update -f original.json -n modified.json --attach ./new-file.pdf --embed false","breadcrumbs":"CLI Command Reference Ā» jacs document update","id":"304","title":"jacs document update"},"305":{"body":"Verify a document's hash, signatures, and schema compliance. Usage: jacs document verify [OPTIONS] Options: -a - Path to the agent file -f - Path to input file. Must be JSON format -d - Path to directory of files. Files should end with .json -v, --verbose - Enable verbose output -s, --schema - Path to JSON schema file to use for validation -h, --help - Print help information Examples: # Verify single document\njacs document verify -f signed-document.json # Verify all documents in directory\njacs document verify -d ./documents/ # Verify with custom schema\njacs document verify -f document.json -s custom-schema.json Verification Process: Hash verification - Confirms document integrity Signature verification - Validates cryptographic signatures Schema validation - Ensures document structure compliance File integrity - Checks SHA256 checksums of attached files","breadcrumbs":"CLI Command Reference Ā» jacs document verify","id":"305","title":"jacs document verify"},"306":{"body":"Extract embedded file contents from documents back to the filesystem. Usage: jacs document extract [OPTIONS] Options: -a - Path to the agent file -f - Path to input file containing embedded files -d - Path to directory of files to process -s, --schema - Path to JSON schema file for validation -h, --help - Print help information Examples: # Extract embedded files from single document\njacs document extract -f document-with-embedded-files.json # Extract from all documents in directory jacs document extract -d ./documents/ Extract Process: Reads embedded file contents from document Decodes base64-encoded data Writes files to their original paths Creates backup of existing files (with timestamp)","breadcrumbs":"CLI Command Reference Ā» jacs document extract","id":"306","title":"jacs document extract"},"307":{"body":"JACS provides specialized commands for managing multi-agent agreements. jacs document check-agreement Given a document, provide a list of agents that should sign the document. Usage: jacs document check-agreement [OPTIONS] jacs document create-agreement Create an agreement structure for a document that requires multiple agent signatures. Usage: jacs document create-agreement [OPTIONS] jacs document sign-agreement Sign the agreement section of a document with the current agent's cryptographic signature. Usage: jacs document sign-agreement [OPTIONS]","breadcrumbs":"CLI Command Reference Ā» Agreement Commands","id":"307","title":"Agreement Commands"},"308":{"body":"","breadcrumbs":"CLI Command Reference Ā» Common Patterns","id":"308","title":"Common Patterns"},"309":{"body":"# 1. Initialize JACS\njacs init # 2. Create document with attachments\njacs document create -f document.json --attach ./files/ --embed true # 3. Verify document integrity\njacs document verify -f created-document.json # 4. Update document if needed\njacs document update -f original.json -n modified.json # 5. Extract embedded files when needed\njacs document extract -f document.json","breadcrumbs":"CLI Command Reference Ā» Basic Document Lifecycle","id":"309","title":"Basic Document Lifecycle"},"31":{"body":"graph TD A[Agent A] -->|Creates Task| T[JACS Task Document] T -->|Contains| S[Digital Signature] T -->|Contains| H[SHA256 Hash] T -->|Contains| M[Metadata] A -->|Sends to| B[Agent B] B -->|Verifies| T B -->|Signs Agreement| AG[Agreement Document] AG -->|Returns to| A Agent A creates a task document with their requirements The document is signed with Agent A's private key A hash is calculated for integrity verification Agent B receives and verifies the signature and hash Agent B can create an agreement to accept the task Both agents have a verifiable record of the interaction","breadcrumbs":"What is JACS? Ā» How JACS Works","id":"31","title":"How JACS Works"},"310":{"body":"# Embed small files for portability\njacs document create -f doc.json --attach ./small-image.png --embed true # Reference large files to save space\njacs document create -f doc.json --attach ./large-video.mp4 --embed false # Attach multiple files from directory\njacs document create -f doc.json --attach ./attachments/ --embed false","breadcrumbs":"CLI Command Reference Ā» Working with Attachments","id":"310","title":"Working with Attachments"},"311":{"body":"# Create with schema validation\njacs document create -f document.json -s schema.json # Verify against specific schema\njacs document verify -f document.json -s schema.json","breadcrumbs":"CLI Command Reference Ā» Schema Validation Workflow","id":"311","title":"Schema Validation Workflow"},"312":{"body":"Most commands support these common options: -h, --help - Show help information -v, --verbose - Enable verbose output for debugging -a - Specify custom agent file (overrides config default)","breadcrumbs":"CLI Command Reference Ā» Global Options","id":"312","title":"Global Options"},"313":{"body":"0 - Success 1 - General error (invalid arguments, file not found, etc.) 2 - Verification failure (hash mismatch, invalid signature, etc.) 3 - Schema validation failure","breadcrumbs":"CLI Command Reference Ā» Exit Codes","id":"313","title":"Exit Codes"},"314":{"body":"JACS_CONFIG_PATH - Override default configuration file location JACS_DATA_DIR - Override default data directory location JACS_AGENT_FILE - Default agent file to use (if not specified with -a)","breadcrumbs":"CLI Command Reference Ā» Environment Variables","id":"314","title":"Environment Variables"},"315":{"body":"","breadcrumbs":"CLI Command Reference Ā» File Formats","id":"315","title":"File Formats"},"316":{"body":"JSON documents - Must be valid JSON format Schema files - JSON Schema format (draft-07 compatible) Agent files - JACS agent format with cryptographic keys Attachments - Any file type (automatically detected MIME type)","breadcrumbs":"CLI Command Reference Ā» Input Files","id":"316","title":"Input Files"},"317":{"body":"JACS documents - JSON format with JACS metadata, signatures, and checksums Extracted files - Original format of embedded attachments","breadcrumbs":"CLI Command Reference Ā» Output Files","id":"317","title":"Output Files"},"318":{"body":"","breadcrumbs":"Configuration Reference Ā» Configuration Reference","id":"318","title":"Configuration Reference"},"319":{"body":"","breadcrumbs":"Configuration Reference Ā» Overview","id":"319","title":"Overview"},"32":{"body":"","breadcrumbs":"What is JACS? Ā» Real-World Examples","id":"32","title":"Real-World Examples"},"320":{"body":"{ \"$schema\": \"https://hai.ai/schemas/jacs.config.schema.json\", \"jacs_use_security\": \"false\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_agent_private_key_filename\": \"jacs.private.pem.enc\", \"jacs_agent_public_key_filename\": \"jacs.public.pem\", \"jacs_agent_key_algorithm\": \"RSA-PSS\", \"jacs_default_storage\": \"fs\", \"observability\": { \"logs\": { \"enabled\": true, \"level\": \"info\", \"destination\": { \"type\": \"file\", \"path\": \"./logs\" }, \"headers\": { \"Authorization\": \"Bearer token\", \"X-API-Key\": \"secret\" } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"prometheus\", \"endpoint\": \"http://localhost:9090/api/v1/write\", \"headers\": { \"Authorization\": \"Basic dXNlcjpwYXNz\" } }, \"export_interval_seconds\": 60, \"headers\": { \"X-Service\": \"jacs\" } }, \"tracing\": { \"enabled\": true, \"sampling\": { \"ratio\": 0.1, \"parent_based\": true, \"rate_limit\": 100 }, \"resource\": { \"service_name\": \"jacs\", \"service_version\": \"0.3.6\", \"environment\": \"production\", \"attributes\": { \"team\": \"platform\", \"region\": \"us-west-2\" } } } }\n}","breadcrumbs":"Configuration Reference Ā» Complete Example Configuration","id":"320","title":"Complete Example Configuration"},"321":{"body":"JACS supports comprehensive observability through configurable logging, metrics, and tracing. All observability features are optional and can be configured in the jacs.config.json file.","breadcrumbs":"Configuration Reference Ā» Observability Configuration","id":"321","title":"Observability Configuration"},"322":{"body":"Controls how JACS generates and outputs log messages. Field Type Required Description enabled boolean Yes Whether logging is enabled level string Yes Minimum log level: trace, debug, info, warn, error destination object Yes Where logs are sent (see destinations below) headers object No Additional headers for remote destinations Log Destinations File Logging { \"type\": \"file\", \"path\": \"./logs\"\n} Writes logs to rotating files in the specified directory. Console Logging (stderr) { \"type\": \"stderr\"\n} Outputs logs to standard error stream. OpenTelemetry Protocol (OTLP) { \"type\": \"otlp\", \"endpoint\": \"http://localhost:4317\", \"headers\": { \"Authorization\": \"Bearer token\" }\n} Sends logs to an OTLP-compatible endpoint (like Jaeger, Grafana Cloud). Null (disabled) { \"type\": \"null\"\n} Discards all log output.","breadcrumbs":"Configuration Reference Ā» Logs Configuration","id":"322","title":"Logs Configuration"},"323":{"body":"Controls collection and export of application metrics. Field Type Required Description enabled boolean Yes Whether metrics collection is enabled destination object Yes Where metrics are exported (see destinations below) export_interval_seconds integer No How often to export metrics (default: 60) headers object No Additional headers for remote destinations Metrics Destinations Prometheus Remote Write { \"type\": \"prometheus\", \"endpoint\": \"http://localhost:9090/api/v1/write\", \"headers\": { \"Authorization\": \"Basic dXNlcjpwYXNz\" }\n} Exports metrics in Prometheus format to a remote write endpoint. OpenTelemetry Protocol (OTLP) { \"type\": \"otlp\", \"endpoint\": \"http://localhost:4317\", \"headers\": { \"Authorization\": \"Bearer token\" }\n} Exports metrics to an OTLP-compatible endpoint. File Export { \"type\": \"file\", \"path\": \"./metrics.txt\"\n} Writes metrics to a local file. Console Output (stdout) { \"type\": \"stdout\"\n} Prints metrics to standard output.","breadcrumbs":"Configuration Reference Ā» Metrics Configuration","id":"323","title":"Metrics Configuration"},"324":{"body":"Controls distributed tracing for request flows. Field Type Required Description enabled boolean Yes Whether tracing is enabled sampling object No Sampling configuration (see below) resource object No Service identification (see below) Sampling Configuration Controls which traces are collected to manage overhead. Field Type Default Description ratio number 1.0 Fraction of traces to sample (0.0-1.0) parent_based boolean true Whether to respect parent trace sampling decisions rate_limit integer none Maximum traces per second Examples: \"ratio\": 1.0 - Sample all traces (100%) \"ratio\": 0.1 - Sample 10% of traces \"ratio\": 0.01 - Sample 1% of traces \"rate_limit\": 10 - Maximum 10 traces per second Resource Configuration Identifies the service in distributed tracing systems. Field Type Required Description service_name string Yes Name of the service service_version string No Version of the service environment string No Environment (dev, staging, prod) attributes object No Custom key-value attributes","breadcrumbs":"Configuration Reference Ā» Tracing Configuration","id":"324","title":"Tracing Configuration"},"325":{"body":"For remote destinations (OTLP, Prometheus), you can specify authentication headers: Bearer Token Authentication: \"headers\": { \"Authorization\": \"Bearer your-token-here\"\n} Basic Authentication: \"headers\": { \"Authorization\": \"Basic dXNlcjpwYXNz\"\n} API Key Authentication: \"headers\": { \"X-API-Key\": \"your-api-key\", \"X-Auth-Token\": \"your-auth-token\"\n}","breadcrumbs":"Configuration Reference Ā» Authentication & Headers","id":"325","title":"Authentication & Headers"},"326":{"body":"","breadcrumbs":"Configuration Reference Ā» Common Patterns","id":"326","title":"Common Patterns"},"327":{"body":"\"observability\": { \"logs\": { \"enabled\": true, \"level\": \"debug\", \"destination\": { \"type\": \"stderr\" } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"stdout\" } }\n}","breadcrumbs":"Configuration Reference Ā» Development Configuration","id":"327","title":"Development Configuration"},"328":{"body":"\"observability\": { \"logs\": { \"enabled\": true, \"level\": \"info\", \"destination\": { \"type\": \"otlp\", \"endpoint\": \"https://logs.example.com:4317\", \"headers\": { \"Authorization\": \"Bearer prod-token\" } } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"prometheus\", \"endpoint\": \"https://metrics.example.com/api/v1/write\" }, \"export_interval_seconds\": 30 }, \"tracing\": { \"enabled\": true, \"sampling\": { \"ratio\": 0.05, \"rate_limit\": 100 }, \"resource\": { \"service_name\": \"jacs\", \"service_version\": \"0.3.6\", \"environment\": \"production\" } }\n}","breadcrumbs":"Configuration Reference Ā» Production Configuration","id":"328","title":"Production Configuration"},"329":{"body":"\"observability\": { \"logs\": { \"enabled\": true, \"level\": \"info\", \"destination\": { \"type\": \"file\", \"path\": \"/var/log/jacs\" } }, \"metrics\": { \"enabled\": true, \"destination\": { \"type\": \"file\", \"path\": \"/var/log/jacs/metrics.txt\" }, \"export_interval_seconds\": 60 }\n}","breadcrumbs":"Configuration Reference Ā» File-based Configuration","id":"329","title":"File-based Configuration"},"33":{"body":"Content Agent ā†’ Research Agent ā†’ Review Agent ā†’ Publishing Agent Each handoff includes signed task documents with clear requirements and deliverables.","breadcrumbs":"What is JACS? Ā» šŸ¤– AI Content Pipeline","id":"33","title":"šŸ¤– AI Content Pipeline"},"330":{"body":"The observability configuration works alongside JACS's core configuration system.","breadcrumbs":"Configuration Reference Ā» Environment Variable Integration","id":"330","title":"Environment Variable Integration"},"331":{"body":"Only one environment variable is truly required: JACS_PRIVATE_KEY_PASSWORD - Password for encrypting/decrypting private keys (required for cryptographic operations)","breadcrumbs":"Configuration Reference Ā» Required Environment Variable","id":"331","title":"Required Environment Variable"},"332":{"body":"All other JACS settings are configuration file fields that have sensible defaults: jacs_data_directory - Where agent/document data is stored (default: ./jacs_data) jacs_key_directory - Where cryptographic keys are stored (default: ./jacs_keys) jacs_agent_key_algorithm - Cryptographic algorithm to use (default: RSA-PSS) jacs_default_storage - Storage backend (default: fs) jacs_use_security - Enable security features (default: false) These can be overridden by environment variables if needed, but they are primarily configured through the jacs.config.json file. The observability configuration is completely optional - JACS will work without any observability configuration.","breadcrumbs":"Configuration Reference Ā» Configuration-Based Settings","id":"332","title":"Configuration-Based Settings"},"333":{"body":"The jacs_default_storage field determines where JACS stores agent data, documents, and keys. This is a critical configuration that affects how your data is persisted and accessed.","breadcrumbs":"Configuration Reference Ā» Storage Configuration","id":"333","title":"Storage Configuration"},"334":{"body":"Backend Value Description Use Case Filesystem \"fs\" Local file system storage Development, single-node deployments AWS S3 \"aws\" Amazon S3 object storage Production, cloud deployments HAI Remote \"hai\" HAI.ai remote storage service HAI.ai platform integration Memory \"memory\" In-memory storage (non-persistent) Testing, temporary data Web Local \"local\" Browser local storage (WASM only) Web applications","breadcrumbs":"Configuration Reference Ā» Available Storage Backends","id":"334","title":"Available Storage Backends"},"335":{"body":"Filesystem Storage (\"fs\") { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\"\n} Requirements: None - works out of the box Data location: Local directories as specified in config Best for: Development, local testing, single-machine deployments AWS S3 Storage (\"aws\") { \"jacs_default_storage\": \"aws\"\n} Required Environment Variables: JACS_ENABLE_AWS_BUCKET_NAME - S3 bucket name AWS_ACCESS_KEY_ID - AWS access key AWS_SECRET_ACCESS_KEY - AWS secret key AWS_REGION - AWS region (optional, defaults to us-east-1) Best for: Production deployments, distributed systems, cloud-native applications HAI Remote Storage (\"hai\") { \"jacs_default_storage\": \"hai\"\n} Required Environment Variables: HAI_STORAGE_URL - HAI.ai storage service endpoint Best for: Integration with HAI.ai platform services Memory Storage (\"memory\") { \"jacs_default_storage\": \"memory\"\n} Requirements: None Data persistence: None - data is lost when application stops Best for: Unit testing, temporary operations, development scenarios","breadcrumbs":"Configuration Reference Ā» Backend-Specific Configuration","id":"335","title":"Backend-Specific Configuration"},"336":{"body":"Agent data (agent definitions, signatures) are stored using the configured backend Documents are stored using the configured backend Cryptographic keys are stored using the configured backend Observability data (logs, metrics) can use separate storage via observability configuration","breadcrumbs":"Configuration Reference Ā» Storage Behavior","id":"336","title":"Storage Behavior"},"337":{"body":"Development Setup (Filesystem) { \"jacs_default_storage\": \"fs\", \"jacs_data_directory\": \"./dev_data\", \"jacs_key_directory\": \"./dev_keys\"\n} Production Setup (AWS S3) { \"jacs_default_storage\": \"aws\"\n} With environment variables: export JACS_ENABLE_AWS_BUCKET_NAME=\"my-jacs-production-bucket\"\nexport AWS_ACCESS_KEY_ID=\"AKIA...\"\nexport AWS_SECRET_ACCESS_KEY=\"...\"\nexport AWS_REGION=\"us-west-2\" HAI Platform Integration { \"jacs_default_storage\": \"hai\"\n} With environment variable: export HAI_STORAGE_URL=\"https://storage.hai.ai/v1\"","breadcrumbs":"Configuration Reference Ā» Configuration Examples","id":"337","title":"Configuration Examples"},"338":{"body":"AWS S3 : Ensure proper IAM permissions for bucket access HAI Remote : Secure the HAI_STORAGE_URL endpoint and any required authentication Filesystem : Ensure proper file system permissions for data and key directories Keys : Regardless of storage backend, always set JACS_PRIVATE_KEY_PASSWORD for key encryption","breadcrumbs":"Configuration Reference Ā» Security Considerations","id":"338","title":"Security Considerations"},"339":{"body":"When changing storage backends, you'll need to: Export existing data from the current backend Update the jacs_default_storage configuration Set any required environment variables for the new backend Import data into the new backend JACS doesn't automatically migrate data between storage backends - this must be done manually or via custom scripts.","breadcrumbs":"Configuration Reference Ā» Migration Between Storage Backends","id":"339","title":"Migration Between Storage Backends"},"34":{"body":"Data Ingestion Agent ā†’ Processing Agent ā†’ Validation Agent ā†’ Storage Agent Each step is tracked with verifiable completion certificates and quality metrics.","breadcrumbs":"What is JACS? Ā» šŸ“Š Data Processing Workflow","id":"34","title":"šŸ“Š Data Processing Workflow"},"340":{"body":"","breadcrumbs":"Error Codes Ā» Error Codes","id":"340","title":"Error Codes"},"341":{"body":"","breadcrumbs":"Migration Guide Ā» Migration Guide","id":"341","title":"Migration Guide"},"35":{"body":"Query Agent ā†’ Research Agent ā†’ Analysis Agent ā†’ Reporting Agent Complex analysis tasks are broken down with clear accountability for each step.","breadcrumbs":"What is JACS? Ā» šŸ” Multi-Agent Analysis","id":"35","title":"šŸ” Multi-Agent Analysis"},"36":{"body":"Feature JACS Traditional APIs General Signing Agent Identity āœ… Built-in āŒ Custom implementation āŒ Not agent-focused Task Management āœ… Native support āŒ Application-specific āŒ Not applicable Multi-Party Agreements āœ… Core feature āŒ Complex to implement āš ļø Possible but difficult Audit Trails āœ… Automatic āŒ Manual logging āš ļø Basic signing only Schema Validation āœ… JSON Schema āŒ Custom validation āŒ No structure Versioning āœ… Built-in āŒ Manual versioning āŒ Not supported Cross-Platform āœ… JSON everywhere āš ļø Protocol dependent āš ļø Format dependent","breadcrumbs":"What is JACS? Ā» Benefits Over Alternatives","id":"36","title":"Benefits Over Alternatives"},"37":{"body":"āœ… Perfect for: Multi-agent AI systems Task delegation and tracking Audit trail requirements Cross-organization AI collaboration Compliance-critical AI applications Research environments with multiple AI models āš ļø Consider alternatives for: Simple single-agent systems Real-time streaming data High-frequency micro-transactions Systems where trust is not a concern","breadcrumbs":"What is JACS? Ā» When to Use JACS","id":"37","title":"When to Use JACS"},"38":{"body":"Ready to dive deeper? Continue with: Core Concepts - Learn about agents, documents, and agreements Quick Start - Get hands-on experience Implementation guides for Rust , Node.js , or Python","breadcrumbs":"What is JACS? Ā» Next Steps","id":"38","title":"Next Steps"},"39":{"body":"Understanding JACS requires familiarity with several key concepts that work together to create a secure, verifiable communication framework for AI agents.","breadcrumbs":"Core Concepts Ā» Core Concepts","id":"39","title":"Core Concepts"},"4":{"body":"Performance : Fastest implementation with native performance CLI Tool : Complete command-line interface for agent and document management Library : Full-featured Rust library for embedded applications Observability : Advanced logging and metrics with OpenTelemetry support","breadcrumbs":"Introduction Ā» šŸ¦€ Rust (Core Library + CLI)","id":"4","title":"šŸ¦€ Rust (Core Library + CLI)"},"40":{"body":"An Agent is the fundamental entity in JACS - an autonomous participant that can create, sign, and verify documents.","breadcrumbs":"Core Concepts Ā» Agents","id":"40","title":"Agents"},"41":{"body":"{ \"jacsId\": \"550e8400-e29b-41d4-a716-446655440000\", \"jacsVersion\": \"123e4567-e89b-12d3-a456-426614174000\", \"jacsType\": \"agent\", \"name\": \"Content Creation Agent\", \"description\": \"Specialized in creating marketing content\"\n} Key Properties: jacsId : Permanent UUID identifying the agent jacsVersion : UUID that changes with each update Cryptographic Keys : Ed25519, RSA, or post-quantum key pairs Services : Capabilities the agent offers Contacts : How to reach the agent","breadcrumbs":"Core Concepts Ā» Agent Identity","id":"41","title":"Agent Identity"},"42":{"body":"Creation : Generate keys and initial agent document Registration : Store public keys for verification Operation : Create and sign documents Updates : Version changes while maintaining identity Verification : Other agents validate signatures","breadcrumbs":"Core Concepts Ā» Agent Lifecycle","id":"42","title":"Agent Lifecycle"},"43":{"body":"A Document is any JSON object that follows JACS conventions for identity, versioning, and cryptographic integrity.","breadcrumbs":"Core Concepts Ā» Documents","id":"43","title":"Documents"},"44":{"body":"{ \"jacsId\": \"doc-uuid-here\", \"jacsVersion\": \"version-uuid-here\", \"jacsType\": \"task\", \"jacsVersionDate\": \"2024-01-15T10:30:00Z\", \"jacsPreviousVersion\": \"previous-version-uuid\", \"title\": \"Analyze Q4 Sales Data\", \"description\": \"Generate insights from sales data\", \"jacsSha256\": \"hash-of-document-content\", \"jacsSignature\": { \"agentID\": \"agent-uuid\", \"agentVersion\": \"agent-version-uuid\", \"signature\": \"base64-signature\", \"signingAlgorithm\": \"Ed25519\", \"publicKeyHash\": \"hash-of-public-key\", \"date\": \"2024-01-15T10:30:00Z\", \"fields\": [\"jacsId\", \"title\", \"description\"] }\n}","breadcrumbs":"Core Concepts Ā» Document Structure","id":"44","title":"Document Structure"},"45":{"body":"Field Purpose Example jacsId Permanent document identifier UUID v4 jacsVersion Version identifier (changes on update) UUID v4 jacsType Document type \"agent\", \"task\", \"message\" jacsVersionDate When this version was created RFC 3339 timestamp jacsPreviousVersion Previous version UUID UUID v4 or null jacsSha256 Hash of document content SHA-256 hex string jacsSignature Cryptographic signature Signature object","breadcrumbs":"Core Concepts Ā» Required JACS Fields","id":"45","title":"Required JACS Fields"},"46":{"body":"Agent Documents Define agent identity and capabilities Contain service definitions and contact information Self-signed by the agent Task Documents Describe work to be performed Include success/failure criteria Can be delegated between agents Message Documents General communication between agents Can include attachments and metadata Support threaded conversations Agreement Documents Multi-party consent mechanisms Track required and actual signatures Enforce completion before proceeding","breadcrumbs":"Core Concepts Ā» Document Types","id":"46","title":"Document Types"},"47":{"body":"Tasks represent work that can be delegated, tracked, and verified between agents.","breadcrumbs":"Core Concepts Ā» Tasks","id":"47","title":"Tasks"},"48":{"body":"{ \"jacsType\": \"task\", \"title\": \"Generate Marketing Copy\", \"description\": \"Create compelling copy for product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Research competitors\", \"description\": \"Analyze competitor messaging\", \"success\": \"Complete competitive analysis report\", \"failure\": \"Unable to access competitor data\" } ], \"jacsTaskCustomer\": { \"agentID\": \"customer-agent-uuid\", \"signature\": \"customer-signature\" }\n}","breadcrumbs":"Core Concepts Ā» Task Structure","id":"48","title":"Task Structure"},"49":{"body":"Creation : Customer agent creates task with requirements Delegation : Task sent to service provider agent Agreement : Provider signs agreement to accept task Execution : Provider performs the work Completion : Provider creates completion document Verification : Customer verifies and accepts results","breadcrumbs":"Core Concepts Ā» Task Lifecycle","id":"49","title":"Task Lifecycle"},"5":{"body":"Web Integration : Perfect for web servers and Express.js applications MCP Support : Native Model Context Protocol integration HTTP Server : Built-in HTTP server capabilities NPM Package : Easy installation and integration","breadcrumbs":"Introduction Ā» šŸŸ¢ Node.js (jacsnpm)","id":"5","title":"šŸŸ¢ Node.js (jacsnpm)"},"50":{"body":"Actions : Individual steps within a task id : Unique identifier within the task name : Human-readable action name description : Detailed requirements success : Definition of successful completion failure : What constitutes failure Services : Required capabilities type : Service category requirements : Specific needs constraints : Limitations or restrictions","breadcrumbs":"Core Concepts Ā» Task Components","id":"50","title":"Task Components"},"51":{"body":"Agreements enable multi-party consent and coordination between agents.","breadcrumbs":"Core Concepts Ā» Agreements","id":"51","title":"Agreements"},"52":{"body":"{ \"jacsType\": \"agreement\", \"title\": \"Task Acceptance Agreement\", \"question\": \"Do you agree to complete the marketing copy task?\", \"context\": \"Task ID: abc123, Deadline: 2024-01-20\", \"agents\": [ \"agent-1-uuid\", \"agent-2-uuid\", \"agent-3-uuid\" ], \"jacsAgreement\": { \"agent-1-uuid\": { \"agentID\": \"agent-1-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T10:30:00Z\" }, \"agent-2-uuid\": { \"agentID\": \"agent-2-uuid\", \"signature\": \"base64-signature\", \"date\": \"2024-01-15T11:15:00Z\" } // agent-3-uuid has not signed yet }, \"jacsAgreementHash\": \"hash-of-agreement-content\"\n}","breadcrumbs":"Core Concepts Ā» Agreement Structure","id":"52","title":"Agreement Structure"},"53":{"body":"Creation : Initial agent creates agreement with required participants Distribution : Agreement sent to all required agents Review : Each agent reviews terms and conditions Signing : Agents add their signatures if they consent Completion : Agreement becomes binding when all parties have signed Verification : Any party can verify all signatures","breadcrumbs":"Core Concepts Ā» Agreement Process","id":"53","title":"Agreement Process"},"54":{"body":"Task Agreements : Consent to perform specific work Service Agreements : Long-term service provision contracts Data Sharing Agreements : Permission to access or use data Update Agreements : Consent to system or process changes","breadcrumbs":"Core Concepts Ā» Agreement Types","id":"54","title":"Agreement Types"},"55":{"body":"JACS uses industry-standard cryptographic primitives for security.","breadcrumbs":"Core Concepts Ā» Cryptographic Security","id":"55","title":"Cryptographic Security"},"56":{"body":"Current Standards Ed25519 : Fast elliptic curve signatures (recommended) RSA-PSS : Traditional RSA with probabilistic signature scheme Post-Quantum Dilithium : NIST-standardized post-quantum signatures Falcon : Alternative post-quantum option","breadcrumbs":"Core Concepts Ā» Supported Algorithms","id":"56","title":"Supported Algorithms"},"57":{"body":"Content Extraction : Specific fields are extracted for signing Canonicalization : Fields are sorted and formatted consistently Hashing : SHA-256 hash of the canonical content Signing : Private key signs the hash Verification : Public key verifies the signature","breadcrumbs":"Core Concepts Ā» Signature Process","id":"57","title":"Signature Process"},"58":{"body":"Agent Keys : Each agent has a unique key pair Public Key Distribution : Public keys shared through secure channels Key Rotation : Agents can update keys while maintaining identity Key Verification : Public key hashes ensure integrity","breadcrumbs":"Core Concepts Ā» Key Management","id":"58","title":"Key Management"},"59":{"body":"JACS provides comprehensive versioning for tracking document evolution.","breadcrumbs":"Core Concepts Ā» Versioning and Audit Trails","id":"59","title":"Versioning and Audit Trails"},"6":{"body":"AI/ML Integration : Ideal for AI and machine learning workflows FastMCP : Advanced MCP server implementations PyPI Package : Simple pip install integration Data Science : Perfect for Jupyter notebooks and data pipelines","breadcrumbs":"Introduction Ā» šŸ Python (jacspy)","id":"6","title":"šŸ Python (jacspy)"},"60":{"body":"Immutable IDs : jacsId never changes for a document Version IDs : jacsVersion changes with each update Previous Versions : jacsPreviousVersion creates a chain Timestamps : jacsVersionDate provides chronological order","breadcrumbs":"Core Concepts Ā» Version Management","id":"60","title":"Version Management"},"61":{"body":"Complete History : Track all changes to any document Attribution : Know exactly who made each change Verification : Cryptographic proof of authenticity Compliance : Meet regulatory audit requirements","breadcrumbs":"Core Concepts Ā» Audit Trail Benefits","id":"61","title":"Audit Trail Benefits"},"62":{"body":"JACS documents are designed to be storage and transport agnostic.","breadcrumbs":"Core Concepts Ā» Storage and Transport","id":"62","title":"Storage and Transport"},"63":{"body":"File System : Simple JSON files Databases : Store as JSON/JSONB fields Object Storage : S3, Azure Blob, Google Cloud Storage Version Control : Git repositories for change tracking","breadcrumbs":"Core Concepts Ā» Storage Options","id":"63","title":"Storage Options"},"64":{"body":"HTTP APIs : RESTful or GraphQL endpoints Message Queues : RabbitMQ, Kafka, SQS Email : Documents as attachments Direct Transfer : USB drives, file sharing","breadcrumbs":"Core Concepts Ā» Transport Mechanisms","id":"64","title":"Transport Mechanisms"},"65":{"body":"JSON : Universal compatibility across all systems Schema Validation : Ensures consistent structure Self-Contained : All necessary information in the document Human Readable : Can be inspected and debugged easily","breadcrumbs":"Core Concepts Ā» Format Compatibility","id":"65","title":"Format Compatibility"},"66":{"body":"Now that you understand the core concepts: Quick Start - Try JACS hands-on Choose Implementation : Rust CLI for command-line usage Node.js for web applications Python for AI/ML workflows Examples - See real-world usage patterns","breadcrumbs":"Core Concepts Ā» Next Steps","id":"66","title":"Next Steps"},"67":{"body":"This guide will get you up and running with JACS in under 10 minutes. We'll create an agent, generate a task, and demonstrate the core workflow across all three implementations.","breadcrumbs":"Quick Start Ā» Quick Start Guide","id":"67","title":"Quick Start Guide"},"68":{"body":"Select the implementation that best fits your needs: šŸ¦€ Rust CLI","breadcrumbs":"Quick Start Ā» Choose Your Implementation","id":"68","title":"Choose Your Implementation"},"69":{"body":"# Install from crates.io\ncargo install jacs # Or build from source\ngit clone https://github.com/HumanAssisted/JACS\ncd JACS/jacs\ncargo install --path . --features=\"cli\"","breadcrumbs":"Quick Start Ā» Install Rust CLI","id":"69","title":"Install Rust CLI"},"7":{"body":"Choose your implementation and get started in minutes:","breadcrumbs":"Introduction Ā» Quick Start","id":"7","title":"Quick Start"},"70":{"body":"# Create configuration and agent in one step\njacs init # This creates:\n# - ~/.jacs/config.json\n# - Agent keys and documents\n# - Basic directory structure","breadcrumbs":"Quick Start Ā» Initialize JACS","id":"70","title":"Initialize JACS"},"71":{"body":"# Create a specialized agent\njacs agent create --type \"Content Creator\" --name \"ContentBot\" # View your agent\njacs agent show","breadcrumbs":"Quick Start Ā» Create Your First Agent","id":"71","title":"Create Your First Agent"},"72":{"body":"# Create a task document\njacs task create \\ --title \"Write Product Description\" \\ --description \"Create compelling copy for new product launch\" \\ --success \"Engaging 200-word description completed\" # The task is automatically signed by your agent šŸŸ¢ Node.js","breadcrumbs":"Quick Start Ā» Create and Sign a Task","id":"72","title":"Create and Sign a Task"},"73":{"body":"npm install jacsnpm","breadcrumbs":"Quick Start Ā» Install Node.js Package","id":"73","title":"Install Node.js Package"},"74":{"body":"import { JacsAgent, JacsConfig } from 'jacsnpm';\nimport fs from 'fs'; // Create configuration\nconst config = { jacs_agent_id_and_version: null, jacs_data_directory: \"./jacs_data\", jacs_key_directory: \"./jacs_keys\", jacs_default_storage: \"fs\", jacs_agent_key_algorithm: \"Ed25519\"\n}; // Save config\nfs.writeFileSync('./jacs.config.json', JSON.stringify(config, null, 2)); // Create agent\nconst agent = new JacsAgent('./jacs.config.json');","breadcrumbs":"Quick Start Ā» Basic Setup","id":"74","title":"Basic Setup"},"75":{"body":"// Create agent with services\nconst agentData = { name: \"Content Creator Bot\", description: \"AI agent specialized in content creation\", services: [ { type: \"content_generation\", name: \"Product Description Writer\", description: \"Creates compelling product descriptions\", success: \"Engaging copy that converts visitors\", failure: \"Generic or low-quality content\" } ]\n}; // Generate keys and create agent\nawait agent.generateKeys();\nconst agentDoc = await agent.createAgent(agentData);\nconsole.log('Agent created:', agentDoc.jacsId);","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"75","title":"Create Agent Document"},"76":{"body":"// Create task document\nconst task = { title: \"Write Product Description\", description: \"Create compelling copy for new product launch\", actions: [ { id: \"research\", name: \"Product Research\", description: \"Analyze product features and benefits\", success: \"Complete understanding of product value\", failure: \"Insufficient product knowledge\" }, { id: \"write\", name: \"Write Copy\", description: \"Create engaging product description\", success: \"200-word compelling description\", failure: \"Generic or unconvincing copy\" } ]\n}; // Sign and create task\nconst signedTask = await agent.createTask(task);\nconsole.log('Task created:', signedTask.jacsId); šŸ Python","breadcrumbs":"Quick Start Ā» Create a Task","id":"76","title":"Create a Task"},"77":{"body":"pip install jacs","breadcrumbs":"Quick Start Ā» Install Python Package","id":"77","title":"Install Python Package"},"78":{"body":"import jacs\nimport json\nimport os # Create configuration\nconfig = { \"jacs_agent_id_and_version\": None, \"jacs_data_directory\": \"./jacs_data\", \"jacs_key_directory\": \"./jacs_keys\", \"jacs_default_storage\": \"fs\", \"jacs_agent_key_algorithm\": \"Ed25519\"\n} # Ensure directories exist\nos.makedirs(\"./jacs_data\", exist_ok=True)\nos.makedirs(\"./jacs_keys\", exist_ok=True) # Save config\nwith open('jacs.config.json', 'w') as f: json.dump(config, f, indent=2) # Create agent\nagent = jacs.Agent(\"./jacs.config.json\")","breadcrumbs":"Quick Start Ā» Basic Setup","id":"78","title":"Basic Setup"},"79":{"body":"# Define agent capabilities\nagent_data = { \"name\": \"Content Creator Bot\", \"description\": \"AI agent specialized in content creation\", \"services\": [ { \"type\": \"content_generation\", \"name\": \"Product Description Writer\", \"description\": \"Creates compelling product descriptions\", \"success\": \"Engaging copy that converts visitors\", \"failure\": \"Generic or low-quality content\" } ]\n} # Generate keys and create agent\nagent.generate_keys()\nagent_doc = agent.create_agent(agent_data)\nprint(f'Agent created: {agent_doc[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create Agent Document","id":"79","title":"Create Agent Document"},"8":{"body":"cargo install jacs\njacs init # Create config and agent\njacs agent create --type \"MyAgent\"","breadcrumbs":"Introduction Ā» Rust CLI","id":"8","title":"Rust CLI"},"80":{"body":"# Define task\ntask = { \"title\": \"Write Product Description\", \"description\": \"Create compelling copy for new product launch\", \"actions\": [ { \"id\": \"research\", \"name\": \"Product Research\", \"description\": \"Analyze product features and benefits\", \"success\": \"Complete understanding of product value\", \"failure\": \"Insufficient product knowledge\" }, { \"id\": \"write\", \"name\": \"Write Copy\", \"description\": \"Create engaging product description\", \"success\": \"200-word compelling description\", \"failure\": \"Generic or unconvincing copy\" } ]\n} # Sign and create task\nsigned_task = agent.create_task(task)\nprint(f'Task created: {signed_task[\"jacsId\"]}')","breadcrumbs":"Quick Start Ā» Create a Task","id":"80","title":"Create a Task"},"81":{"body":"When you completed the quick start, several important things occurred:","breadcrumbs":"Quick Start Ā» Understanding What Happened","id":"81","title":"Understanding What Happened"},"82":{"body":"A unique identity (UUID) was generated for your agent Cryptographic key pair was created for signing Agent document was created and self-signed Public key was stored for verification","breadcrumbs":"Quick Start Ā» 1. Agent Creation","id":"82","title":"1. Agent Creation"},"83":{"body":"Storage directories were configured Cryptographic algorithm was selected Agent identity was linked to configuration","breadcrumbs":"Quick Start Ā» 2. Configuration Setup","id":"83","title":"2. Configuration Setup"},"84":{"body":"Task document was structured according to JACS schema Document was signed with your agent's private key SHA-256 hash was calculated for integrity Signature metadata was embedded in the document","breadcrumbs":"Quick Start Ā» 3. Task Creation","id":"84","title":"3. Task Creation"},"85":{"body":"Let's verify that the documents are properly signed and can be validated: šŸ¦€ Rust # Verify agent signature\njacs agent verify # List all documents\njacs document list # Verify specific task\njacs document verify --file ./jacs_data/tasks/[task-id].json # Show task details\njacs task show --id [task-id] šŸŸ¢ Node.js // Verify agent signature\nconst isValid = await agent.verifyAgent();\nconsole.log('Agent signature valid:', isValid); // List all documents\nconst documents = await agent.listDocuments();\nconsole.log('Documents:', documents.length); // Verify task signature\nconst taskValid = await agent.verifyDocument(signedTask);\nconsole.log('Task signature valid:', taskValid); // Get document details\nconst taskDetails = await agent.getDocument(signedTask.jacsId);\nconsole.log('Task details:', taskDetails); šŸ Python # Verify agent signature\nis_valid = agent.verify_agent()\nprint(f'Agent signature valid: {is_valid}') # List all documents\ndocuments = agent.list_documents()\nprint(f'Documents: {len(documents)}') # Verify task signature task_valid = agent.verify_document(signed_task)\nprint(f'Task signature valid: {task_valid}') # Get document details\ntask_details = agent.get_document(signed_task[\"jacsId\"])\nprint(f'Task details: {task_details}')","breadcrumbs":"Quick Start Ā» Verify Everything Works","id":"85","title":"Verify Everything Works"},"86":{"body":"Now let's create a second agent and demonstrate inter-agent communication: šŸ¦€ Rust # Create a second agent configuration\ncp jacs.config.json reviewer.config.json # Create reviewer agent\njacs agent create --config reviewer.config.json \\ --type \"Content Reviewer\" --name \"ReviewBot\" # Create an agreement for the task\njacs agreement create \\ --task-id [task-id] \\ --agents [agent-1-id] [agent-2-id] \\ --question \"Do you agree to collaborate on this content task?\" # Sign the agreement as first agent\njacs agreement sign --agreement-id [agreement-id] # Sign as second agent (switch config)\njacs agreement sign --config reviewer.config.json \\ --agreement-id [agreement-id] # Verify agreement is complete\njacs agreement verify --agreement-id [agreement-id] šŸŸ¢ Node.js // Create second agent\nconst reviewerConfig = { ...config };\nreviewerConfig.jacs_agent_id_and_version = null; const reviewer = new JacsAgent(reviewerConfig);\nawait reviewer.generateKeys(); const reviewerDoc = await reviewer.createAgent({ name: \"Content Reviewer Bot\", description: \"AI agent specialized in content review\"\n}); // Create agreement between agents\nconst agreement = { title: \"Content Collaboration Agreement\", question: \"Do you agree to collaborate on this content task?\", context: `Task: ${signedTask.jacsId}`, agents: [agentDoc.jacsId, reviewerDoc.jacsId]\n}; const signedAgreement = await agent.createAgreement(agreement); // Both agents sign the agreement\nawait agent.signAgreement(signedAgreement.jacsId);\nawait reviewer.signAgreement(signedAgreement.jacsId); // Verify all signatures\nconst agreementValid = await agent.verifyAgreement(signedAgreement.jacsId);\nconsole.log('Agreement complete:', agreementValid); šŸ Python # Create second agent\nreviewer_config = config.copy()\nreviewer_config[\"jacs_agent_id_and_version\"] = None reviewer = jacs.Agent(reviewer_config)\nreviewer.generate_keys() reviewer_doc = reviewer.create_agent({ \"name\": \"Content Reviewer Bot\", \"description\": \"AI agent specialized in content review\"\n}) # Create agreement between agents\nagreement = { \"title\": \"Content Collaboration Agreement\", \"question\": \"Do you agree to collaborate on this content task?\", \"context\": f\"Task: {signed_task['jacsId']}\", \"agents\": [agent_doc[\"jacsId\"], reviewer_doc[\"jacsId\"]]\n} signed_agreement = agent.create_agreement(agreement) # Both agents sign the agreement\nagent.sign_agreement(signed_agreement[\"jacsId\"])\nreviewer.sign_agreement(signed_agreement[\"jacsId\"]) # Verify all signatures\nagreement_valid = agent.verify_agreement(signed_agreement[\"jacsId\"])\nprint(f'Agreement complete: {agreement_valid}')","breadcrumbs":"Quick Start Ā» Next Steps: Multi-Agent Workflow","id":"86","title":"Next Steps: Multi-Agent Workflow"},"87":{"body":"Congratulations! You've successfully: āœ… Created JACS agents with cryptographic identities āœ… Generated and signed documents with verifiable integrity āœ… Established multi-agent agreements with cryptographic consent āœ… Verified signatures and document authenticity āœ… Created an audit trail of all interactions","breadcrumbs":"Quick Start Ā» What You've Accomplished","id":"87","title":"What You've Accomplished"},"88":{"body":"Everything is verifiable : All documents have cryptographic signatures Agents are autonomous : Each has its own identity and keys Agreements enable trust : Multi-party consent before proceeding Audit trails are automatic : Complete history of all interactions JSON is universal : Documents work everywhere","breadcrumbs":"Quick Start Ā» Key Takeaways","id":"88","title":"Key Takeaways"},"89":{"body":"Now that you have the basics working: Rust Deep Dive - Learn the full Rust API Node.js Integration - Add MCP support Python FastMCP - Build MCP servers Production Setup - Add monitoring and logging Real Examples - See production patterns","breadcrumbs":"Quick Start Ā» Where to Go Next","id":"89","title":"Where to Go Next"},"9":{"body":"npm install jacsnpm import { JacsAgent } from 'jacsnpm';\nconst agent = new JacsAgent('./config.json');","breadcrumbs":"Introduction Ā» Node.js","id":"9","title":"Node.js"},"90":{"body":"Agent creation fails : Check that the data and key directories exist and are writable Signature verification fails : Ensure public keys are properly stored and accessible Agreement signing fails : Verify all agent IDs are correct and agents exist Documents not found : Check the data directory configuration Need help? 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\ No newline at end of file diff --git a/jacs/docs/jacsbook/src/reference/configuration.md b/jacs/docs/jacsbook/src/reference/configuration.md index af6975dc4..76c12576a 100644 --- a/jacs/docs/jacsbook/src/reference/configuration.md +++ b/jacs/docs/jacsbook/src/reference/configuration.md @@ -1 +1,464 @@ # Configuration Reference + +## Overview + +## Complete Example Configuration + +```json +{ + "$schema": "https://hai.ai/schemas/jacs.config.schema.json", + "jacs_use_security": "false", + "jacs_data_directory": "./jacs_data", + "jacs_key_directory": "./jacs_keys", + "jacs_agent_private_key_filename": "jacs.private.pem.enc", + "jacs_agent_public_key_filename": "jacs.public.pem", + "jacs_agent_key_algorithm": "RSA-PSS", + "jacs_default_storage": "fs", + "observability": { + "logs": { + "enabled": true, + "level": "info", + "destination": { + "type": "file", + "path": "./logs" + }, + "headers": { + "Authorization": "Bearer token", + "X-API-Key": "secret" + } + }, + "metrics": { + "enabled": true, + "destination": { + "type": "prometheus", + "endpoint": "http://localhost:9090/api/v1/write", + "headers": { + "Authorization": "Basic dXNlcjpwYXNz" + } + }, + "export_interval_seconds": 60, + "headers": { + "X-Service": "jacs" + } + }, + "tracing": { + "enabled": true, + "sampling": { + "ratio": 0.1, + "parent_based": true, + "rate_limit": 100 + }, + "resource": { + "service_name": "jacs", + "service_version": "0.3.6", + "environment": "production", + "attributes": { + "team": "platform", + "region": "us-west-2" + } + } + } + } +} +``` + +## Observability Configuration + +JACS supports comprehensive observability through configurable logging, metrics, and tracing. All observability features are optional and can be configured in the `jacs.config.json` file. + +### Logs Configuration + +Controls how JACS generates and outputs log messages. + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `enabled` | boolean | Yes | Whether logging is enabled | +| `level` | string | Yes | Minimum log level: `trace`, `debug`, `info`, `warn`, `error` | +| `destination` | object | Yes | Where logs are sent (see destinations below) | +| `headers` | object | No | Additional headers for remote destinations | + +#### Log Destinations + +**File Logging** +```json +{ + "type": "file", + "path": "./logs" +} +``` +Writes logs to rotating files in the specified directory. + +**Console Logging (stderr)** +```json +{ + "type": "stderr" +} +``` +Outputs logs to standard error stream. + +**OpenTelemetry Protocol (OTLP)** +```json +{ + "type": "otlp", + "endpoint": "http://localhost:4317", + "headers": { + "Authorization": "Bearer token" + } +} +``` +Sends logs to an OTLP-compatible endpoint (like Jaeger, Grafana Cloud). + +**Null (disabled)** +```json +{ + "type": "null" +} +``` +Discards all log output. + +### Metrics Configuration + +Controls collection and export of application metrics. + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `enabled` | boolean | Yes | Whether metrics collection is enabled | +| `destination` | object | Yes | Where metrics are exported (see destinations below) | +| `export_interval_seconds` | integer | No | How often to export metrics (default: 60) | +| `headers` | object | No | Additional headers for remote destinations | + +#### Metrics Destinations + +**Prometheus Remote Write** +```json +{ + "type": "prometheus", + "endpoint": "http://localhost:9090/api/v1/write", + "headers": { + "Authorization": "Basic dXNlcjpwYXNz" + } +} +``` +Exports metrics in Prometheus format to a remote write endpoint. + +**OpenTelemetry Protocol (OTLP)** +```json +{ + "type": "otlp", + "endpoint": "http://localhost:4317", + "headers": { + "Authorization": "Bearer token" + } +} +``` +Exports metrics to an OTLP-compatible endpoint. + +**File Export** +```json +{ + "type": "file", + "path": "./metrics.txt" +} +``` +Writes metrics to a local file. + +**Console Output (stdout)** +```json +{ + "type": "stdout" +} +``` +Prints metrics to standard output. + +### Tracing Configuration + +Controls distributed tracing for request flows. + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `enabled` | boolean | Yes | Whether tracing is enabled | +| `sampling` | object | No | Sampling configuration (see below) | +| `resource` | object | No | Service identification (see below) | + +#### Sampling Configuration + +Controls which traces are collected to manage overhead. + +| Field | Type | Default | Description | +|-------|------|---------|-------------| +| `ratio` | number | 1.0 | Fraction of traces to sample (0.0-1.0) | +| `parent_based` | boolean | true | Whether to respect parent trace sampling decisions | +| `rate_limit` | integer | none | Maximum traces per second | + +**Examples:** +- `"ratio": 1.0` - Sample all traces (100%) +- `"ratio": 0.1` - Sample 10% of traces +- `"ratio": 0.01` - Sample 1% of traces +- `"rate_limit": 10` - Maximum 10 traces per second + +#### Resource Configuration + +Identifies the service in distributed tracing systems. + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `service_name` | string | Yes | Name of the service | +| `service_version` | string | No | Version of the service | +| `environment` | string | No | Environment (dev, staging, prod) | +| `attributes` | object | No | Custom key-value attributes | + +## Authentication & Headers + +For remote destinations (OTLP, Prometheus), you can specify authentication headers: + +**Bearer Token Authentication:** +```json +"headers": { + "Authorization": "Bearer your-token-here" +} +``` + +**Basic Authentication:** +```json +"headers": { + "Authorization": "Basic dXNlcjpwYXNz" +} +``` + +**API Key Authentication:** +```json +"headers": { + "X-API-Key": "your-api-key", + "X-Auth-Token": "your-auth-token" +} +``` + +## Common Patterns + +### Development Configuration +```json +"observability": { + "logs": { + "enabled": true, + "level": "debug", + "destination": { "type": "stderr" } + }, + "metrics": { + "enabled": true, + "destination": { "type": "stdout" } + } +} +``` + +### Production Configuration +```json +"observability": { + "logs": { + "enabled": true, + "level": "info", + "destination": { + "type": "otlp", + "endpoint": "https://logs.example.com:4317", + "headers": { + "Authorization": "Bearer prod-token" + } + } + }, + "metrics": { + "enabled": true, + "destination": { + "type": "prometheus", + "endpoint": "https://metrics.example.com/api/v1/write" + }, + "export_interval_seconds": 30 + }, + "tracing": { + "enabled": true, + "sampling": { + "ratio": 0.05, + "rate_limit": 100 + }, + "resource": { + "service_name": "jacs", + "service_version": "0.3.6", + "environment": "production" + } + } +} +``` + +### File-based Configuration +```json +"observability": { + "logs": { + "enabled": true, + "level": "info", + "destination": { + "type": "file", + "path": "/var/log/jacs" + } + }, + "metrics": { + "enabled": true, + "destination": { + "type": "file", + "path": "/var/log/jacs/metrics.txt" + }, + "export_interval_seconds": 60 + } +} +``` + +## Environment Variable Integration + +The observability configuration works alongside JACS's core configuration system. + +### Required Environment Variable + +Only **one** environment variable is truly required: + +- `JACS_PRIVATE_KEY_PASSWORD` - Password for encrypting/decrypting private keys (required for cryptographic operations) + +### Configuration-Based Settings + +All other JACS settings are **configuration file fields** that have sensible defaults: + +- `jacs_data_directory` - Where agent/document data is stored (default: `./jacs_data`) +- `jacs_key_directory` - Where cryptographic keys are stored (default: `./jacs_keys`) +- `jacs_agent_key_algorithm` - Cryptographic algorithm to use (default: `RSA-PSS`) +- `jacs_default_storage` - Storage backend (default: `fs`) +- `jacs_use_security` - Enable security features (default: `false`) + +These can be overridden by environment variables if needed, but they are primarily configured through the `jacs.config.json` file. + +The observability configuration is completely optional - JACS will work without any observability configuration. + +## Storage Configuration + +The `jacs_default_storage` field determines where JACS stores agent data, documents, and keys. This is a critical configuration that affects how your data is persisted and accessed. + +### Available Storage Backends + +| Backend | Value | Description | Use Case | +|---------|-------|-------------|----------| +| **Filesystem** | `"fs"` | Local file system storage | Development, single-node deployments | +| **AWS S3** | `"aws"` | Amazon S3 object storage | Production, cloud deployments | +| **HAI Remote** | `"hai"` | HAI.ai remote storage service | HAI.ai platform integration | +| **Memory** | `"memory"` | In-memory storage (non-persistent) | Testing, temporary data | +| **Web Local** | `"local"` | Browser local storage (WASM only) | Web applications | + +### Backend-Specific Configuration + +#### Filesystem Storage (`"fs"`) +```json +{ + "jacs_default_storage": "fs", + "jacs_data_directory": "./jacs_data", + "jacs_key_directory": "./jacs_keys" +} +``` + +**Requirements:** None - works out of the box +**Data location:** Local directories as specified in config +**Best for:** Development, local testing, single-machine deployments + +#### AWS S3 Storage (`"aws"`) +```json +{ + "jacs_default_storage": "aws" +} +``` + +**Required Environment Variables:** +- `JACS_ENABLE_AWS_BUCKET_NAME` - S3 bucket name +- `AWS_ACCESS_KEY_ID` - AWS access key +- `AWS_SECRET_ACCESS_KEY` - AWS secret key +- `AWS_REGION` - AWS region (optional, defaults to us-east-1) + +**Best for:** Production deployments, distributed systems, cloud-native applications + +#### HAI Remote Storage (`"hai"`) +```json +{ + "jacs_default_storage": "hai" +} +``` + +**Required Environment Variables:** +- `HAI_STORAGE_URL` - HAI.ai storage service endpoint + +**Best for:** Integration with HAI.ai platform services + +#### Memory Storage (`"memory"`) +```json +{ + "jacs_default_storage": "memory" +} +``` + +**Requirements:** None +**Data persistence:** None - data is lost when application stops +**Best for:** Unit testing, temporary operations, development scenarios + +### Storage Behavior + +- **Agent data** (agent definitions, signatures) are stored using the configured backend +- **Documents** are stored using the configured backend +- **Cryptographic keys** are stored using the configured backend +- **Observability data** (logs, metrics) can use separate storage via observability configuration + +### Configuration Examples + +**Development Setup (Filesystem)** +```json +{ + "jacs_default_storage": "fs", + "jacs_data_directory": "./dev_data", + "jacs_key_directory": "./dev_keys" +} +``` + +**Production Setup (AWS S3)** +```json +{ + "jacs_default_storage": "aws" +} +``` + +With environment variables: +```bash +export JACS_ENABLE_AWS_BUCKET_NAME="my-jacs-production-bucket" +export AWS_ACCESS_KEY_ID="AKIA..." +export AWS_SECRET_ACCESS_KEY="..." +export AWS_REGION="us-west-2" +``` + +**HAI Platform Integration** +```json +{ + "jacs_default_storage": "hai" +} +``` + +With environment variable: +```bash +export HAI_STORAGE_URL="https://storage.hai.ai/v1" +``` + +### Security Considerations + +- **AWS S3**: Ensure proper IAM permissions for bucket access +- **HAI Remote**: Secure the `HAI_STORAGE_URL` endpoint and any required authentication +- **Filesystem**: Ensure proper file system permissions for data and key directories +- **Keys**: Regardless of storage backend, always set `JACS_PRIVATE_KEY_PASSWORD` for key encryption + +### Migration Between Storage Backends + +When changing storage backends, you'll need to: + +1. Export existing data from the current backend +2. Update the `jacs_default_storage` configuration +3. Set any required environment variables for the new backend +4. Import data into the new backend + +JACS doesn't automatically migrate data between storage backends - this must be done manually or via custom scripts. diff --git a/jacs/docs/schema/README.md b/jacs/docs/schema/README.md index 411d111e2..2547b73ea 100644 --- a/jacs/docs/schema/README.md +++ b/jacs/docs/schema/README.md @@ -42,6 +42,46 @@ * [Untitled object in Agent](./agent-allof-1.md) ā€“ `https://hai.ai/schemas/agent/v1/agent.schema.json#/allOf/1` +* [Untitled object in Config](./jacs-properties-observability.md "Observability configuration for logging, metrics, and tracing") ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs-properties-destination-oneof-0.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/0` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs-properties-destination-oneof-1.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs-properties-destination-oneof-2.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs-properties-destination-oneof-3.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/3` + +* [Untitled object in Config](./jacs-properties-observability-properties-logs-properties-headers.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/3` + +* [Untitled object in Config](./jacs-properties-observability-properties-metrics-properties-headers.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers` + +* [Untitled object in Config](./jacs-properties-observability-properties-tracing.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing` + +* [Untitled object in Config](./jacs-properties-observability-properties-tracing-properties-sampling.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling` + +* [Untitled object in Config](./jacs-properties-observability-properties-tracing-properties-resource.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource` + +* [Untitled object in Config](./jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md) ā€“ `https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes` + * [Untitled object in Message](./message-allof-1.md) ā€“ `https://hai.ai/schemas/message/v1/message.schema.json#/allOf/1` * [Untitled object in Message](./message-allof-1-properties-content.md "body , subject etc") ā€“ `https://hai.ai/schemas/message/v1/message.schema.json#/allOf/1/properties/content` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0-properties-type.md new file mode 100644 index 000000000..c5ae0c21d --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/0/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"stderr" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0.md new file mode 100644 index 000000000..e29283923 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-0.md @@ -0,0 +1,47 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/0 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 0 Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-0.md)) + +# 0 Properties + +| Property | Type | Required | Nullable | Defined by | +| :------------ | :------------ | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-0-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/0/properties/type") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-0-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/0/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"stderr" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-path.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-path.md new file mode 100644 index 000000000..d2ec7fa82 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-path.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1/properties/path +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## path Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-type.md new file mode 100644 index 000000000..354bcd2a1 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"file" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1.md new file mode 100644 index 000000000..bed8e1d3d --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-1.md @@ -0,0 +1,66 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 1 Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-1.md)) + +# 1 Properties + +| Property | Type | Required | Nullable | Defined by | +| :------------ | :------------ | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1/properties/type") | +| [path](#path) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-path.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1/properties/path") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"file" +``` + +## path + + + +`path` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-1-properties-path.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/1/properties/path") + +### path Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-endpoint.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-endpoint.md new file mode 100644 index 000000000..8040330cc --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-endpoint.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/endpoint +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## endpoint Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers-additionalproperties.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers-additionalproperties.md new file mode 100644 index 000000000..ae0728fb8 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers-additionalproperties.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers/additionalProperties +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md new file mode 100644 index 000000000..912e7a2c9 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md @@ -0,0 +1,39 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## headers Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md)) + +# headers Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Additional Properties | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers/additionalProperties") | + +## Additional Properties + +Additional properties are allowed, as long as they follow this schema: + + + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers/additionalProperties") + +### additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-type.md new file mode 100644 index 000000000..e85d347e6 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"otlp" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2.md new file mode 100644 index 000000000..cf8ee1497 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-2.md @@ -0,0 +1,85 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 2 Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-2.md)) + +# 2 Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------------ | :------- | :------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/type") | +| [endpoint](#endpoint) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-endpoint.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/endpoint") | +| [headers](#headers) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"otlp" +``` + +## endpoint + + + +`endpoint` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-endpoint.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/endpoint") + +### endpoint Type + +`string` + +## headers + + + +`headers` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/2/properties/headers") + +### headers Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-2-properties-headers.md)) diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3-properties-type.md new file mode 100644 index 000000000..d1d13478f --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/3/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"null" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3.md new file mode 100644 index 000000000..7e2c0eefa --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination-oneof-3.md @@ -0,0 +1,47 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/3 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 3 Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-destination-oneof-3.md)) + +# 3 Properties + +| Property | Type | Required | Nullable | Defined by | +| :------------ | :------------ | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-3-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/3/properties/type") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination-oneof-3-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination/oneOf/3/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"null" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination.md new file mode 100644 index 000000000..4b3467094 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-destination.md @@ -0,0 +1,25 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## destination Type + +merged type ([Details](jacs-properties-observability-properties-logs-properties-destination.md)) + +one (and only one) of + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-0.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-1.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-3.md "check type definition") diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-enabled.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-enabled.md new file mode 100644 index 000000000..803266a05 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-enabled.md @@ -0,0 +1,15 @@ +# Untitled boolean in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/enabled +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## enabled Type + +`boolean` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers-additionalproperties.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers-additionalproperties.md new file mode 100644 index 000000000..4503b854a --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers-additionalproperties.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers/additionalProperties +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers.md new file mode 100644 index 000000000..14bd80143 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-headers.md @@ -0,0 +1,39 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## headers Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-headers.md)) + +# headers Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------- | :------- | :------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| Additional Properties | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers/additionalProperties") | + +## Additional Properties + +Additional properties are allowed, as long as they follow this schema: + + + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers/additionalProperties") + +### additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-level.md b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-level.md new file mode 100644 index 000000000..ea80054aa --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs-properties-level.md @@ -0,0 +1,27 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/level +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## level Type + +`string` + +## level Constraints + +**enum**: the value of this property must be equal to one of the following values: + +| Value | Explanation | +| :-------- | :---------- | +| `"trace"` | | +| `"debug"` | | +| `"info"` | | +| `"warn"` | | +| `"error"` | | diff --git a/jacs/docs/schema/jacs-properties-observability-properties-logs.md b/jacs/docs/schema/jacs-properties-observability-properties-logs.md new file mode 100644 index 000000000..f85ec630a --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-logs.md @@ -0,0 +1,118 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## logs Type + +`object` ([Details](jacs-properties-observability-properties-logs.md)) + +# logs Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------------- | :-------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [enabled](#enabled) | `boolean` | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-enabled.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/enabled") | +| [level](#level) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-level.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/level") | +| [destination](#destination) | Merged | Required | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-destination.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination") | +| [headers](#headers) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-logs-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers") | + +## enabled + + + +`enabled` + +* is required + +* Type: `boolean` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-enabled.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/enabled") + +### enabled Type + +`boolean` + +## level + + + +`level` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-level.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/level") + +### level Type + +`string` + +### level Constraints + +**enum**: the value of this property must be equal to one of the following values: + +| Value | Explanation | +| :-------- | :---------- | +| `"trace"` | | +| `"debug"` | | +| `"info"` | | +| `"warn"` | | +| `"error"` | | + +## destination + + + +`destination` + +* is required + +* Type: merged type ([Details](jacs-properties-observability-properties-logs-properties-destination.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-destination.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/destination") + +### destination Type + +merged type ([Details](jacs-properties-observability-properties-logs-properties-destination.md)) + +one (and only one) of + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-0.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-1.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-2.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-logs-properties-destination-oneof-3.md "check type definition") + +## headers + + + +`headers` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-logs-properties-headers.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs/properties/headers") + +### headers Type + +`object` ([Details](jacs-properties-observability-properties-logs-properties-headers.md)) diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-endpoint.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-endpoint.md new file mode 100644 index 000000000..bc6df9ea3 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-endpoint.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/endpoint +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## endpoint Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers-additionalproperties.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers-additionalproperties.md new file mode 100644 index 000000000..66465a653 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers-additionalproperties.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers/additionalProperties +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md new file mode 100644 index 000000000..439953b54 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md @@ -0,0 +1,39 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## headers Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md)) + +# headers Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Additional Properties | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers/additionalProperties") | + +## Additional Properties + +Additional properties are allowed, as long as they follow this schema: + + + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers/additionalProperties") + +### additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-type.md new file mode 100644 index 000000000..702c4bb18 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"prometheus" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md new file mode 100644 index 000000000..01d82278f --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md @@ -0,0 +1,85 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 0 Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md)) + +# 0 Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------------ | :------- | :------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/type") | +| [endpoint](#endpoint) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-endpoint.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/endpoint") | +| [headers](#headers) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"prometheus" +``` + +## endpoint + + + +`endpoint` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-endpoint.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/endpoint") + +### endpoint Type + +`string` + +## headers + + + +`headers` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/0/properties/headers") + +### headers Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-0-properties-headers.md)) diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-endpoint.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-endpoint.md new file mode 100644 index 000000000..122142d05 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-endpoint.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/endpoint +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## endpoint Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers-additionalproperties.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers-additionalproperties.md new file mode 100644 index 000000000..4d5816fab --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers-additionalproperties.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers/additionalProperties +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md new file mode 100644 index 000000000..65a34fc80 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md @@ -0,0 +1,39 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## headers Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md)) + +# headers Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Additional Properties | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers/additionalProperties") | + +## Additional Properties + +Additional properties are allowed, as long as they follow this schema: + + + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers/additionalProperties") + +### additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-type.md new file mode 100644 index 000000000..9bb2fd75b --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"otlp" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md new file mode 100644 index 000000000..7c13a6ca0 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md @@ -0,0 +1,85 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 1 Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md)) + +# 1 Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------------ | :------- | :------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/type") | +| [endpoint](#endpoint) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-endpoint.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/endpoint") | +| [headers](#headers) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"otlp" +``` + +## endpoint + + + +`endpoint` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-endpoint.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/endpoint") + +### endpoint Type + +`string` + +## headers + + + +`headers` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/1/properties/headers") + +### headers Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-1-properties-headers.md)) diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-path.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-path.md new file mode 100644 index 000000000..4bd420078 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-path.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2/properties/path +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## path Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-type.md new file mode 100644 index 000000000..8d3a9119e --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"file" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md new file mode 100644 index 000000000..619878b0f --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md @@ -0,0 +1,66 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 2 Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md)) + +# 2 Properties + +| Property | Type | Required | Nullable | Defined by | +| :------------ | :------------ | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2/properties/type") | +| [path](#path) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-path.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2/properties/path") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"file" +``` + +## path + + + +`path` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-2-properties-path.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/2/properties/path") + +### path Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3-properties-type.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3-properties-type.md new file mode 100644 index 000000000..d4c388094 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3-properties-type.md @@ -0,0 +1,23 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/3/properties/type +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## type Type + +unknown + +## type Constraints + +**constant**: the value of this property must be equal to: + +```json +"stdout" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md new file mode 100644 index 000000000..12256311d --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md @@ -0,0 +1,47 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/3 +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## 3 Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md)) + +# 3 Properties + +| Property | Type | Required | Nullable | Defined by | +| :------------ | :------------ | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [type](#type) | Not specified | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-3-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/3/properties/type") | + +## type + + + +`type` + +* is required + +* Type: unknown + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-3-properties-type.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination/oneOf/3/properties/type") + +### type Type + +unknown + +### type Constraints + +**constant**: the value of this property must be equal to: + +```json +"stdout" +``` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination.md new file mode 100644 index 000000000..16fa8f612 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-destination.md @@ -0,0 +1,25 @@ +# Untitled undefined type in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## destination Type + +merged type ([Details](jacs-properties-observability-properties-metrics-properties-destination.md)) + +one (and only one) of + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md "check type definition") diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-enabled.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-enabled.md new file mode 100644 index 000000000..d9ba882f5 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-enabled.md @@ -0,0 +1,15 @@ +# Untitled boolean in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/enabled +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## enabled Type + +`boolean` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-export_interval_seconds.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-export_interval_seconds.md new file mode 100644 index 000000000..9539b9fb8 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-export_interval_seconds.md @@ -0,0 +1,19 @@ +# Untitled integer in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/export_interval_seconds +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## export\_interval\_seconds Type + +`integer` + +## export\_interval\_seconds Constraints + +**minimum**: the value of this number must greater than or equal to: `1` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers-additionalproperties.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers-additionalproperties.md new file mode 100644 index 000000000..847b635b3 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers-additionalproperties.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers/additionalProperties +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers.md new file mode 100644 index 000000000..c7c1690f8 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics-properties-headers.md @@ -0,0 +1,39 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## headers Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-headers.md)) + +# headers Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------- | :------- | :------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | +| Additional Properties | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers/additionalProperties") | + +## Additional Properties + +Additional properties are allowed, as long as they follow this schema: + + + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-headers-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers/additionalProperties") + +### additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-metrics.md b/jacs/docs/schema/jacs-properties-observability-properties-metrics.md new file mode 100644 index 000000000..4ac3a37d3 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-metrics.md @@ -0,0 +1,110 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## metrics Type + +`object` ([Details](jacs-properties-observability-properties-metrics.md)) + +# metrics Properties + +| Property | Type | Required | Nullable | Defined by | +| :---------------------------------------------------- | :-------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [enabled](#enabled) | `boolean` | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-enabled.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/enabled") | +| [destination](#destination) | Merged | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-destination.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination") | +| [export\_interval\_seconds](#export_interval_seconds) | `integer` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-export_interval_seconds.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/export_interval_seconds") | +| [headers](#headers) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-metrics-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers") | + +## enabled + + + +`enabled` + +* is required + +* Type: `boolean` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-enabled.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/enabled") + +### enabled Type + +`boolean` + +## destination + + + +`destination` + +* is required + +* Type: merged type ([Details](jacs-properties-observability-properties-metrics-properties-destination.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-destination.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/destination") + +### destination Type + +merged type ([Details](jacs-properties-observability-properties-metrics-properties-destination.md)) + +one (and only one) of + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-0.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-1.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-2.md "check type definition") + +* [Untitled object in Config](jacs-properties-observability-properties-metrics-properties-destination-oneof-3.md "check type definition") + +## export\_interval\_seconds + + + +`export_interval_seconds` + +* is optional + +* Type: `integer` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-export_interval_seconds.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/export_interval_seconds") + +### export\_interval\_seconds Type + +`integer` + +### export\_interval\_seconds Constraints + +**minimum**: the value of this number must greater than or equal to: `1` + +## headers + + + +`headers` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-metrics-properties-headers.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics-properties-headers.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics/properties/headers") + +### headers Type + +`object` ([Details](jacs-properties-observability-properties-metrics-properties-headers.md)) diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-enabled.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-enabled.md new file mode 100644 index 000000000..71e2d92d5 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-enabled.md @@ -0,0 +1,15 @@ +# Untitled boolean in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/enabled +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## enabled Type + +`boolean` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes-additionalproperties.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes-additionalproperties.md new file mode 100644 index 000000000..0cbcfb4f6 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes-additionalproperties.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes/additionalProperties +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md new file mode 100644 index 000000000..885ade4a0 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md @@ -0,0 +1,39 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## attributes Type + +`object` ([Details](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md)) + +# attributes Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :------- | :------- | :------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| Additional Properties | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes/additionalProperties") | + +## Additional Properties + +Additional properties are allowed, as long as they follow this schema: + + + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes-additionalproperties.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes/additionalProperties") + +### additionalProperties Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-environment.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-environment.md new file mode 100644 index 000000000..8b65486d8 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-environment.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/environment +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## environment Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_name.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_name.md new file mode 100644 index 000000000..0a79ee09d --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_name.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/service_name +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## service\_name Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_version.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_version.md new file mode 100644 index 000000000..5f72f66a1 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource-properties-service_version.md @@ -0,0 +1,15 @@ +# Untitled string in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/service_version +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## service\_version Type + +`string` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource.md new file mode 100644 index 000000000..a1b68c2bc --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-resource.md @@ -0,0 +1,96 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## resource Type + +`object` ([Details](jacs-properties-observability-properties-tracing-properties-resource.md)) + +# resource Properties + +| Property | Type | Required | Nullable | Defined by | +| :----------------------------------- | :------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [service\_name](#service_name) | `string` | Required | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-service_name.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/service_name") | +| [service\_version](#service_version) | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-service_version.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/service_version") | +| [environment](#environment) | `string` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-environment.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/environment") | +| [attributes](#attributes) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes") | + +## service\_name + + + +`service_name` + +* is required + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-service_name.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/service_name") + +### service\_name Type + +`string` + +## service\_version + + + +`service_version` + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-service_version.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/service_version") + +### service\_version Type + +`string` + +## environment + + + +`environment` + +* is optional + +* Type: `string` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-environment.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/environment") + +### environment Type + +`string` + +## attributes + + + +`attributes` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource/properties/attributes") + +### attributes Type + +`object` ([Details](jacs-properties-observability-properties-tracing-properties-resource-properties-attributes.md)) diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-parent_based.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-parent_based.md new file mode 100644 index 000000000..a57306f8b --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-parent_based.md @@ -0,0 +1,15 @@ +# Untitled boolean in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/parent_based +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## parent\_based Type + +`boolean` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-rate_limit.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-rate_limit.md new file mode 100644 index 000000000..7bd54ec2e --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-rate_limit.md @@ -0,0 +1,19 @@ +# Untitled integer in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/rate_limit +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## rate\_limit Type + +`integer` + +## rate\_limit Constraints + +**minimum**: the value of this number must greater than or equal to: `1` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-ratio.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-ratio.md new file mode 100644 index 000000000..304985815 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling-properties-ratio.md @@ -0,0 +1,21 @@ +# Untitled number in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/ratio +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :---------------------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | Unknown identifiability | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## ratio Type + +`number` + +## ratio Constraints + +**maximum**: the value of this number must smaller than or equal to: `1` + +**minimum**: the value of this number must greater than or equal to: `0` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling.md new file mode 100644 index 000000000..c12c828c3 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing-properties-sampling.md @@ -0,0 +1,87 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## sampling Type + +`object` ([Details](jacs-properties-observability-properties-tracing-properties-sampling.md)) + +# sampling Properties + +| Property | Type | Required | Nullable | Defined by | +| :----------------------------- | :-------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [ratio](#ratio) | `number` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-sampling-properties-ratio.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/ratio") | +| [parent\_based](#parent_based) | `boolean` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-sampling-properties-parent_based.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/parent_based") | +| [rate\_limit](#rate_limit) | `integer` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-sampling-properties-rate_limit.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/rate_limit") | + +## ratio + + + +`ratio` + +* is optional + +* Type: `number` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-sampling-properties-ratio.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/ratio") + +### ratio Type + +`number` + +### ratio Constraints + +**maximum**: the value of this number must smaller than or equal to: `1` + +**minimum**: the value of this number must greater than or equal to: `0` + +## parent\_based + + + +`parent_based` + +* is optional + +* Type: `boolean` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-sampling-properties-parent_based.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/parent_based") + +### parent\_based Type + +`boolean` + +## rate\_limit + + + +`rate_limit` + +* is optional + +* Type: `integer` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-sampling-properties-rate_limit.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling/properties/rate_limit") + +### rate\_limit Type + +`integer` + +### rate\_limit Constraints + +**minimum**: the value of this number must greater than or equal to: `1` diff --git a/jacs/docs/schema/jacs-properties-observability-properties-tracing.md b/jacs/docs/schema/jacs-properties-observability-properties-tracing.md new file mode 100644 index 000000000..c9e61b46c --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability-properties-tracing.md @@ -0,0 +1,77 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing +``` + + + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## tracing Type + +`object` ([Details](jacs-properties-observability-properties-tracing.md)) + +# tracing Properties + +| Property | Type | Required | Nullable | Defined by | +| :-------------------- | :-------- | :------- | :------------- | :-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [enabled](#enabled) | `boolean` | Required | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-enabled.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/enabled") | +| [sampling](#sampling) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-sampling.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling") | +| [resource](#resource) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing-properties-resource.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource") | + +## enabled + + + +`enabled` + +* is required + +* Type: `boolean` + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-enabled.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/enabled") + +### enabled Type + +`boolean` + +## sampling + + + +`sampling` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-tracing-properties-sampling.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-sampling.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/sampling") + +### sampling Type + +`object` ([Details](jacs-properties-observability-properties-tracing-properties-sampling.md)) + +## resource + + + +`resource` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-tracing-properties-resource.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing-properties-resource.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing/properties/resource") + +### resource Type + +`object` ([Details](jacs-properties-observability-properties-tracing-properties-resource.md)) diff --git a/jacs/docs/schema/jacs-properties-observability.md b/jacs/docs/schema/jacs-properties-observability.md new file mode 100644 index 000000000..e630dda82 --- /dev/null +++ b/jacs/docs/schema/jacs-properties-observability.md @@ -0,0 +1,77 @@ +# Untitled object in Config Schema + +```txt +https://hai.ai/schemas/jacs.config.schema.json#/properties/observability +``` + +Observability configuration for logging, metrics, and tracing + +| Abstract | Extensible | Status | Identifiable | Custom Properties | Additional Properties | Access Restrictions | Defined In | +| :------------------ | :--------- | :------------- | :----------- | :---------------- | :-------------------- | :------------------ | :---------------------------------------------------------------------------------------- | +| Can be instantiated | No | Unknown status | No | Forbidden | Allowed | none | [jacs.config.schema.json\*](../../schemas/jacs.config.schema.json "open original schema") | + +## observability Type + +`object` ([Details](jacs-properties-observability.md)) + +# observability Properties + +| Property | Type | Required | Nullable | Defined by | +| :------------------ | :------- | :------- | :------------- | :---------------------------------------------------------------------------------------------------------------------------------------------------------- | +| [logs](#logs) | `object` | Required | cannot be null | [Config](jacs-properties-observability-properties-logs.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs") | +| [metrics](#metrics) | `object` | Required | cannot be null | [Config](jacs-properties-observability-properties-metrics.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics") | +| [tracing](#tracing) | `object` | Optional | cannot be null | [Config](jacs-properties-observability-properties-tracing.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing") | + +## logs + + + +`logs` + +* is required + +* Type: `object` ([Details](jacs-properties-observability-properties-logs.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-logs.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/logs") + +### logs Type + +`object` ([Details](jacs-properties-observability-properties-logs.md)) + +## metrics + + + +`metrics` + +* is required + +* Type: `object` ([Details](jacs-properties-observability-properties-metrics.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-metrics.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/metrics") + +### metrics Type + +`object` ([Details](jacs-properties-observability-properties-metrics.md)) + +## tracing + + + +`tracing` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability-properties-tracing.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability-properties-tracing.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability/properties/tracing") + +### tracing Type + +`object` ([Details](jacs-properties-observability-properties-tracing.md)) diff --git a/jacs/docs/schema/jacs.md b/jacs/docs/schema/jacs.md index ff2b4e606..8a63be075 100644 --- a/jacs/docs/schema/jacs.md +++ b/jacs/docs/schema/jacs.md @@ -29,6 +29,7 @@ Jacs Configuration File | [jacs\_signature\_schema\_version](#jacs_signature_schema_version) | `string` | Optional | cannot be null | [Config](jacs-properties-jacs_signature_schema_version.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/jacs_signature_schema_version") | | [jacs\_private\_key\_password](#jacs_private_key_password) | `string` | Optional | cannot be null | [Config](jacs-properties-jacs_private_key_password.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/jacs_private_key_password") | | [jacs\_default\_storage](#jacs_default_storage) | `string` | Required | cannot be null | [Config](jacs-properties-jacs_default_storage.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/jacs_default_storage") | +| [observability](#observability) | `object` | Optional | cannot be null | [Config](jacs-properties-observability.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability") | ## jacs\_use\_security @@ -247,3 +248,21 @@ default storage to use | `"fs"` | | | `"aws"` | | | `"hai"` | | + +## observability + +Observability configuration for logging, metrics, and tracing + +`observability` + +* is optional + +* Type: `object` ([Details](jacs-properties-observability.md)) + +* cannot be null + +* defined in: [Config](jacs-properties-observability.md "https://hai.ai/schemas/jacs.config.schema.json#/properties/observability") + +### observability Type + +`object` ([Details](jacs-properties-observability.md)) diff --git a/jacs/schemas/jacs.config.schema.json b/jacs/schemas/jacs.config.schema.json index ed65294f4..5f4c21489 100644 --- a/jacs/schemas/jacs.config.schema.json +++ b/jacs/schemas/jacs.config.schema.json @@ -56,8 +56,160 @@ "enum": [ "fs", "aws", "hai" ] + }, + "observability": { + "description": "Observability configuration for logging, metrics, and tracing", + "type": "object", + "properties": { + "logs": { + "type": "object", + "properties": { + "enabled": { "type": "boolean" }, + "level": { + "type": "string", + "enum": ["trace", "debug", "info", "warn", "error"] + }, + "destination": { + "oneOf": [ + { + "type": "object", + "properties": { + "type": { "const": "stderr" } + }, + "required": ["type"] + }, + { + "type": "object", + "properties": { + "type": { "const": "file" }, + "path": { "type": "string" } + }, + "required": ["type", "path"] + }, + { + "type": "object", + "properties": { + "type": { "const": "otlp" }, + "endpoint": { "type": "string" }, + "headers": { + "type": "object", + "additionalProperties": { "type": "string" } + } + }, + "required": ["type", "endpoint"] + }, + { + "type": "object", + "properties": { + "type": { "const": "null" } + }, + "required": ["type"] + } + ] + }, + "headers": { + "type": "object", + "additionalProperties": { "type": "string" } + } + }, + "required": ["enabled", "level", "destination"] + }, + "metrics": { + "type": "object", + "properties": { + "enabled": { "type": "boolean" }, + "destination": { + "oneOf": [ + { + "type": "object", + "properties": { + "type": { "const": "prometheus" }, + "endpoint": { "type": "string" }, + "headers": { + "type": "object", + "additionalProperties": { "type": "string" } + } + }, + "required": ["type", "endpoint"] + }, + { + "type": "object", + "properties": { + "type": { "const": "otlp" }, + "endpoint": { "type": "string" }, + "headers": { + "type": "object", + "additionalProperties": { "type": "string" } + } + }, + "required": ["type", "endpoint"] + }, + { + "type": "object", + "properties": { + "type": { "const": "file" }, + "path": { "type": "string" } + }, + "required": ["type", "path"] + }, + { + "type": "object", + "properties": { + "type": { "const": "stdout" } + }, + "required": ["type"] + } + ] + }, + "export_interval_seconds": { + "type": "integer", + "minimum": 1 + }, + "headers": { + "type": "object", + "additionalProperties": { "type": "string" } + } + }, + "required": ["enabled", "destination"] + }, + "tracing": { + "type": "object", + "properties": { + "enabled": { "type": "boolean" }, + "sampling": { + "type": "object", + "properties": { + "ratio": { + "type": "number", + "minimum": 0.0, + "maximum": 1.0 + }, + "parent_based": { "type": "boolean" }, + "rate_limit": { + "type": "integer", + "minimum": 1 + } + } + }, + "resource": { + "type": "object", + "properties": { + "service_name": { "type": "string" }, + "service_version": { "type": "string" }, + "environment": { "type": "string" }, + "attributes": { + "type": "object", + "additionalProperties": { "type": "string" } + } + }, + "required": ["service_name"] + } + }, + "required": ["enabled"] + } + }, + "required": ["logs", "metrics"] } - }, "required": [ "jacs_data_directory", diff --git a/jacs/src/config/mod.rs b/jacs/src/config/mod.rs index 59082ab61..1259ce6d9 100644 --- a/jacs/src/config/mod.rs +++ b/jacs/src/config/mod.rs @@ -1,4 +1,3 @@ -use crate::observability::ObservabilityConfig; use crate::schema::utils::{CONFIG_SCHEMA_STRING, EmbeddedSchemaResolver}; use crate::storage::jenv::{EnvError, get_env_var, get_required_env_var, set_env_var_override}; use getset::Getters; @@ -6,6 +5,7 @@ use jsonschema::{Draft, Validator}; use serde::Deserialize; use serde::Serialize; use serde_json::Value; +use std::collections::HashMap; use std::error::Error; use std::fmt; use std::fs; @@ -58,6 +58,7 @@ pub struct Config { #[getset(get = "pub")] #[serde(default = "default_storage")] jacs_default_storage: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] pub observability: Option, } @@ -235,11 +236,12 @@ pub fn validate_config(config_json: &str) -> Result> { pub fn find_config(path: String) -> Result> { let config: Config = match fs::read_to_string(format!("{}jacs.config.json", path)) { - Ok(content) => serde_json::from_value(validate_config(&content).unwrap_or_default()) - .unwrap_or_default(), + Ok(content) => { + let validated_value = validate_config(&content)?; + serde_json::from_value(validated_value)? + } Err(_) => Config::default(), }; - Ok(config) } @@ -250,8 +252,10 @@ pub fn set_env_vars( ignore_agent_id: bool, ) -> Result> { let config: Config = match config_json { - Some(json_str) => serde_json::from_value(validate_config(json_str).unwrap_or_default()) - .unwrap_or_default(), + Some(json_str) => { + let validated_value = validate_config(json_str)?; + serde_json::from_value(validated_value)? + } None => find_config(".".to_string())?, }; // debug!("configs from file {:?}", config); @@ -408,3 +412,154 @@ pub fn check_env_vars(ignore_agent_id: bool) -> Result { Ok(message) } + +#[derive(Debug, Clone, Serialize, Deserialize, Default)] +pub struct ObservabilityConfig { + #[serde(default)] + pub logs: LogConfig, + #[serde(default)] + pub metrics: MetricsConfig, + #[serde(default)] + pub tracing: Option, +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct LogConfig { + #[serde(default = "default_true")] + pub enabled: bool, + #[serde(default = "default_log_level")] + pub level: String, + #[serde(default = "default_log_destination")] + pub destination: LogDestination, + #[serde(default)] + pub headers: Option>, +} + +impl Default for LogConfig { + fn default() -> Self { + Self { + enabled: true, + level: "info".to_string(), + destination: LogDestination::Stderr, + headers: None, + } + } +} + +fn default_true() -> bool { + true +} +fn default_log_level() -> String { + "info".to_string() +} +fn default_log_destination() -> LogDestination { + LogDestination::Stderr +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct MetricsConfig { + #[serde(default)] + pub enabled: bool, + #[serde(default)] + pub destination: MetricsDestination, + pub export_interval_seconds: Option, + #[serde(default)] + pub headers: Option>, +} + +impl Default for MetricsConfig { + fn default() -> Self { + Self { + enabled: false, + destination: MetricsDestination::Stdout, + export_interval_seconds: None, + headers: None, + } + } +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct TracingConfig { + pub enabled: bool, + #[serde(default)] + pub sampling: SamplingConfig, + #[serde(default)] + pub resource: Option, +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct SamplingConfig { + #[serde(default = "default_sampling_ratio")] + pub ratio: f64, + #[serde(default)] + pub parent_based: bool, + #[serde(default)] + pub rate_limit: Option, // samples per second +} + +impl Default for SamplingConfig { + fn default() -> Self { + Self { + ratio: 1.0, // Sample everything by default + parent_based: true, + rate_limit: None, + } + } +} + +fn default_sampling_ratio() -> f64 { + 1.0 +} + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct ResourceConfig { + pub service_name: String, + pub service_version: Option, + pub environment: Option, + #[serde(default)] + pub attributes: HashMap, +} + +// Update the destination enums to support headers +#[cfg(not(target_arch = "wasm32"))] +#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)] +pub enum LogDestination { + #[serde(rename = "stderr")] + Stderr, + #[serde(rename = "file")] + File { path: String }, + #[serde(rename = "otlp")] + Otlp { + endpoint: String, + #[serde(default)] + headers: Option>, + }, + #[serde(rename = "null")] + Null, +} + +#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)] +pub enum MetricsDestination { + #[serde(rename = "otlp")] + Otlp { + endpoint: String, + #[serde(default)] + headers: Option>, + }, + #[serde(rename = "prometheus")] + Prometheus { + endpoint: String, + #[serde(default)] + headers: Option>, + }, + #[serde(rename = "file")] + File { path: String }, + #[serde(rename = "stdout")] + Stdout, +} + +impl Default for MetricsDestination { + fn default() -> Self { + MetricsDestination::Stdout + } +} diff --git a/jacs/src/interface.rs b/jacs/src/interface.rs new file mode 100644 index 000000000..ec2eff789 --- /dev/null +++ b/jacs/src/interface.rs @@ -0,0 +1,120 @@ +//! # JACS Library Public Interface +//! +//! This module documents all public functions available in the JACS library. +//! Use this as a reference for what the library can do. + + +/** + + FUNDAMENTAL FUNCTIONS + + init agent (with config for where, key management config) + register agent (register keys, register json doc) + validate agent (local) + validate agent (remote) (get pki) + + +create document +register document +validate document local +validate document remote + +encrypt document +decrypt document with consent from owner + + + # AUTH FUNCTIONS + +full encryption wrapper or just +issue decryption key + + wrap + + unwrap + + + + # ABSTRACTED + + +Agreements +Tasks +Agent capabilities (MCP/ACP/A2A) + + + + + + + + + + + */ + + + + +// Re-export the main types users need +pub use crate::agent::Agent; +pub use crate::config::Config; +pub use crate::observability::ObservabilityConfig; + +/// # Agent Management +/// Functions for creating and managing JACS agents +pub mod agent_ops { + pub use crate::{ + get_empty_agent, + load_agent, + create_minimal_blank_agent, + }; +} + +/// # Document Operations +/// Functions for creating, loading, and managing documents +pub mod document_ops { + pub use crate::shared::{ + document_create, + document_load_and_save, + save_document, + }; +} + +/// # Agreement Operations +/// Functions for creating and managing multi-party agreements +pub mod agreement_ops { + pub use crate::shared::{ + document_add_agreement, + document_sign_agreement, + document_check_agreement, + }; +} + +/// # Task Operations +/// Functions for creating and managing tasks +pub mod task_ops { + pub use crate::{ + create_task, + update_task, + }; +} + +/// # Observability +/// Functions for logging and metrics +pub mod observability_ops { + pub use crate::{ + init_default_observability, + init_custom_observability, + }; +} + +/// # Schema Operations +/// Functions for creating minimal JSON structures +pub mod schema_ops { + pub use crate::schema::{ + agent_crud::create_minimal_agent, + service_crud::create_minimal_service, + task_crud::create_minimal_task, + action_crud::create_minimal_action, + }; +} \ No newline at end of file diff --git a/jacs/src/lib.rs b/jacs/src/lib.rs index 54be53cf5..6708e7419 100644 --- a/jacs/src/lib.rs +++ b/jacs/src/lib.rs @@ -9,6 +9,7 @@ use crate::schema::agent_crud::create_minimal_agent; use crate::schema::service_crud::create_minimal_service; use crate::schema::task_crud::create_minimal_task; use serde_json::Value; +use std::collections::HashMap; use std::error::Error; use std::path::Path; use tracing::debug; @@ -23,31 +24,37 @@ pub mod storage; // #[cfg(feature = "cli")] pub mod cli_utils; - // Re-export observability types for convenience pub use observability::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, - init_observability, + ResourceConfig, SamplingConfig, TracingConfig, init_observability, }; /// Initialize observability with a default configuration suitable for most applications. /// This sets up file-based logging and metrics in the current directory. pub fn init_default_observability() -> Result<(), Box> { let config = ObservabilityConfig { - logs: observability::LogConfig { + logs: LogConfig { enabled: true, level: "info".to_string(), - destination: observability::LogDestination::File { + destination: LogDestination::File { path: "./logs".to_string(), }, + headers: None, }, - metrics: observability::MetricsConfig { + metrics: MetricsConfig { enabled: true, - destination: observability::MetricsDestination::File { + destination: MetricsDestination::File { path: "./metrics.txt".to_string(), }, export_interval_seconds: Some(60), + headers: None, }, + tracing: Some(TracingConfig { + enabled: false, // Disabled by default + sampling: SamplingConfig::default(), + resource: None, + }), }; init_observability(config).map(|_| ()) diff --git a/jacs/src/observability/logs.rs b/jacs/src/observability/logs.rs index c94df8923..59d7d2575 100644 --- a/jacs/src/observability/logs.rs +++ b/jacs/src/observability/logs.rs @@ -1,4 +1,5 @@ -use crate::observability::{LogConfig, LogDestination}; +use crate::config::{LogConfig, LogDestination}; +use std::collections::HashMap; use std::io; use tracing::warn; use tracing_subscriber::{EnvFilter, Registry, fmt, layer::SubscriberExt, util::SubscriberInitExt}; @@ -43,8 +44,17 @@ pub fn init_logs(config: &LogConfig) -> Result, Box { - warn!("Warning: OTLP logging configured but using Stderr fallback for now."); + LogDestination::Otlp { endpoint, headers } => { + if let Some(headers) = headers { + warn!( + "OTLP headers configured: {:?}", + headers.keys().collect::>() + ); + } + warn!( + "Warning: OTLP logging configured for {} but using Stderr fallback for now.", + endpoint + ); Registry::default() .with(filter) .with(fmt::layer().with_writer(io::stderr)) @@ -74,8 +84,11 @@ pub fn init_logs(config: &LogConfig) -> Result, Box { - warn!("Warning: HTTP logging for WASM configured but using Console fallback."); + LogDestination::Http { endpoint } => { + warn!( + "Warning: HTTP logging for WASM configured for {} but using Console fallback.", + endpoint + ); Registry::default() .with(filter) .with(fmt::layer()) diff --git a/jacs/src/observability/metrics.rs b/jacs/src/observability/metrics.rs index 3268411b6..b571842b7 100644 --- a/jacs/src/observability/metrics.rs +++ b/jacs/src/observability/metrics.rs @@ -1,4 +1,4 @@ -use crate::observability::{MetricsConfig, MetricsDestination}; +use crate::config::{MetricsConfig, MetricsDestination}; use metrics::{ CounterFn, GaugeFn, HistogramFn, counter, describe_counter, describe_gauge, describe_histogram, gauge, histogram, @@ -198,14 +198,32 @@ pub fn init_metrics( match &config.destination { #[cfg(not(target_arch = "wasm32"))] - MetricsDestination::Prometheus { endpoint: _ } => { + MetricsDestination::Prometheus { endpoint, headers } => { let builder = metrics_exporter_prometheus::PrometheusBuilder::new(); + + if let Some(headers) = headers { + tracing::info!( + "Prometheus headers configured: {:?}", + headers.keys().collect::>() + ); + } + tracing::info!("Prometheus endpoint configured: {}", endpoint); + builder.install()?; } #[cfg(not(target_arch = "wasm32"))] - MetricsDestination::Otlp { endpoint: _ } => { - // OTLP metrics support requires complex setup - skip for now + MetricsDestination::Otlp { endpoint, headers } => { + if let Some(headers) = headers { + tracing::info!( + "OTLP metrics headers configured: {:?}", + headers.keys().collect::>() + ); + } + tracing::warn!( + "OTLP metrics configured for {} but not yet implemented", + endpoint + ); } MetricsDestination::File { path: _ } => { diff --git a/jacs/src/observability/mod.rs b/jacs/src/observability/mod.rs index ff6d70557..56055196d 100644 --- a/jacs/src/observability/mod.rs +++ b/jacs/src/observability/mod.rs @@ -1,4 +1,3 @@ -use serde::{Deserialize, Serialize}; use std::sync::{Arc, Mutex}; use tracing::warn; @@ -6,6 +5,12 @@ pub mod convenience; pub mod logs; pub mod metrics; +// Re-export config types so existing imports still work +pub use crate::config::{ + LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, + ResourceConfig, SamplingConfig, TracingConfig, +}; + #[cfg(not(target_arch = "wasm32"))] use tracing_appender::non_blocking::WorkerGuard; @@ -17,62 +22,6 @@ static LOG_WORKER_GUARD: Mutex> = Mutex::new(None); static TEST_METRICS_RECORDER_HANDLE: Mutex>>>> = Mutex::new(None); -#[derive(Debug, Clone, Serialize, Deserialize)] -pub struct ObservabilityConfig { - pub logs: LogConfig, - pub metrics: MetricsConfig, -} - -#[derive(Debug, Clone, Serialize, Deserialize)] -pub struct LogConfig { - pub enabled: bool, - pub level: String, - pub destination: LogDestination, -} - -#[derive(Debug, Clone, Serialize, Deserialize)] -pub struct MetricsConfig { - pub enabled: bool, - pub destination: MetricsDestination, - pub export_interval_seconds: Option, -} - -#[cfg(target_arch = "wasm32")] -#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)] -pub enum LogDestination { - #[serde(rename = "http")] - Http { endpoint: String }, - #[serde(rename = "console")] - Console, - #[serde(rename = "null")] - Null, -} - -#[cfg(not(target_arch = "wasm32"))] -#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)] -pub enum LogDestination { - #[serde(rename = "stderr")] - Stderr, - #[serde(rename = "file")] - File { path: String }, - #[serde(rename = "otlp")] - Otlp { endpoint: String }, - #[serde(rename = "null")] - Null, -} - -#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)] -pub enum MetricsDestination { - #[serde(rename = "otlp")] - Otlp { endpoint: String }, - #[serde(rename = "prometheus")] - Prometheus { endpoint: String }, - #[serde(rename = "file")] - File { path: String }, - #[serde(rename = "stdout")] - Stdout, -} - pub fn init_observability( config: ObservabilityConfig, ) -> Result>>>, Box> { diff --git a/jacs/tests/cli_tests.rs b/jacs/tests/cli_tests.rs index a5da5e53b..3c85262f5 100644 --- a/jacs/tests/cli_tests.rs +++ b/jacs/tests/cli_tests.rs @@ -274,6 +274,7 @@ fn test_cli_script_flow() -> Result<(), Box> { let base_cmd = || -> Command { let mut cmd = Command::cargo_bin("jacs").unwrap(); cmd.env("JACS_PRIVATE_KEY_PASSWORD", dummy_password); + cmd.env("JACS_AGENT_KEY_ALGORITHM", "RSA-PSS"); cmd.current_dir(&scratch_dir); // Use scratch dir as CWD cmd }; diff --git a/jacs/tests/fixtures/199bca8a-b2b8-4bb7-aff6-4911867db6b2:dd8c6dad-1143-47ff-b7b6-84030a1012ba b/jacs/tests/fixtures/199bca8a-b2b8-4bb7-aff6-4911867db6b2:dd8c6dad-1143-47ff-b7b6-84030a1012ba new file mode 100644 index 000000000..27085f158 --- /dev/null +++ b/jacs/tests/fixtures/199bca8a-b2b8-4bb7-aff6-4911867db6b2:dd8c6dad-1143-47ff-b7b6-84030a1012ba @@ -0,0 +1,46 @@ +{ + "$schema": "https://hai.ai/schemas/header/v1/header.schema.json", + "description": "We should embed an xml document here", + "jacsFiles": [ + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/plants.xml", + "sha256": "8615f88410eeafb38e2c386ed9dbae8fadf3d4d0e50a8dc43c4287246f104311" + }, + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/breakfast.xml", + "sha256": "71ae785d2f68d8b818da97171013033a5bfc632b6cad7d286e8e1907e023d0dd" + } + ], + "jacsId": "199bca8a-b2b8-4bb7-aff6-4911867db6b2", + "jacsLevel": "raw", + "jacsOriginalDate": "2025-06-08T03:42:32.498109+00:00", + "jacsOriginalVersion": "dd8c6dad-1143-47ff-b7b6-84030a1012ba", + "jacsSha256": "d028c4173eab403ecad9d1b896e2cc7611a5cdb6746b3820d77c1086563b003b", + "jacsSignature": { + "agentID": "ddf35096-d212-4ca9-a299-feda597d5525", + "agentVersion": "b57d480f-b8d4-46e7-9d7c-942f2b132717", + "date": "2025-06-08T03:42:32.695104+00:00", + "fields": [ + "$schema", + "description", + "jacsFiles", + "jacsId", + "jacsLevel", + "jacsOriginalDate", + "jacsOriginalVersion", + "jacsType", + "jacsVersion", + "jacsVersionDate" + ], + "publicKeyHash": "2c9cc6361e2003173df86b9c267b3891193319da7fe7c6f42cb0fbe5b30d7c0d", + "signature": "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", + "signingAlgorithm": "RSA-PSS" + }, + "jacsType": "header", + "jacsVersion": "dd8c6dad-1143-47ff-b7b6-84030a1012ba", + "jacsVersionDate": "2025-06-08T03:42:32.498109+00:00" +} \ No newline at end of file diff --git a/jacs/tests/observability_tests.rs b/jacs/tests/observability_tests.rs index 075c8e3ae..17d40f95a 100644 --- a/jacs/tests/observability_tests.rs +++ b/jacs/tests/observability_tests.rs @@ -7,6 +7,7 @@ use jacs::observability::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, init_observability, }; +use jacs::observability::{ResourceConfig, SamplingConfig, TracingConfig}; use serial_test::serial; use std::collections::HashMap; use std::fs; @@ -65,12 +66,15 @@ fn test_file_logging_destination() { destination: LogDestination::File { path: log_output_subdir_name.to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: false, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; // Try to initialize observability - it may fail if global subscriber already set @@ -152,6 +156,7 @@ fn test_file_metrics_destination() { enabled: false, level: "info".to_string(), destination: LogDestination::Null, + headers: None, }, metrics: MetricsConfig { enabled: true, @@ -159,7 +164,9 @@ fn test_file_metrics_destination() { path: metrics_file.to_string_lossy().to_string(), }, export_interval_seconds: Some(1), + headers: None, }, + tracing: None, }; // Initialize observability - we don't care if we get the Arc or not @@ -216,12 +223,15 @@ fn main() { enabled: false, level: "info".to_string(), destination: LogDestination::Null, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; jacs::observability::init_observability(config).unwrap(); @@ -244,12 +254,15 @@ fn main() { enabled: false, level: "info".to_string(), destination: LogDestination::Null, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; init_observability(config).unwrap(); @@ -273,14 +286,18 @@ fn test_prometheus_format_output() { enabled: false, level: "info".to_string(), destination: LogDestination::Null, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Prometheus { endpoint: "http://localhost:9090".to_string(), + headers: None, }, export_interval_seconds: Some(30), + headers: None, }, + tracing: None, }; init_observability(config).unwrap(); @@ -307,15 +324,20 @@ fn test_otlp_destination() { level: "debug".to_string(), destination: LogDestination::Otlp { endpoint: "http://localhost:4317".to_string(), + headers: None, }, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Otlp { endpoint: "http://localhost:4317".to_string(), + headers: None, }, export_interval_seconds: Some(10), + headers: None, }, + tracing: None, }; // This should not panic even if OTLP endpoint is not available @@ -340,12 +362,15 @@ fn test_disabled_observability() { enabled: false, level: "info".to_string(), destination: LogDestination::Null, + headers: None, }, metrics: MetricsConfig { enabled: false, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; init_observability(config).unwrap(); @@ -373,12 +398,15 @@ fn test_log_levels() { destination: LogDestination::File { path: log_file.to_string_lossy().to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: false, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; init_observability(config).unwrap(); @@ -438,6 +466,7 @@ fn test_metrics_with_tags() { enabled: false, level: "info".to_string(), destination: LogDestination::Null, + headers: None, }, metrics: MetricsConfig { enabled: true, @@ -445,7 +474,9 @@ fn test_metrics_with_tags() { path: metrics_path.to_string_lossy().to_string(), }, export_interval_seconds: None, + headers: None, }, + tracing: None, }; // Initialize observability - we don't care if we get the Arc or not @@ -500,6 +531,7 @@ fn test_convenience_functions() { destination: LogDestination::File { path: log_file.to_string_lossy().to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: true, @@ -507,7 +539,9 @@ fn test_convenience_functions() { path: metrics_file.to_string_lossy().to_string(), }, export_interval_seconds: None, + headers: None, }, + tracing: None, }; // Initialize observability - we don't care if we get the Arc or not @@ -619,12 +653,15 @@ fn test_logs_to_scratch_file() { destination: LogDestination::File { path: scratch_dir.to_string_lossy().to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: false, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; // Try to initialize observability @@ -731,12 +768,15 @@ fn main() { destination: LogDestination::File { path: "./tests/scratch".to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: false, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; if let Err(e) = init_observability(config) { @@ -791,3 +831,125 @@ fn main() { "Isolated test program should be created" ); } + +#[test] +#[serial] +fn test_otlp_with_headers() { + let mut headers = HashMap::new(); + headers.insert("Authorization".to_string(), "Bearer token123".to_string()); + headers.insert("X-API-Key".to_string(), "secret-key".to_string()); + + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::Otlp { + endpoint: "http://localhost:4317".to_string(), + headers: Some(headers.clone()), + }, + headers: Some(headers.clone()), + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Otlp { + endpoint: "http://localhost:4317".to_string(), + headers: Some(headers), + }, + export_interval_seconds: Some(10), + headers: None, + }, + tracing: None, + }; + + // Should not panic even if OTLP endpoint is not available + let result = init_observability(config); + assert!( + result.is_ok(), + "Observability initialization should succeed" + ); + + // Generate some telemetry to test headers are processed + record_agent_operation("header_test", "agent_header", true, 250); + increment_counter("header_test_counter", 1, None); +} + +#[test] +#[serial] +fn test_sampling_configuration() { + let config = ObservabilityConfig { + logs: LogConfig { + enabled: false, + level: "info".to_string(), + destination: LogDestination::Null, + headers: None, + }, + metrics: MetricsConfig { + enabled: false, + destination: MetricsDestination::Stdout, + export_interval_seconds: None, + headers: None, + }, + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 0.5, // Sample 50% + parent_based: false, + rate_limit: Some(10), // Max 10 samples per second + }, + resource: Some(ResourceConfig { + service_name: "jacs-sampling-test".to_string(), + service_version: Some("0.3.6".to_string()), + environment: Some("test".to_string()), + attributes: HashMap::new(), + }), + }), + }; + + let result = init_observability(config); + assert!( + result.is_ok(), + "Observability with sampling should initialize" + ); + + // Test that sampling configuration is applied (functions don't panic) + for i in 0..20 { + record_agent_operation(&format!("sampling_test_{}", i), "agent_sample", true, 50); + } +} + +#[test] +#[serial] +fn test_prometheus_with_auth() { + let mut headers = HashMap::new(); + headers.insert( + "Authorization".to_string(), + "Basic dXNlcjpwYXNz".to_string(), + ); // user:pass in base64 + + let config = ObservabilityConfig { + logs: LogConfig { + enabled: false, + level: "info".to_string(), + destination: LogDestination::Null, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Prometheus { + endpoint: "http://localhost:9090/api/v1/write".to_string(), + headers: Some(headers), + }, + export_interval_seconds: Some(30), + headers: None, + }, + tracing: None, + }; + + let result = init_observability(config); + assert!(result.is_ok(), "Prometheus with auth should initialize"); + + // Generate metrics to test auth headers are processed + let mut tags = HashMap::new(); + tags.insert("auth_test".to_string(), "prometheus".to_string()); + increment_counter("prometheus_auth_test", 1, Some(tags)); +} diff --git a/jacs/tests/scratch_logging_binary.rs b/jacs/tests/scratch_logging_binary.rs index 7497fefc4..0676fb65d 100644 --- a/jacs/tests/scratch_logging_binary.rs +++ b/jacs/tests/scratch_logging_binary.rs @@ -43,12 +43,15 @@ fn test_actual_log_output() { destination: LogDestination::File { path: scratch_dir.to_string_lossy().to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: false, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, }; // Initialize observability - this should work since it's a fresh process From 7f14567230dccff4f840316bd04aee12e3b3b6c4 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Sat, 7 Jun 2025 21:07:34 -0700 Subject: [PATCH 03/17] more tests --- Makefile | 3 +- jacs/tests/observability_tests.rs | 575 ++++++++++++++++++++++++++++++ 2 files changed, 577 insertions(+), 1 deletion(-) diff --git a/Makefile b/Makefile index e71c3f05b..82e4ec129 100644 --- a/Makefile +++ b/Makefile @@ -12,7 +12,8 @@ test-jacs: test-jacs-cli: cd jacs && RUST_BACKTRACE=1 cargo test --features cli --test cli_tests -- --nocapture - +test-jacs-observability: + RUST_BACKTRACE=1 cargo test --features cli --test observability_tests -- --nocapture publish-jacs: cargo publish --features cli --dry-run -p jacs diff --git a/jacs/tests/observability_tests.rs b/jacs/tests/observability_tests.rs index 17d40f95a..8f6ff4f4a 100644 --- a/jacs/tests/observability_tests.rs +++ b/jacs/tests/observability_tests.rs @@ -953,3 +953,578 @@ fn test_prometheus_with_auth() { tags.insert("auth_test".to_string(), "prometheus".to_string()); increment_counter("prometheus_auth_test", 1, Some(tags)); } + +#[test] +#[serial] +fn test_minimal_dev_configuration() { + jacs::observability::force_reset_for_tests(); + + let temp_dir = TempDir::new().unwrap(); + let log_dir = temp_dir.path().join("test_logs"); + + // Test Configuration 1: Minimal Development Config + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "debug".to_string(), + destination: LogDestination::File { + path: log_dir.to_string_lossy().to_string(), + }, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Stdout, + export_interval_seconds: None, + headers: None, + }, + tracing: None, + }; + + let result = init_observability(config); + assert!( + result.is_ok(), + "Minimal dev config should initialize successfully" + ); + + // Test that debug level logs are captured + record_agent_operation("dev_test", "agent_dev_123", true, 150); + tracing::debug!("Debug message for minimal dev config test"); + tracing::info!("Info message for minimal dev config test"); + + // Wait and flush + std::thread::sleep(std::time::Duration::from_millis(500)); + jacs::observability::reset_observability(); + std::thread::sleep(std::time::Duration::from_millis(500)); + + // Verify logs were written to file + let mut found_debug_logs = false; + if log_dir.exists() { + for entry in fs::read_dir(&log_dir).unwrap() { + let entry = entry.unwrap(); + if entry.path().is_file() { + let content = fs::read_to_string(entry.path()).unwrap_or_default(); + if content.contains("Debug message") || content.contains("dev_test") { + found_debug_logs = true; + println!("āœ“ Minimal dev config: Found expected logs in file"); + break; + } + } + } + } + + if !found_debug_logs { + println!("āš  Minimal dev config: No debug logs found (global subscriber may be set)"); + } + + // Test metrics (stdout destination means they won't be captured, but should not panic) + let mut tags = HashMap::new(); + tags.insert("config".to_string(), "minimal_dev".to_string()); + increment_counter("dev_config_test", 1, Some(tags)); + + println!("āœ“ Minimal development configuration test completed"); +} + +#[test] +#[serial] +fn test_full_production_configuration() { + jacs::observability::force_reset_for_tests(); + + // Test Configuration 2: Full Production Config with headers + let mut log_headers = HashMap::new(); + log_headers.insert("Authorization".to_string(), "Bearer test-token".to_string()); + + let mut metrics_headers = HashMap::new(); + metrics_headers.insert("X-API-Key".to_string(), "test-key".to_string()); + + let mut resource_attributes = HashMap::new(); + resource_attributes.insert("team".to_string(), "platform".to_string()); + resource_attributes.insert("region".to_string(), "us-west-2".to_string()); + + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::Otlp { + endpoint: "http://localhost:4317".to_string(), + headers: Some(log_headers), + }, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Prometheus { + endpoint: "http://localhost:9090/api/v1/write".to_string(), + headers: Some(metrics_headers), + }, + export_interval_seconds: Some(30), + headers: None, + }, + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 0.1, // Sample 10% + parent_based: true, + rate_limit: Some(100), + }, + resource: Some(ResourceConfig { + service_name: "jacs-test".to_string(), + service_version: Some("0.3.6".to_string()), + environment: Some("test".to_string()), + attributes: resource_attributes, + }), + }), + }; + + let result = init_observability(config); + assert!( + result.is_ok(), + "Full production config should initialize successfully" + ); + + // Test that only info+ level logs are processed (debug should be filtered out) + record_agent_operation("prod_test", "agent_prod_456", false, 200); + tracing::debug!("Debug message should be filtered out"); + tracing::info!("Info message should be included"); + tracing::warn!("Warning message should be included"); + + // Test tracing with sampling + for i in 0..50 { + record_agent_operation( + &format!("sampled_operation_{}", i), + "agent_sample", + true, + 50, + ); + } + + // Test metrics with tags + let mut tags = HashMap::new(); + tags.insert("config".to_string(), "full_production".to_string()); + tags.insert("service".to_string(), "jacs-test".to_string()); + tags.insert("version".to_string(), "0.3.6".to_string()); + + increment_counter("prod_config_test", 10, Some(tags.clone())); + set_gauge("prod_memory_usage", 1024.0, Some(tags.clone())); + record_histogram("prod_response_time", 250.5, Some(tags)); + + // Wait for async processing + std::thread::sleep(std::time::Duration::from_millis(1000)); + + // Note: OTLP and Prometheus endpoints won't be available in tests, + // but the configuration should be applied without panicking + println!("āœ“ Full production configuration test completed"); + println!(" - OTLP logs configured with auth headers"); + println!(" - Prometheus metrics configured with auth headers"); + println!(" - Tracing enabled with 10% sampling"); + println!(" - Resource attributes applied"); + println!(" - Export interval set to 30 seconds"); +} + +#[test] +#[serial] +fn test_minimal_dev_configuration_behavior() { + jacs::observability::force_reset_for_tests(); + + let temp_dir = TempDir::new().unwrap(); + let log_dir = temp_dir.path().join("dev_logs"); + + // Configuration 1: Minimal Development Config + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "debug".to_string(), // Should capture debug+ + destination: LogDestination::File { + path: log_dir.to_string_lossy().to_string(), + }, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Stdout, // Should not create files + export_interval_seconds: None, + headers: None, + }, + tracing: None, // Should not have tracing + }; + + let result = init_observability(config); + assert!(result.is_ok(), "Minimal dev config should initialize"); + + // Test log level behavior - debug level should capture everything + tracing::debug!("DEV_DEBUG_MESSAGE"); + tracing::info!("DEV_INFO_MESSAGE"); + tracing::warn!("DEV_WARN_MESSAGE"); + tracing::error!("DEV_ERROR_MESSAGE"); + + record_agent_operation("dev_operation", "dev_agent", true, 150); + + // Wait and flush + std::thread::sleep(std::time::Duration::from_millis(500)); + jacs::observability::reset_observability(); + std::thread::sleep(std::time::Duration::from_millis(500)); + + // Verify debug level captured ALL messages + let mut log_content = String::new(); + if log_dir.exists() { + for entry in fs::read_dir(&log_dir).unwrap() { + let entry = entry.unwrap(); + if entry.path().is_file() { + log_content.push_str(&fs::read_to_string(entry.path()).unwrap_or_default()); + } + } + } + + if !log_content.is_empty() { + // Verify ALL log levels appear (debug config should capture everything) + let has_debug = log_content.contains("DEV_DEBUG_MESSAGE"); + let has_info = log_content.contains("DEV_INFO_MESSAGE"); + let has_warn = log_content.contains("DEV_WARN_MESSAGE"); + let has_error = log_content.contains("DEV_ERROR_MESSAGE"); + let has_operation = log_content.contains("dev_operation") || log_content.contains("Agent"); + + println!("āœ“ Dev config log verification:"); + println!(" - Debug messages: {}", if has_debug { "āœ“" } else { "āœ—" }); + println!(" - Info messages: {}", if has_info { "āœ“" } else { "āœ—" }); + println!(" - Warn messages: {}", if has_warn { "āœ“" } else { "āœ—" }); + println!(" - Error messages: {}", if has_error { "āœ“" } else { "āœ—" }); + println!( + " - Operation logs: {}", + if has_operation { "āœ“" } else { "āœ—" } + ); + + // For debug level, we should see most/all messages + assert!( + has_info && has_warn && has_error, + "Debug level should capture info, warn, error" + ); + } else { + println!("āš  No log content found (global subscriber may be set)"); + } + + // Test metrics go to stdout (no files should be created in temp_dir for metrics) + let mut tags = HashMap::new(); + tags.insert("config_type".to_string(), "minimal_dev".to_string()); + increment_counter("dev_test_counter", 5, Some(tags)); + + // Verify no metrics files were created (stdout destination) + let metrics_files: Vec<_> = fs::read_dir(&temp_dir) + .unwrap() + .filter_map(|entry| entry.ok()) + .filter(|entry| { + entry.path().is_file() && entry.file_name().to_string_lossy().contains("metric") + }) + .collect(); + + assert!( + metrics_files.is_empty(), + "Stdout metrics shouldn't create files" + ); + println!("āœ“ Metrics correctly sent to stdout (no files created)"); +} + +#[test] +#[serial] +fn test_production_log_level_filtering() { + jacs::observability::force_reset_for_tests(); + + let temp_dir = TempDir::new().unwrap(); + let log_dir = temp_dir.path().join("prod_logs"); + + // Production config with INFO level (should filter out debug) + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), // Should filter out debug + destination: LogDestination::File { + path: log_dir.to_string_lossy().to_string(), + }, + headers: None, + }, + metrics: MetricsConfig { + enabled: false, + destination: MetricsDestination::Stdout, + export_interval_seconds: None, + headers: None, + }, + tracing: None, + }; + + let result = init_observability(config); + assert!(result.is_ok(), "Production config should initialize"); + + // Test that info level filters out debug but keeps info+ + tracing::debug!("PROD_DEBUG_SHOULD_BE_FILTERED"); + tracing::info!("PROD_INFO_SHOULD_APPEAR"); + tracing::warn!("PROD_WARN_SHOULD_APPEAR"); + tracing::error!("PROD_ERROR_SHOULD_APPEAR"); + + // Wait and flush + std::thread::sleep(std::time::Duration::from_millis(500)); + jacs::observability::reset_observability(); + std::thread::sleep(std::time::Duration::from_millis(500)); + + // Verify filtering actually worked + let mut log_content = String::new(); + if log_dir.exists() { + for entry in fs::read_dir(&log_dir).unwrap() { + let entry = entry.unwrap(); + if entry.path().is_file() { + log_content.push_str(&fs::read_to_string(entry.path()).unwrap_or_default()); + } + } + } + + if !log_content.is_empty() { + let has_debug = log_content.contains("PROD_DEBUG_SHOULD_BE_FILTERED"); + let has_info = log_content.contains("PROD_INFO_SHOULD_APPEAR"); + let has_warn = log_content.contains("PROD_WARN_SHOULD_APPEAR"); + let has_error = log_content.contains("PROD_ERROR_SHOULD_APPEAR"); + + println!("āœ“ Production log level filtering verification:"); + println!( + " - Debug filtered out: {}", + if !has_debug { + "āœ“" + } else { + "āœ— (unexpected)" + } + ); + println!(" - Info messages: {}", if has_info { "āœ“" } else { "āœ—" }); + println!(" - Warn messages: {}", if has_warn { "āœ“" } else { "āœ—" }); + println!(" - Error messages: {}", if has_error { "āœ“" } else { "āœ—" }); + + // Key test: debug should be filtered, others should appear + assert!(!has_debug, "Info level should filter out debug messages"); + assert!( + has_info && has_warn && has_error, + "Info level should include info, warn, error" + ); + + println!("āœ“ Log level filtering works correctly"); + } else { + println!("āš  No log content found (global subscriber may be set)"); + } +} + +#[test] +#[serial] +fn test_metrics_export_interval_timing() { + jacs::observability::force_reset_for_tests(); + + let temp_dir = TempDir::new().unwrap(); + let metrics_file = temp_dir.path().join("timed_metrics.txt"); + + // Config with short export interval for testing + let config = ObservabilityConfig { + logs: LogConfig { + enabled: false, + level: "info".to_string(), + destination: LogDestination::Null, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::File { + path: metrics_file.to_string_lossy().to_string(), + }, + export_interval_seconds: Some(1), // Export every 1 second + headers: None, + }, + tracing: None, + }; + + let result = init_observability(config); + assert!(result.is_ok(), "Timed metrics config should initialize"); + + // Record metrics and check timing + let start_time = std::time::Instant::now(); + + increment_counter("timing_test_counter", 1, None); + + // Wait for first export (should happen within ~1 second) + std::thread::sleep(std::time::Duration::from_millis(1200)); + + let first_check = metrics_file.exists() + && fs::read_to_string(&metrics_file) + .unwrap_or_default() + .contains("timing_test_counter"); + + // Record more metrics + increment_counter("timing_test_counter", 1, None); + + // Wait for another interval + std::thread::sleep(std::time::Duration::from_millis(1200)); + + let elapsed = start_time.elapsed(); + + if metrics_file.exists() { + let content = fs::read_to_string(&metrics_file).unwrap_or_default(); + let has_metrics = content.contains("timing_test_counter"); + + println!("āœ“ Export interval timing test:"); + println!(" - File created: {}", metrics_file.exists()); + println!(" - Contains metrics: {}", has_metrics); + println!(" - Elapsed time: {:?}", elapsed); + println!(" - First export: {}", first_check); + + assert!( + has_metrics, + "Metrics should be exported to file within interval" + ); + // We can't be too strict about timing in tests, but should be reasonable + assert!( + elapsed >= std::time::Duration::from_millis(1000), + "Should wait at least 1 second" + ); + assert!( + elapsed <= std::time::Duration::from_millis(5000), + "Should export within reasonable time" + ); + + println!("āœ“ Export interval appears to be working"); + } else { + println!("āš  Metrics file not created (recorder may already be set)"); + } +} + +#[test] +#[serial] +fn test_tracing_sampling_behavior() { + jacs::observability::force_reset_for_tests(); + + // Config with very low sampling rate + let config = ObservabilityConfig { + logs: LogConfig { + enabled: false, + level: "info".to_string(), + destination: LogDestination::Null, + headers: None, + }, + metrics: MetricsConfig { + enabled: false, + destination: MetricsDestination::Stdout, + export_interval_seconds: None, + headers: None, + }, + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 0.1, // 10% sampling + parent_based: false, + rate_limit: Some(5), // Max 5 per second + }, + resource: Some(ResourceConfig { + service_name: "sampling-test".to_string(), + service_version: Some("1.0.0".to_string()), + environment: Some("test".to_string()), + attributes: HashMap::new(), + }), + }), + }; + + let result = init_observability(config); + assert!(result.is_ok(), "Sampling config should initialize"); + + // Generate many operations to test sampling + println!("Generating 100 operations to test sampling..."); + for i in 0..100 { + record_agent_operation(&format!("sampling_test_{}", i), "test_agent", true, 50); + } + + // Wait for processing + std::thread::sleep(std::time::Duration::from_millis(500)); + + // We can't easily verify exact sampling numbers without internal access, + // but we can verify that: + // 1. The configuration was accepted + // 2. The system didn't crash + // 3. Operations completed (even if some were sampled out) + + println!("āœ“ Sampling configuration accepted and processing completed"); + println!(" - Generated 100 operations with 10% sampling"); + println!(" - Rate limit: 5 per second"); + println!(" - Resource config applied"); + + // In a real system, you'd need access to span data to verify actual sampling + // This test at least verifies the config is accepted and doesn't break anything +} + +#[test] +#[serial] +fn test_different_destinations_behavior() { + jacs::observability::force_reset_for_tests(); + + let temp_dir = TempDir::new().unwrap(); + let log_file = temp_dir.path().join("dest_test.log"); + let metrics_file = temp_dir.path().join("dest_metrics.txt"); + + // Test multiple destinations work as configured + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::File { + path: log_file.to_string_lossy().to_string(), + }, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::File { + path: metrics_file.to_string_lossy().to_string(), + }, + export_interval_seconds: Some(1), + headers: None, + }, + tracing: None, + }; + + let result = init_observability(config); + assert!(result.is_ok(), "Multi-destination config should initialize"); + + // Generate both logs and metrics + tracing::info!("DESTINATION_TEST_LOG_MESSAGE"); + record_agent_operation("dest_test", "test_agent", true, 100); + + let mut tags = HashMap::new(); + tags.insert("test_type".to_string(), "destination".to_string()); + increment_counter("destination_test_counter", 3, Some(tags)); + + // Wait for exports + std::thread::sleep(std::time::Duration::from_millis(1500)); + jacs::observability::reset_observability(); + std::thread::sleep(std::time::Duration::from_millis(500)); + + // Verify each destination received appropriate data + let log_exists = log_file.exists(); + let metrics_exists = metrics_file.exists(); + + let mut log_has_content = false; + let mut metrics_has_content = false; + + if log_exists { + let log_content = fs::read_to_string(&log_file).unwrap_or_default(); + log_has_content = log_content.contains("DESTINATION_TEST_LOG_MESSAGE") + || log_content.contains("dest_test"); + } + + if metrics_exists { + let metrics_content = fs::read_to_string(&metrics_file).unwrap_or_default(); + metrics_has_content = metrics_content.contains("destination_test_counter"); + } + + println!("āœ“ Destination behavior verification:"); + println!(" - Log file created: {}", log_exists); + println!(" - Log content correct: {}", log_has_content); + println!(" - Metrics file created: {}", metrics_exists); + println!(" - Metrics content correct: {}", metrics_has_content); + + // At least verify files are created (content verification depends on global state) + if log_exists { + println!("āœ“ Log destination working"); + } + if metrics_exists { + println!("āœ“ Metrics destination working"); + } +} From cb9c68b6e82c035716ae093d96799d6e511d65ee Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Mon, 9 Jun 2025 19:44:25 -0700 Subject: [PATCH 04/17] observability docs --- CHANGELOG.md | 6 +- jacs/README.md | 2 +- .../docs/jacsbook/src/design/observability.md | 297 ++++++++++++++++-- 3 files changed, 280 insertions(+), 25 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 48c7ce979..00147700d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -86,7 +86,7 @@ ### devex - +- [] add more feature flags for modular integrations - [] a2a integration - [] acp integration - [] add updates to book @@ -102,8 +102,8 @@ - [] PKI choice (dkim, ke) - [] private key bootstrapping with vault, kerberos - filesystem - [] api for easier integratios data processing - - [] add observability to configuration - - [] add more feature flags for integrations + - [x] add observability to configuration + - [] test centralized logging output without file output ### jacsmcp diff --git a/jacs/README.md b/jacs/README.md index 6bac9b761..e731dbf8d 100644 --- a/jacs/README.md +++ b/jacs/README.md @@ -12,7 +12,7 @@ ## Features -JACS provides middleware applicable to http, email, mpc (json-rpc), a2a, +JACS provides middleware applicable to http, email, mpc, a2a, - **Cryptographic Security**: RSA, Ed25519, and post-quantum algorithms - **JSON Schema Validation**: Enforced document structure diff --git a/jacs/docs/jacsbook/src/design/observability.md b/jacs/docs/jacsbook/src/design/observability.md index bf9991812..faac3f309 100644 --- a/jacs/docs/jacsbook/src/design/observability.md +++ b/jacs/docs/jacsbook/src/design/observability.md @@ -1,6 +1,6 @@ # JACS Observability Guide -The JACS library includes a comprehensive observability system built on `tracing` and `metrics` crates, providing structured logging and metrics collection for agent operations. +The JACS library includes a comprehensive observability system built on `tracing` and `metrics` crates, providing structured logging, metrics collection, and distributed tracing for agent operations. ## Quick Start @@ -22,16 +22,19 @@ fn main() -> Result<(), Box> { ``` This sets up: -- File-based logging at INFO level in `./logs/app.log.*` +- File-based logging at INFO level in `./logs/` - File-based metrics in `./metrics.txt` - 60-second metrics export interval +- Tracing disabled by default ### 2. Custom Configuration For more control, use custom configuration: ```rust -use jacs::{init_custom_observability, ObservabilityConfig, LogConfig, MetricsConfig, LogDestination, MetricsDestination}; +use jacs::{init_custom_observability, ObservabilityConfig, LogConfig, MetricsConfig, + TracingConfig, SamplingConfig, LogDestination, MetricsDestination}; +use std::collections::HashMap; let config = ObservabilityConfig { logs: LogConfig { @@ -40,19 +43,139 @@ let config = ObservabilityConfig { destination: LogDestination::File { path: "./custom_logs".to_string(), }, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Prometheus { endpoint: "http://localhost:9090".to_string(), + headers: None, }, export_interval_seconds: Some(30), + headers: None, }, + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 0.1, // Sample 10% of traces + parent_based: true, + rate_limit: Some(100), // Max 100 samples per second + }, + resource: None, + }), }; init_custom_observability(config)?; ``` +## Configuration Reference + +### ObservabilityConfig + +| Field | Type | Description | Default | +|-------|------|-------------|---------| +| `logs` | `LogConfig` | Logging configuration | See LogConfig defaults | +| `metrics` | `MetricsConfig` | Metrics configuration | See MetricsConfig defaults | +| `tracing` | `Option` | Distributed tracing configuration | `None` (disabled) | + +### LogConfig + +| Field | Type | Description | Default | +|-------|------|-------------|---------| +| `enabled` | `bool` | Enable/disable logging | `true` | +| `level` | `String` | Log level: "trace", "debug", "info", "warn", "error" | `"info"` | +| `destination` | `LogDestination` | Where to send logs | `LogDestination::Stderr` | +| `headers` | `Option>` | Additional headers for HTTP destinations | `None` | + +### MetricsConfig + +| Field | Type | Description | Default | +|-------|------|-------------|---------| +| `enabled` | `bool` | Enable/disable metrics | `false` | +| `destination` | `MetricsDestination` | Where to send metrics | `MetricsDestination::Stdout` | +| `export_interval_seconds` | `Option` | How often to export metrics | `None` | +| `headers` | `Option>` | Additional headers for HTTP destinations | `None` | + +### TracingConfig + +| Field | Type | Description | Default | +|-------|------|-------------|---------| +| `enabled` | `bool` | Enable/disable distributed tracing | Required | +| `sampling` | `SamplingConfig` | Sampling configuration | See SamplingConfig | +| `resource` | `Option` | Service resource information | `None` | + +### SamplingConfig + +| Field | Type | Description | Default | +|-------|------|-------------|---------| +| `ratio` | `f64` | Sampling ratio (0.0 to 1.0) | `1.0` (100%) | +| `parent_based` | `bool` | Use parent span sampling decision | `true` | +| `rate_limit` | `Option` | Maximum samples per second | `None` | + +### ResourceConfig + +| Field | Type | Description | +|-------|------|-------------| +| `service_name` | `String` | Name of the service | +| `service_version` | `Option` | Version of the service | +| `environment` | `Option` | Environment (dev, prod, etc.) | +| `attributes` | `HashMap` | Additional resource attributes | + +## Destinations + +### Log Destinations + +```rust +// Standard error output +LogDestination::Stderr + +// File-based logging with daily rotation +LogDestination::File { + path: "./logs".to_string() +} + +// OpenTelemetry Protocol (OTLP) with optional headers +LogDestination::Otlp { + endpoint: "http://jaeger:4317".to_string(), + headers: Some({ + let mut h = HashMap::new(); + h.insert("Authorization".to_string(), "Bearer token123".to_string()); + h + }), +} + +// Disable logging +LogDestination::Null +``` + +### Metrics Destinations + +```rust +// Standard output +MetricsDestination::Stdout + +// File export +MetricsDestination::File { + path: "./metrics.txt".to_string() +} + +// Prometheus with optional authentication +MetricsDestination::Prometheus { + endpoint: "http://prometheus:9090".to_string(), + headers: Some({ + let mut h = HashMap::new(); + h.insert("Authorization".to_string(), "Basic dXNlcjpwYXNz".to_string()); + h + }), +} + +// OpenTelemetry Protocol (OTLP) +MetricsDestination::Otlp { + endpoint: "http://otel-collector:4317".to_string(), + headers: None, +} +``` + ## Logging ### Standard Tracing Macros @@ -60,10 +183,11 @@ init_custom_observability(config)?; Use standard `tracing` macros for general application logging: ```rust -use tracing::{info, debug, warn, error}; +use tracing::{info, debug, warn, error, trace}; -info!("Agent operation completed successfully"); +trace!("Detailed debugging information"); debug!("Processing document: {}", document_id); +info!("Agent operation completed successfully"); warn!("Configuration value missing, using default"); error!("Failed to validate signature: {}", error); ``` @@ -112,23 +236,73 @@ set_gauge("memory_usage_bytes", 1024.0, Some(tags.clone())); record_histogram("response_time_ms", 123.4, Some(tags)); ``` -## Destinations +## Distributed Tracing -### Log Destinations +Enable distributed tracing to track requests across service boundaries: -- **File**: Logs to rotating daily files -- **Stderr**: Logs to standard error -- **OTLP**: Exports to OpenTelemetry Protocol endpoint -- **Null**: Disables logging +```rust +use jacs::{ObservabilityConfig, TracingConfig, SamplingConfig, ResourceConfig}; +use std::collections::HashMap; -### Metrics Destinations +let config = ObservabilityConfig { + logs: LogConfig::default(), + metrics: MetricsConfig::default(), + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 0.1, // Sample 10% of traces + parent_based: true, // Respect parent sampling decisions + rate_limit: Some(100), // Max 100 traces/second + }, + resource: Some(ResourceConfig { + service_name: "jacs-agent".to_string(), + service_version: Some("1.0.0".to_string()), + environment: Some("production".to_string()), + attributes: { + let mut attrs = HashMap::new(); + attrs.insert("team".to_string(), "platform".to_string()); + attrs + }, + }), + }), +}; +``` + +## Authentication & Headers + +For secure endpoints, use headers for authentication: + +```rust +use std::collections::HashMap; -- **File**: Exports metrics to text file -- **Prometheus**: Exports to Prometheus endpoint -- **OTLP**: Exports to OpenTelemetry Protocol endpoint -- **Stdout**: Prints metrics to standard output +// API Key authentication +let mut headers = HashMap::new(); +headers.insert("X-API-Key".to_string(), "your-api-key".to_string()); -## Example Configuration for Different Environments +// Bearer token authentication +let mut headers = HashMap::new(); +headers.insert("Authorization".to_string(), "Bearer your-jwt-token".to_string()); + +// Basic authentication +let mut headers = HashMap::new(); +headers.insert("Authorization".to_string(), "Basic dXNlcjpwYXNzd29yZA==".to_string()); + +// Use in configuration +let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::Otlp { + endpoint: "https://api.honeycomb.io/v1/traces".to_string(), + headers: Some(headers), + }, + headers: None, + }, + // ... rest of config +}; +``` + +## Example Configurations ### Development ```rust @@ -137,32 +311,57 @@ ObservabilityConfig { enabled: true, level: "debug".to_string(), destination: LogDestination::Stderr, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, }, + tracing: None, // Disabled for development } ``` -### Production +### Production with External Services ```rust ObservabilityConfig { logs: LogConfig { enabled: true, level: "info".to_string(), - destination: LogDestination::OTLP { + destination: LogDestination::Otlp { endpoint: "http://jaeger:4317".to_string(), + headers: Some({ + let mut h = HashMap::new(); + h.insert("Authorization".to_string(), "Bearer prod-token".to_string()); + h + }), }, + headers: None, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Prometheus { endpoint: "http://prometheus:9090".to_string(), + headers: None, }, export_interval_seconds: Some(60), + headers: None, }, + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 0.01, // 1% sampling in production + parent_based: true, + rate_limit: Some(1000), + }, + resource: Some(ResourceConfig { + service_name: "jacs-production".to_string(), + service_version: Some("2.1.0".to_string()), + environment: Some("production".to_string()), + attributes: HashMap::new(), + }), + }), } ``` @@ -175,12 +374,62 @@ ObservabilityConfig { destination: LogDestination::File { path: "./test_logs".to_string(), }, + headers: None, }, metrics: MetricsConfig { - enabled: false, + enabled: false, // Disable metrics in tests destination: MetricsDestination::Stdout, export_interval_seconds: None, + headers: None, + }, + tracing: None, // Usually disabled in unit tests +} +``` + +## Integration with Configuration Files + +Add observability to your `jacs.config.json`: + +```json +{ + "$schema": "https://hai.ai/schemas/jacs.config.schema.json", + "jacs_data_directory": "./jacs_data", + "observability": { + "logs": { + "enabled": true, + "level": "info", + "destination": { + "file": { + "path": "./logs" + } + } + }, + "metrics": { + "enabled": true, + "destination": { + "prometheus": { + "endpoint": "http://localhost:9090", + "headers": { + "Authorization": "Bearer your-token" + } + } + }, + "export_interval_seconds": 30 }, + "tracing": { + "enabled": true, + "sampling": { + "ratio": 0.1, + "parent_based": true, + "rate_limit": 100 + }, + "resource": { + "service_name": "my-jacs-service", + "service_version": "1.0.0", + "environment": "production" + } + } + } } ``` @@ -188,13 +437,17 @@ ObservabilityConfig { 1. **Initialize Early**: Call the initialization function as early as possible in your application 2. **Use Appropriate Log Levels**: - - `error!` for actual errors + - `error!` for actual errors that need attention - `warn!` for concerning but non-fatal issues - `info!` for important application events - `debug!` for detailed diagnostic information + - `trace!` for very verbose debugging 3. **Include Context**: Add relevant context to your logs (agent IDs, operation types, etc.) 4. **Use Convenience Functions**: Prefer the domain-specific convenience functions for agent operations 5. **Tag Your Metrics**: Always include relevant tags for better filtering and aggregation +6. **Sample Traces in Production**: Use sampling to reduce overhead (1-10% is typical) +7. **Secure Your Endpoints**: Use headers for authentication when sending to external services +8. **Set Resource Information**: Properly identify your service in tracing data ## Troubleshooting @@ -202,6 +455,8 @@ ObservabilityConfig { - **File Permission Errors**: Ensure the application has write permissions to the log/metrics directories - **Missing Log Output**: Check that the log level is appropriate for your messages - **Empty Metrics File**: Ensure sufficient time has passed for the export interval, or call flush explicitly +- **Authentication Failures**: Verify your headers and credentials for external endpoints +- **High Overhead**: Reduce tracing sampling ratio or increase rate limits ## Run the Example From e0863f396eec7409cc81f81ca8d47f1c46e2470c Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Mon, 9 Jun 2025 23:50:25 -0700 Subject: [PATCH 05/17] improve readme --- CHANGELOG.md | 2 +- README.md | 3 +++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 00147700d..53e55bb73 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -35,7 +35,7 @@ ## 0.3.7 ### devrel -- [] github actions builder for auto deploy of versions +- [] github actions builder for auto build/deploy of platform specific versions ### jacsnpm diff --git a/README.md b/README.md index 95e7bb29a..92d465a3e 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,9 @@ Welcome to JACS (JSON Agent Communication Standard). JACS is used by agents to validate the source and identity of data. The data may be ephemeral, changing, or idempotent such as files, identities, logs, http requests. +JACS is for data provenance. JACS is a set of JSON Schema definitions that provide headers for cryptographic signatures. The library is used to wrap data in an JSON envelope that can be used in a variety of untrusted where contexts every new or modified payload (web request, email, document, etc) needs to be verified. + + Example uses: 1. A document is sitting on a server. Where did it come from? Who has access to it? From 61436f076d1fde9dc502de606c53306cd62a2b39 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 00:17:13 -0700 Subject: [PATCH 06/17] observability demo --- jacs/examples/observability/Dockerfile.jacs | 22 ++++ jacs/examples/observability/README.md | 4 + .../provisioning/datasources/datasources.yml | 18 +++ .../observability/config/loki-config.yaml | 52 ++++++++ .../config/otel-collector-config.yaml | 51 ++++++++ .../observability/config/prometheus.yml | 21 ++++ .../docker-compose.observability.yml | 116 ++++++++++++++++++ 7 files changed, 284 insertions(+) create mode 100644 jacs/examples/observability/Dockerfile.jacs create mode 100644 jacs/examples/observability/README.md create mode 100644 jacs/examples/observability/config/grafana/provisioning/datasources/datasources.yml create mode 100644 jacs/examples/observability/config/loki-config.yaml create mode 100644 jacs/examples/observability/config/otel-collector-config.yaml create mode 100644 jacs/examples/observability/config/prometheus.yml create mode 100644 jacs/examples/observability/docker-compose.observability.yml diff --git a/jacs/examples/observability/Dockerfile.jacs b/jacs/examples/observability/Dockerfile.jacs new file mode 100644 index 000000000..289e72c3f --- /dev/null +++ b/jacs/examples/observability/Dockerfile.jacs @@ -0,0 +1,22 @@ +FROM rust:1.75 as builder + +WORKDIR /app +COPY JACS/ ./ +RUN cargo build --release --example observability_demo + +FROM debian:bookworm-slim + +RUN apt-get update && apt-get install -y \ + ca-certificates \ + && rm -rf /var/lib/apt/lists/* + +WORKDIR /app +COPY --from=builder /app/target/release/examples/observability_demo ./jacs-demo +COPY --from=builder /app/examples/ ./examples/ + +# Create directories for logs and metrics +RUN mkdir -p /app/logs /app/metrics /app/data /app/keys + +EXPOSE 8080 + +CMD ["./jacs-demo"] diff --git a/jacs/examples/observability/README.md b/jacs/examples/observability/README.md new file mode 100644 index 000000000..d264a78b5 --- /dev/null +++ b/jacs/examples/observability/README.md @@ -0,0 +1,4 @@ + + + +docker compose -f docker-compose.observability.yml up -d \ No newline at end of file diff --git a/jacs/examples/observability/config/grafana/provisioning/datasources/datasources.yml b/jacs/examples/observability/config/grafana/provisioning/datasources/datasources.yml new file mode 100644 index 000000000..362655452 --- /dev/null +++ b/jacs/examples/observability/config/grafana/provisioning/datasources/datasources.yml @@ -0,0 +1,18 @@ +apiVersion: 1 + +datasources: + - name: Prometheus + type: prometheus + access: proxy + url: http://prometheus:9090 + isDefault: true + + - name: Jaeger + type: jaeger + access: proxy + url: http://jaeger:16686 + + - name: Loki + type: loki + access: proxy + url: http://loki:3100 diff --git a/jacs/examples/observability/config/loki-config.yaml b/jacs/examples/observability/config/loki-config.yaml new file mode 100644 index 000000000..63b9c05a9 --- /dev/null +++ b/jacs/examples/observability/config/loki-config.yaml @@ -0,0 +1,52 @@ +auth_enabled: false + +server: + http_listen_port: 3100 + grpc_listen_port: 9096 + +common: + path_prefix: /loki + storage: + filesystem: + chunks_directory: /loki/chunks + rules_directory: /loki/rules + replication_factor: 1 + ring: + instance_addr: 127.0.0.1 + kvstore: + store: inmemory + +query_range: + results_cache: + cache: + embedded_cache: + enabled: true + max_size_mb: 100 + +schema_config: + configs: + - from: 2020-10-24 + store: boltdb-shipper + object_store: filesystem + schema: v11 + index: + prefix: index_ + period: 24h + +ruler: + alertmanager_url: http://localhost:9093 + +limits_config: + reject_old_samples: true + reject_old_samples_max_age: 168h + +chunk_store_config: + max_look_back_period: 0s + +table_manager: + retention_deletes_enabled: false + retention_period: 0s + +compactor: + working_directory: /loki/boltdb-shipper-compactor + shared_store: filesystem diff --git a/jacs/examples/observability/config/otel-collector-config.yaml b/jacs/examples/observability/config/otel-collector-config.yaml new file mode 100644 index 000000000..5ada96984 --- /dev/null +++ b/jacs/examples/observability/config/otel-collector-config.yaml @@ -0,0 +1,51 @@ +receivers: + otlp: + protocols: + grpc: + endpoint: 0.0.0.0:4317 + http: + endpoint: 0.0.0.0:4318 + + prometheus: + config: + scrape_configs: + - job_name: 'jacs-agent' + static_configs: + - targets: ['jacs-agent:8080'] + +processors: + batch: + timeout: 1s + send_batch_size: 1024 + memory_limiter: + limit_mib: 512 + +exporters: + jaeger: + endpoint: jaeger:14250 + tls: + insecure: true + + prometheusremotewrite: + endpoint: "http://prometheus:9090/api/v1/write" + + loki: + endpoint: "http://loki:3100/loki/api/v1/push" + +service: + extensions: [health_check, pprof, zpages] + pipelines: + traces: + receivers: [otlp] + processors: [memory_limiter, batch] + exporters: [jaeger] + + metrics: + receivers: [otlp, prometheus] + processors: [memory_limiter, batch] + exporters: [prometheusremotewrite] + + logs: + receivers: [otlp] + processors: [memory_limiter, batch] + exporters: [loki] diff --git a/jacs/examples/observability/config/prometheus.yml b/jacs/examples/observability/config/prometheus.yml new file mode 100644 index 000000000..07a4473e8 --- /dev/null +++ b/jacs/examples/observability/config/prometheus.yml @@ -0,0 +1,21 @@ +global: + scrape_interval: 15s + evaluation_interval: 15s + +rule_files: + # - "first_rules.yml" + +scrape_configs: + - job_name: 'prometheus' + static_configs: + - targets: ['localhost:9090'] + + - job_name: 'jacs-agent' + static_configs: + - targets: ['jacs-agent:8080'] + scrape_interval: 5s + metrics_path: /metrics + + - job_name: 'otel-collector' + static_configs: + - targets: ['otel-collector:8888'] diff --git a/jacs/examples/observability/docker-compose.observability.yml b/jacs/examples/observability/docker-compose.observability.yml new file mode 100644 index 000000000..2acce6361 --- /dev/null +++ b/jacs/examples/observability/docker-compose.observability.yml @@ -0,0 +1,116 @@ +version: '3.8' + +networks: + observability: + driver: bridge + +volumes: + prometheus_data: + grafana_data: + loki_data: + jaeger_data: + +services: + # Jaeger - Distributed Tracing + jaeger: + image: jaegertracing/all-in-one:1.51 + container_name: jaeger + ports: + - "16686:16686" # Jaeger UI + - "14250:14250" # gRPC + - "14268:14268" # HTTP + - "6831:6831/udp" # UDP + - "6832:6832/udp" # UDP + environment: + - COLLECTOR_OTLP_ENABLED=true + networks: + - observability + + # OpenTelemetry Collector + otel-collector: + image: otel/opentelemetry-collector-contrib:0.91.0 + container_name: otel-collector + command: ["--config=/etc/otel-collector-config.yaml"] + volumes: + - ./config/otel-collector-config.yaml:/etc/otel-collector-config.yaml + ports: + - "1888:1888" # pprof extension + - "8888:8888" # Prometheus metrics + - "8889:8889" # Prometheus exporter metrics + - "13133:13133" # health_check extension + - "4317:4317" # OTLP gRPC receiver + - "4318:4318" # OTLP HTTP receiver + - "55679:55679" # zpages extension + depends_on: + - jaeger + - prometheus + - loki + networks: + - observability + + # Prometheus - Metrics + prometheus: + image: prom/prometheus:v2.48.0 + container_name: prometheus + ports: + - "9090:9090" + volumes: + - ./config/prometheus.yml:/etc/prometheus/prometheus.yml + - prometheus_data:/prometheus + command: + - '--config.file=/etc/prometheus/prometheus.yml' + - '--storage.tsdb.path=/prometheus' + - '--web.console.libraries=/etc/prometheus/console_libraries' + - '--web.console.templates=/etc/prometheus/consoles' + - '--storage.tsdb.retention.time=200h' + - '--web.enable-lifecycle' + networks: + - observability + + # Loki - Logs + loki: + image: grafana/loki:2.9.0 + container_name: loki + ports: + - "3100:3100" + volumes: + - ./config/loki-config.yaml:/etc/loki/local-config.yaml + - loki_data:/loki + command: -config.file=/etc/loki/local-config.yaml + networks: + - observability + + # Grafana - Visualization + grafana: + image: grafana/grafana:10.2.0 + container_name: grafana + ports: + - "3000:3000" + volumes: + - grafana_data:/var/lib/grafana + - ./config/grafana/provisioning:/etc/grafana/provisioning + - ./config/grafana/dashboards:/var/lib/grafana/dashboards + environment: + - GF_SECURITY_ADMIN_USER=admin + - GF_SECURITY_ADMIN_PASSWORD=admin + - GF_USERS_ALLOW_SIGN_UP=false + networks: + - observability + + # JACS Agent + jacs-agent: + build: + context: . + dockerfile: Dockerfile.jacs + container_name: jacs-agent + volumes: + - ./config/jacs.config.json:/app/jacs.config.json + - ./logs:/app/logs + - ./metrics:/app/metrics + environment: + - RUST_LOG=debug + depends_on: + - otel-collector + - prometheus + networks: + - observability From af1a5dd963d2437d359e6d65696fe2b7cdd6fa52 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 00:31:43 -0700 Subject: [PATCH 07/17] src --- jacs/examples/observability/Cargo.toml | 14 ++ jacs/examples/observability/Dockerfile.jacs | 24 ++- .../docker-compose.observability.yml | 6 +- jacs/examples/observability/run-local.sh | 17 ++ jacs/examples/observability/src/main.rs | 183 ++++++++++++++++++ jacs/examples/observability_server.rs | 172 ++++++++++++++++ 6 files changed, 406 insertions(+), 10 deletions(-) create mode 100644 jacs/examples/observability/Cargo.toml create mode 100755 jacs/examples/observability/run-local.sh create mode 100644 jacs/examples/observability/src/main.rs create mode 100644 jacs/examples/observability_server.rs diff --git a/jacs/examples/observability/Cargo.toml b/jacs/examples/observability/Cargo.toml new file mode 100644 index 000000000..6909bc5d1 --- /dev/null +++ b/jacs/examples/observability/Cargo.toml @@ -0,0 +1,14 @@ +[package] +name = "jacs-observability-demo" +version = "0.1.0" +edition = "2021" + +[dependencies] +jacs = { path = "../../" } +tracing = "0.1" +serde_json = "1.0" +chrono = { version = "0.4", features = ["serde"] } + +# Simple HTTP server without tokio +tiny_http = "0.12" +ctrlc = "3.2" diff --git a/jacs/examples/observability/Dockerfile.jacs b/jacs/examples/observability/Dockerfile.jacs index 289e72c3f..ddf7696ae 100644 --- a/jacs/examples/observability/Dockerfile.jacs +++ b/jacs/examples/observability/Dockerfile.jacs @@ -1,22 +1,32 @@ -FROM rust:1.75 as builder +# Multi-platform Dockerfile that works on Apple Silicon +FROM --platform=linux/amd64 rust:1.75 as builder WORKDIR /app -COPY JACS/ ./ -RUN cargo build --release --example observability_demo -FROM debian:bookworm-slim +# Copy the entire JACS project +COPY ../../ ./ + +# Build the observability demo from the examples/observability directory +WORKDIR /app/examples/observability +RUN cargo build --release + +FROM --platform=linux/amd64 debian:bookworm-slim RUN apt-get update && apt-get install -y \ ca-certificates \ && rm -rf /var/lib/apt/lists/* WORKDIR /app -COPY --from=builder /app/target/release/examples/observability_demo ./jacs-demo -COPY --from=builder /app/examples/ ./examples/ + +# Copy the built binary +COPY --from=builder /app/examples/observability/target/release/jacs-observability-demo ./jacs-agent # Create directories for logs and metrics RUN mkdir -p /app/logs /app/metrics /app/data /app/keys +# Copy the configuration +COPY jacs.config.json ./ + EXPOSE 8080 -CMD ["./jacs-demo"] +CMD ["./jacs-agent"] diff --git a/jacs/examples/observability/docker-compose.observability.yml b/jacs/examples/observability/docker-compose.observability.yml index 2acce6361..218c53739 100644 --- a/jacs/examples/observability/docker-compose.observability.yml +++ b/jacs/examples/observability/docker-compose.observability.yml @@ -8,7 +8,6 @@ volumes: prometheus_data: grafana_data: loki_data: - jaeger_data: services: # Jaeger - Distributed Tracing @@ -89,7 +88,6 @@ services: volumes: - grafana_data:/var/lib/grafana - ./config/grafana/provisioning:/etc/grafana/provisioning - - ./config/grafana/dashboards:/var/lib/grafana/dashboards environment: - GF_SECURITY_ADMIN_USER=admin - GF_SECURITY_ADMIN_PASSWORD=admin @@ -99,9 +97,12 @@ services: # JACS Agent jacs-agent: + platform: linux/amd64 # Force x86_64 to avoid ARM build issues build: context: . dockerfile: Dockerfile.jacs + platforms: + - linux/amd64 container_name: jacs-agent volumes: - ./config/jacs.config.json:/app/jacs.config.json @@ -110,7 +111,6 @@ services: environment: - RUST_LOG=debug depends_on: - - otel-collector - prometheus networks: - observability diff --git a/jacs/examples/observability/run-local.sh b/jacs/examples/observability/run-local.sh new file mode 100755 index 000000000..45a34bf64 --- /dev/null +++ b/jacs/examples/observability/run-local.sh @@ -0,0 +1,17 @@ +#!/bin/bash + +# Create directories +mkdir -p logs metrics + +# Set environment variable to help with dependency resolution +export JACS_AGENT_KEY_ALGORITHM=RSA-PSS + +echo "Starting JACS Observability Demo locally..." +echo "Logs will be written to: ./logs/" +echo "Metrics will be written to: ./metrics/" +echo "Health check available at: http://localhost:8080" +echo "" +echo "Press Ctrl+C to stop" + +# Run the demo +cargo run \ No newline at end of file diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs new file mode 100644 index 000000000..ba80e5045 --- /dev/null +++ b/jacs/examples/observability/src/main.rs @@ -0,0 +1,183 @@ +// Synchronous JACS agent for observability demonstration +use jacs::observability::convenience::{ + record_agent_operation, record_signature_verification, record_network_request, record_memory_usage +}; +use jacs::observability::{ + LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, + init_observability, +}; +use tracing::{debug, error, info, warn}; +use std::time::Duration; +use std::collections::HashMap; +use std::sync::Arc; +use std::sync::atomic::{AtomicBool, Ordering}; +use std::thread; + +fn main() -> Result<(), Box> { + println!("Starting JACS Observability Server..."); + + // Configure observability for local development + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "debug".to_string(), + destination: LogDestination::File { + path: "./logs".to_string(), + }, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::File { + path: "./metrics/metrics.txt".to_string(), + }, + export_interval_seconds: Some(15), + }, + tracing: None, + }; + + // Initialize observability + let _metrics_handle = init_observability(config)?; + + info!("JACS Observability Server started successfully"); + + // Create shutdown flag + let running = Arc::new(AtomicBool::new(true)); + let r = running.clone(); + + // Handle Ctrl+C + ctrlc::set_handler(move || { + println!("Received Ctrl+C, shutting down..."); + r.store(false, Ordering::SeqCst); + }).expect("Error setting Ctrl-C handler"); + + // Start HTTP server in background thread + let server_running = running.clone(); + let server_handle = thread::spawn(move || { + start_http_server(server_running); + }); + + // Start metrics generation loop + let metrics_running = running.clone(); + let metrics_handle = thread::spawn(move || { + observability_loop(metrics_running); + }); + + // Wait for shutdown signal + while running.load(Ordering::SeqCst) { + thread::sleep(Duration::from_millis(100)); + } + + println!("Shutting down gracefully..."); + + // Wait for threads to finish (they should exit when running becomes false) + let _ = server_handle.join(); + let _ = metrics_handle.join(); + + // Flush observability + jacs::observability::reset_observability(); + thread::sleep(Duration::from_millis(500)); + + println!("Server stopped."); + Ok(()) +} + +fn start_http_server(running: Arc) { + use tiny_http::{Server, Response, Header}; + + let server = Server::http("0.0.0.0:8080").unwrap(); + info!("HTTP server listening on http://0.0.0.0:8080"); + + for request in server.incoming_requests() { + if !running.load(Ordering::SeqCst) { + break; + } + + let response_body = r#"{"status":"healthy","service":"jacs-agent","timestamp":"}"#; + let response = Response::from_string(response_body) + .with_header(Header::from_bytes(&b"Content-Type"[..], &b"application/json"[..]).unwrap()); + + if let Err(e) = request.respond(response) { + error!("Failed to respond to HTTP request: {}", e); + } + + // Record the network request + record_network_request("/health", "GET", 200, 5); + } +} + +fn observability_loop(running: Arc) { + let mut counter = 0u64; + + while running.load(Ordering::SeqCst) { + counter += 1; + + // Simulate various agent operations + simulate_agent_operations(counter); + + // Wait 10 seconds before next iteration + thread::sleep(Duration::from_secs(10)); + } +} + +fn simulate_agent_operations(iteration: u64) { + info!("Running simulation iteration {}", iteration); + + // Simulate successful agent load operation + if iteration % 3 == 0 { + record_agent_operation("load_agent", &format!("agent_{}", iteration % 5), true, 150 + (iteration % 100)); + debug!("Simulated successful agent load"); + } + + // Simulate agent save operation (occasionally fails) + let save_success = iteration % 7 != 0; + record_agent_operation("save_agent", &format!("agent_{}", iteration % 3), save_success, 200 + (iteration % 50)); + + if save_success { + debug!("Simulated successful agent save"); + } else { + warn!("Simulated failed agent save"); + } + + // Simulate signature verification (occasionally fails) + let sig_success = iteration % 11 != 0; + let algorithms = ["RSA-PSS", "Ed25519", "ECDSA"]; + let algorithm = algorithms[(iteration % 3) as usize]; + record_signature_verification(&format!("agent_{}", iteration % 4), sig_success, algorithm); + + if sig_success { + debug!("Simulated successful signature verification with {}", algorithm); + } else { + error!("Simulated failed signature verification with {}", algorithm); + } + + // Simulate network requests + let status_codes = [200, 201, 400, 404, 500]; + let endpoints = ["/api/agents", "/api/documents", "/api/signatures"]; + let methods = ["GET", "POST", "PUT"]; + + let endpoint = endpoints[(iteration % 3) as usize]; + let method = methods[(iteration % 3) as usize]; + let status = status_codes[(iteration % 5) as usize]; + let duration = 50 + (iteration % 200); + + record_network_request(endpoint, method, status, duration); + info!("Simulated {} {} request to {} - Status: {}, Duration: {}ms", + method, endpoint, endpoint, status, duration); + + // Simulate memory usage + let components = ["agent_cache", "document_store", "key_manager"]; + for (i, component) in components.iter().enumerate() { + let base_memory = (i + 1) * 1024 * 1024; // Base memory per component + let variable_memory = (iteration % 512) * 1024; // Variable part + record_memory_usage(component, (base_memory as u64) + variable_memory); + } + + // Add some random events + if iteration % 20 == 0 { + warn!("Simulated periodic warning - high memory usage detected"); + } + + if iteration % 50 == 0 { + error!("Simulated rare error condition"); + } +} diff --git a/jacs/examples/observability_server.rs b/jacs/examples/observability_server.rs new file mode 100644 index 000000000..301a2e9cf --- /dev/null +++ b/jacs/examples/observability_server.rs @@ -0,0 +1,172 @@ +// Long-running JACS agent for observability demonstration +// Run with: cargo run --example observability_server + +use jacs::observability::convenience::{ + record_agent_operation, record_signature_verification, record_network_request, record_memory_usage +}; +use jacs::{LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig}; +use jacs::{init_custom_observability}; +use tracing::{debug, error, info, warn}; +use std::time::Duration; +use tokio::time; +use std::collections::HashMap; + +#[tokio::main] +async fn main() -> Result<(), Box> { + println!("Starting JACS Observability Server..."); + + // Configure observability to send data to OpenTelemetry Collector + let custom_config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "debug".to_string(), + destination: LogDestination::Otlp { + endpoint: "http://otel-collector:4318".to_string(), + headers: Some({ + let mut headers = HashMap::new(); + headers.insert("Content-Type".to_string(), "application/json".to_string()); + headers + }), + }, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Prometheus { + endpoint: "http://prometheus:9090".to_string(), + headers: None, + }, + export_interval_seconds: Some(15), + headers: None, + }, + tracing: None, + }; + + init_custom_observability(custom_config)?; + + info!("JACS Observability Server started successfully"); + + // Start a simple HTTP server for health checks and metrics endpoint + let server_handle = tokio::spawn(async { + start_http_server().await; + }); + + // Start the main observability loop + let metrics_handle = tokio::spawn(async { + observability_loop().await; + }); + + // Wait for both tasks + tokio::try_join!(server_handle, metrics_handle)?; + + Ok(()) +} + +async fn start_http_server() { + use std::net::SocketAddr; + use tokio::net::TcpListener; + use tokio::io::{AsyncReadExt, AsyncWriteExt}; + + let addr: SocketAddr = "0.0.0.0:8080".parse().unwrap(); + let listener = TcpListener::bind(addr).await.unwrap(); + + info!("HTTP server listening on {}", addr); + + loop { + match listener.accept().await { + Ok((mut stream, _)) => { + tokio::spawn(async move { + let mut buffer = [0; 1024]; + match stream.read(&mut buffer).await { + Ok(_) => { + let response = "HTTP/1.1 200 OK\r\n\r\n{\"status\":\"healthy\",\"service\":\"jacs-agent\"}"; + let _ = stream.write_all(response.as_bytes()).await; + } + Err(e) => { + error!("Failed to read from stream: {}", e); + } + } + }); + } + Err(e) => { + error!("Failed to accept connection: {}", e); + } + } + } +} + +async fn observability_loop() { + let mut counter = 0u64; + + loop { + counter += 1; + + // Simulate various agent operations + simulate_agent_operations(counter).await; + + // Wait 10 seconds before next iteration + time::sleep(Duration::from_secs(10)).await; + } +} + +async fn simulate_agent_operations(iteration: u64) { + info!("Running simulation iteration {}", iteration); + + // Simulate successful agent load operation + if iteration % 3 == 0 { + record_agent_operation("load_agent", &format!("agent_{}", iteration % 5), true, 150 + (iteration % 100)); + debug!("Simulated successful agent load"); + } + + // Simulate agent save operation (occasionally fails) + let save_success = iteration % 7 != 0; + record_agent_operation("save_agent", &format!("agent_{}", iteration % 3), save_success, 200 + (iteration % 50)); + + if save_success { + debug!("Simulated successful agent save"); + } else { + warn!("Simulated failed agent save"); + } + + // Simulate signature verification (occasionally fails) + let sig_success = iteration % 11 != 0; + let algorithms = ["RSA-PSS", "Ed25519", "ECDSA"]; + let algorithm = algorithms[(iteration % 3) as usize]; + record_signature_verification(&format!("agent_{}", iteration % 4), sig_success, algorithm); + + if sig_success { + debug!("Simulated successful signature verification with {}", algorithm); + } else { + error!("Simulated failed signature verification with {}", algorithm); + } + + // Simulate network requests + let status_codes = [200, 201, 400, 404, 500]; + let endpoints = ["/api/agents", "/api/documents", "/api/signatures"]; + let methods = ["GET", "POST", "PUT"]; + + let endpoint = endpoints[(iteration % 3) as usize]; + let method = methods[(iteration % 3) as usize]; + let status = status_codes[(iteration % 5) as usize]; + let duration = 50 + (iteration % 200); + + record_network_request(endpoint, method, status, duration); + info!("Simulated {} {} request to {} - Status: {}, Duration: {}ms", + method, endpoint, endpoint, status, duration); + + // Simulate memory usage + let components = ["agent_cache", "document_store", "key_manager"]; + for (i, component) in components.iter().enumerate() { + let base_memory = (i + 1) * 1024 * 1024; // Base memory per component + let variable_memory = (iteration % 512) * 1024; // Variable part + record_memory_usage(component, (base_memory as u64) + variable_memory); + } + + // Add some random events + if iteration % 20 == 0 { + warn!("Simulated periodic warning - high memory usage detected"); + } + + if iteration % 50 == 0 { + error!("Simulated rare error condition"); + } +} From c1dc5142afebd585b901e763182bd41c37b44325 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 00:48:33 -0700 Subject: [PATCH 08/17] working on observability demo --- jacs/examples/observability/Cargo.toml | 2 + jacs/examples/observability/Dockerfile.jacs | 32 ----------- jacs/examples/observability/README.md | 41 +++++++++++++- .../docker-compose.observability.yml | 21 +------ jacs/examples/observability/src/main.rs | 10 ++-- jacs/examples/observability_server.rs | 56 ++++++++++++------- 6 files changed, 85 insertions(+), 77 deletions(-) delete mode 100644 jacs/examples/observability/Dockerfile.jacs diff --git a/jacs/examples/observability/Cargo.toml b/jacs/examples/observability/Cargo.toml index 6909bc5d1..f13d6fda5 100644 --- a/jacs/examples/observability/Cargo.toml +++ b/jacs/examples/observability/Cargo.toml @@ -1,3 +1,5 @@ +[workspace] + [package] name = "jacs-observability-demo" version = "0.1.0" diff --git a/jacs/examples/observability/Dockerfile.jacs b/jacs/examples/observability/Dockerfile.jacs deleted file mode 100644 index ddf7696ae..000000000 --- a/jacs/examples/observability/Dockerfile.jacs +++ /dev/null @@ -1,32 +0,0 @@ -# Multi-platform Dockerfile that works on Apple Silicon -FROM --platform=linux/amd64 rust:1.75 as builder - -WORKDIR /app - -# Copy the entire JACS project -COPY ../../ ./ - -# Build the observability demo from the examples/observability directory -WORKDIR /app/examples/observability -RUN cargo build --release - -FROM --platform=linux/amd64 debian:bookworm-slim - -RUN apt-get update && apt-get install -y \ - ca-certificates \ - && rm -rf /var/lib/apt/lists/* - -WORKDIR /app - -# Copy the built binary -COPY --from=builder /app/examples/observability/target/release/jacs-observability-demo ./jacs-agent - -# Create directories for logs and metrics -RUN mkdir -p /app/logs /app/metrics /app/data /app/keys - -# Copy the configuration -COPY jacs.config.json ./ - -EXPOSE 8080 - -CMD ["./jacs-agent"] diff --git a/jacs/examples/observability/README.md b/jacs/examples/observability/README.md index d264a78b5..3741a1491 100644 --- a/jacs/examples/observability/README.md +++ b/jacs/examples/observability/README.md @@ -1,4 +1,43 @@ -docker compose -f docker-compose.observability.yml up -d \ No newline at end of file + docker compose -f docker-compose.observability.yml up -d + cargo run + + +Observability section + + "observability": { + "logs": { + "enabled": true, + "level": "debug", + "destination": { + "type": "otlp", + "endpoint": "http://otel-collector:4318", + "headers": { + "Content-Type": "application/json" + } + } + }, + "metrics": { + "enabled": true, + "destination": { + "type": "prometheus", + "endpoint": "http://prometheus:9090", + "headers": {} + }, + "export_interval_seconds": 15 + }, + "tracing": { + "enabled": true, + "sampling": { + "ratio": 1.0, + "parent_based": true + }, + "resource": { + "service_name": "jacs-agent", + "service_version": "1.0.0", + "environment": "development" + } + } + } \ No newline at end of file diff --git a/jacs/examples/observability/docker-compose.observability.yml b/jacs/examples/observability/docker-compose.observability.yml index 218c53739..0cbf2fc02 100644 --- a/jacs/examples/observability/docker-compose.observability.yml +++ b/jacs/examples/observability/docker-compose.observability.yml @@ -94,23 +94,4 @@ services: - GF_USERS_ALLOW_SIGN_UP=false networks: - observability - - # JACS Agent - jacs-agent: - platform: linux/amd64 # Force x86_64 to avoid ARM build issues - build: - context: . - dockerfile: Dockerfile.jacs - platforms: - - linux/amd64 - container_name: jacs-agent - volumes: - - ./config/jacs.config.json:/app/jacs.config.json - - ./logs:/app/logs - - ./metrics:/app/metrics - environment: - - RUST_LOG=debug - depends_on: - - prometheus - networks: - - observability + diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index ba80e5045..8c0cfd840 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -20,17 +20,19 @@ fn main() -> Result<(), Box> { let config = ObservabilityConfig { logs: LogConfig { enabled: true, - level: "debug".to_string(), + level: "info".to_string(), destination: LogDestination::File { path: "./logs".to_string(), + headers: None, }, }, metrics: MetricsConfig { enabled: true, destination: MetricsDestination::File { - path: "./metrics/metrics.txt".to_string(), + path: "./metrics.txt".to_string(), + headers: None, }, - export_interval_seconds: Some(15), + export_interval_seconds: Some(10), }, tracing: None, }; @@ -115,7 +117,7 @@ fn observability_loop(running: Arc) { simulate_agent_operations(counter); // Wait 10 seconds before next iteration - thread::sleep(Duration::from_secs(10)); + thread::sleep(Duration::from_secs(5)); } } diff --git a/jacs/examples/observability_server.rs b/jacs/examples/observability_server.rs index 301a2e9cf..cdc9822f3 100644 --- a/jacs/examples/observability_server.rs +++ b/jacs/examples/observability_server.rs @@ -1,15 +1,16 @@ // Long-running JACS agent for observability demonstration // Run with: cargo run --example observability_server +use jacs::init_custom_observability; use jacs::observability::convenience::{ - record_agent_operation, record_signature_verification, record_network_request, record_memory_usage + record_agent_operation, record_memory_usage, record_network_request, + record_signature_verification, }; use jacs::{LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig}; -use jacs::{init_custom_observability}; -use tracing::{debug, error, info, warn}; +use std::collections::HashMap; use std::time::Duration; use tokio::time; -use std::collections::HashMap; +use tracing::{debug, error, info, warn}; #[tokio::main] async fn main() -> Result<(), Box> { @@ -42,7 +43,7 @@ async fn main() -> Result<(), Box> { }; init_custom_observability(custom_config)?; - + info!("JACS Observability Server started successfully"); // Start a simple HTTP server for health checks and metrics endpoint @@ -63,12 +64,12 @@ async fn main() -> Result<(), Box> { async fn start_http_server() { use std::net::SocketAddr; - use tokio::net::TcpListener; use tokio::io::{AsyncReadExt, AsyncWriteExt}; + use tokio::net::TcpListener; let addr: SocketAddr = "0.0.0.0:8080".parse().unwrap(); let listener = TcpListener::bind(addr).await.unwrap(); - + info!("HTTP server listening on {}", addr); loop { @@ -96,13 +97,13 @@ async fn start_http_server() { async fn observability_loop() { let mut counter = 0u64; - + loop { counter += 1; - + // Simulate various agent operations simulate_agent_operations(counter).await; - + // Wait 10 seconds before next iteration time::sleep(Duration::from_secs(10)).await; } @@ -113,14 +114,24 @@ async fn simulate_agent_operations(iteration: u64) { // Simulate successful agent load operation if iteration % 3 == 0 { - record_agent_operation("load_agent", &format!("agent_{}", iteration % 5), true, 150 + (iteration % 100)); + record_agent_operation( + "load_agent", + &format!("agent_{}", iteration % 5), + true, + 150 + (iteration % 100), + ); debug!("Simulated successful agent load"); } // Simulate agent save operation (occasionally fails) let save_success = iteration % 7 != 0; - record_agent_operation("save_agent", &format!("agent_{}", iteration % 3), save_success, 200 + (iteration % 50)); - + record_agent_operation( + "save_agent", + &format!("agent_{}", iteration % 3), + save_success, + 200 + (iteration % 50), + ); + if save_success { debug!("Simulated successful agent save"); } else { @@ -132,9 +143,12 @@ async fn simulate_agent_operations(iteration: u64) { let algorithms = ["RSA-PSS", "Ed25519", "ECDSA"]; let algorithm = algorithms[(iteration % 3) as usize]; record_signature_verification(&format!("agent_{}", iteration % 4), sig_success, algorithm); - + if sig_success { - debug!("Simulated successful signature verification with {}", algorithm); + debug!( + "Simulated successful signature verification with {}", + algorithm + ); } else { error!("Simulated failed signature verification with {}", algorithm); } @@ -143,15 +157,17 @@ async fn simulate_agent_operations(iteration: u64) { let status_codes = [200, 201, 400, 404, 500]; let endpoints = ["/api/agents", "/api/documents", "/api/signatures"]; let methods = ["GET", "POST", "PUT"]; - + let endpoint = endpoints[(iteration % 3) as usize]; let method = methods[(iteration % 3) as usize]; let status = status_codes[(iteration % 5) as usize]; let duration = 50 + (iteration % 200); - + record_network_request(endpoint, method, status, duration); - info!("Simulated {} {} request to {} - Status: {}, Duration: {}ms", - method, endpoint, endpoint, status, duration); + info!( + "Simulated {} {} request to {} - Status: {}, Duration: {}ms", + method, endpoint, endpoint, status, duration + ); // Simulate memory usage let components = ["agent_cache", "document_store", "key_manager"]; @@ -165,7 +181,7 @@ async fn simulate_agent_operations(iteration: u64) { if iteration % 20 == 0 { warn!("Simulated periodic warning - high memory usage detected"); } - + if iteration % 50 == 0 { error!("Simulated rare error condition"); } From 6141e91caea7d60ff74f66caafbce0786ba463e9 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 01:00:55 -0700 Subject: [PATCH 09/17] demo script --- jacs/examples/observability/logs/empty | 0 jacs/examples/observability/metrics/empty | 0 jacs/examples/observability/src/main.rs | 68 +++----- jacs/examples/observability_server.rs | 188 ---------------------- 4 files changed, 18 insertions(+), 238 deletions(-) create mode 100644 jacs/examples/observability/logs/empty create mode 100644 jacs/examples/observability/metrics/empty delete mode 100644 jacs/examples/observability_server.rs diff --git a/jacs/examples/observability/logs/empty b/jacs/examples/observability/logs/empty new file mode 100644 index 000000000..e69de29bb diff --git a/jacs/examples/observability/metrics/empty b/jacs/examples/observability/metrics/empty new file mode 100644 index 000000000..e69de29bb diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index 8c0cfd840..5b54292cf 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -14,72 +14,40 @@ use std::sync::atomic::{AtomicBool, Ordering}; use std::thread; fn main() -> Result<(), Box> { - println!("Starting JACS Observability Server..."); + println!("Starting JACS Observability Demo..."); - // Configure observability for local development let config = ObservabilityConfig { logs: LogConfig { enabled: true, level: "info".to_string(), - destination: LogDestination::File { - path: "./logs".to_string(), - headers: None, - }, + destination: LogDestination::File { path: "./logs".to_string() }, + headers: None, }, metrics: MetricsConfig { enabled: true, - destination: MetricsDestination::File { - path: "./metrics.txt".to_string(), - headers: None, - }, - export_interval_seconds: Some(10), + destination: MetricsDestination::Stdout, + export_interval_seconds: Some(1), + headers: None, }, tracing: None, }; - // Initialize observability - let _metrics_handle = init_observability(config)?; - - info!("JACS Observability Server started successfully"); - - // Create shutdown flag - let running = Arc::new(AtomicBool::new(true)); - let r = running.clone(); - - // Handle Ctrl+C - ctrlc::set_handler(move || { - println!("Received Ctrl+C, shutting down..."); - r.store(false, Ordering::SeqCst); - }).expect("Error setting Ctrl-C handler"); - - // Start HTTP server in background thread - let server_running = running.clone(); - let server_handle = thread::spawn(move || { - start_http_server(server_running); - }); - - // Start metrics generation loop - let metrics_running = running.clone(); - let metrics_handle = thread::spawn(move || { - observability_loop(metrics_running); - }); - - // Wait for shutdown signal - while running.load(Ordering::SeqCst) { - thread::sleep(Duration::from_millis(100)); - } + init_observability(config)?; - println!("Shutting down gracefully..."); - - // Wait for threads to finish (they should exit when running becomes false) - let _ = server_handle.join(); - let _ = metrics_handle.join(); + // Generate sample data + for i in 1..=10 { + record_agent_operation("test_op", &format!("agent_{}", i % 3), i % 5 != 0, 100 + i % 200); + record_signature_verification(&format!("agent_{}", i % 3), i % 7 != 0, "RSA-PSS"); + + println!("Generated sample {} of 10", i); + thread::sleep(Duration::from_secs(2)); + } - // Flush observability + println!("Flushing observability data..."); jacs::observability::reset_observability(); - thread::sleep(Duration::from_millis(500)); + thread::sleep(Duration::from_secs(2)); - println!("Server stopped."); + println!("Demo complete! Check ./logs/ and ./metrics.txt"); Ok(()) } diff --git a/jacs/examples/observability_server.rs b/jacs/examples/observability_server.rs deleted file mode 100644 index cdc9822f3..000000000 --- a/jacs/examples/observability_server.rs +++ /dev/null @@ -1,188 +0,0 @@ -// Long-running JACS agent for observability demonstration -// Run with: cargo run --example observability_server - -use jacs::init_custom_observability; -use jacs::observability::convenience::{ - record_agent_operation, record_memory_usage, record_network_request, - record_signature_verification, -}; -use jacs::{LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig}; -use std::collections::HashMap; -use std::time::Duration; -use tokio::time; -use tracing::{debug, error, info, warn}; - -#[tokio::main] -async fn main() -> Result<(), Box> { - println!("Starting JACS Observability Server..."); - - // Configure observability to send data to OpenTelemetry Collector - let custom_config = ObservabilityConfig { - logs: LogConfig { - enabled: true, - level: "debug".to_string(), - destination: LogDestination::Otlp { - endpoint: "http://otel-collector:4318".to_string(), - headers: Some({ - let mut headers = HashMap::new(); - headers.insert("Content-Type".to_string(), "application/json".to_string()); - headers - }), - }, - }, - metrics: MetricsConfig { - enabled: true, - destination: MetricsDestination::Prometheus { - endpoint: "http://prometheus:9090".to_string(), - headers: None, - }, - export_interval_seconds: Some(15), - headers: None, - }, - tracing: None, - }; - - init_custom_observability(custom_config)?; - - info!("JACS Observability Server started successfully"); - - // Start a simple HTTP server for health checks and metrics endpoint - let server_handle = tokio::spawn(async { - start_http_server().await; - }); - - // Start the main observability loop - let metrics_handle = tokio::spawn(async { - observability_loop().await; - }); - - // Wait for both tasks - tokio::try_join!(server_handle, metrics_handle)?; - - Ok(()) -} - -async fn start_http_server() { - use std::net::SocketAddr; - use tokio::io::{AsyncReadExt, AsyncWriteExt}; - use tokio::net::TcpListener; - - let addr: SocketAddr = "0.0.0.0:8080".parse().unwrap(); - let listener = TcpListener::bind(addr).await.unwrap(); - - info!("HTTP server listening on {}", addr); - - loop { - match listener.accept().await { - Ok((mut stream, _)) => { - tokio::spawn(async move { - let mut buffer = [0; 1024]; - match stream.read(&mut buffer).await { - Ok(_) => { - let response = "HTTP/1.1 200 OK\r\n\r\n{\"status\":\"healthy\",\"service\":\"jacs-agent\"}"; - let _ = stream.write_all(response.as_bytes()).await; - } - Err(e) => { - error!("Failed to read from stream: {}", e); - } - } - }); - } - Err(e) => { - error!("Failed to accept connection: {}", e); - } - } - } -} - -async fn observability_loop() { - let mut counter = 0u64; - - loop { - counter += 1; - - // Simulate various agent operations - simulate_agent_operations(counter).await; - - // Wait 10 seconds before next iteration - time::sleep(Duration::from_secs(10)).await; - } -} - -async fn simulate_agent_operations(iteration: u64) { - info!("Running simulation iteration {}", iteration); - - // Simulate successful agent load operation - if iteration % 3 == 0 { - record_agent_operation( - "load_agent", - &format!("agent_{}", iteration % 5), - true, - 150 + (iteration % 100), - ); - debug!("Simulated successful agent load"); - } - - // Simulate agent save operation (occasionally fails) - let save_success = iteration % 7 != 0; - record_agent_operation( - "save_agent", - &format!("agent_{}", iteration % 3), - save_success, - 200 + (iteration % 50), - ); - - if save_success { - debug!("Simulated successful agent save"); - } else { - warn!("Simulated failed agent save"); - } - - // Simulate signature verification (occasionally fails) - let sig_success = iteration % 11 != 0; - let algorithms = ["RSA-PSS", "Ed25519", "ECDSA"]; - let algorithm = algorithms[(iteration % 3) as usize]; - record_signature_verification(&format!("agent_{}", iteration % 4), sig_success, algorithm); - - if sig_success { - debug!( - "Simulated successful signature verification with {}", - algorithm - ); - } else { - error!("Simulated failed signature verification with {}", algorithm); - } - - // Simulate network requests - let status_codes = [200, 201, 400, 404, 500]; - let endpoints = ["/api/agents", "/api/documents", "/api/signatures"]; - let methods = ["GET", "POST", "PUT"]; - - let endpoint = endpoints[(iteration % 3) as usize]; - let method = methods[(iteration % 3) as usize]; - let status = status_codes[(iteration % 5) as usize]; - let duration = 50 + (iteration % 200); - - record_network_request(endpoint, method, status, duration); - info!( - "Simulated {} {} request to {} - Status: {}, Duration: {}ms", - method, endpoint, endpoint, status, duration - ); - - // Simulate memory usage - let components = ["agent_cache", "document_store", "key_manager"]; - for (i, component) in components.iter().enumerate() { - let base_memory = (i + 1) * 1024 * 1024; // Base memory per component - let variable_memory = (iteration % 512) * 1024; // Variable part - record_memory_usage(component, (base_memory as u64) + variable_memory); - } - - // Add some random events - if iteration % 20 == 0 { - warn!("Simulated periodic warning - high memory usage detected"); - } - - if iteration % 50 == 0 { - error!("Simulated rare error condition"); - } -} From ce08700e48f84a09ff37da1469c241051812c9c9 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 01:09:15 -0700 Subject: [PATCH 10/17] run metrics --- jacs/examples/observability/.gitignore | 2 + jacs/examples/observability/Dockerfile.jacs | 29 +++++++ .../docker-compose.observability.yml | 13 ++++ jacs/examples/observability/src/main.rs | 75 ++++++++++++++----- 4 files changed, 101 insertions(+), 18 deletions(-) create mode 100644 jacs/examples/observability/.gitignore create mode 100644 jacs/examples/observability/Dockerfile.jacs diff --git a/jacs/examples/observability/.gitignore b/jacs/examples/observability/.gitignore new file mode 100644 index 000000000..35c30ed2e --- /dev/null +++ b/jacs/examples/observability/.gitignore @@ -0,0 +1,2 @@ +logs/* +metrics/* \ No newline at end of file diff --git a/jacs/examples/observability/Dockerfile.jacs b/jacs/examples/observability/Dockerfile.jacs new file mode 100644 index 000000000..4d5b76214 --- /dev/null +++ b/jacs/examples/observability/Dockerfile.jacs @@ -0,0 +1,29 @@ +FROM --platform=linux/amd64 rust:1.75 as builder + +WORKDIR /app +COPY ../../ ./ +WORKDIR /app/examples/observability +RUN cargo build --release + +FROM --platform=linux/amd64 debian:bookworm-slim + +RUN apt-get update && apt-get install -y ca-certificates && rm -rf /var/lib/apt/lists/* + +WORKDIR /app +COPY --from=builder /app/examples/observability/target/release/jacs-observability-demo ./jacs-agent + +# Create required directories +RUN mkdir -p /app/logs /app/metrics /app/jacs_data /app/jacs_keys + +# Set required environment variables for JACS +ENV JACS_USE_SECURITY=false +ENV JACS_DATA_DIRECTORY=/app/jacs_data +ENV JACS_KEY_DIRECTORY=/app/jacs_keys +ENV JACS_AGENT_PRIVATE_KEY_FILENAME=rsa_pss_private.pem +ENV JACS_AGENT_PUBLIC_KEY_FILENAME=rsa_pss_public.pem +ENV JACS_AGENT_KEY_ALGORITHM=RSA-PSS +ENV JACS_DEFAULT_STORAGE=fs +ENV JACS_AGENT_ID_AND_VERSION=demo-agent:demo-version +ENV DOCKER_MODE=true + +CMD ["./jacs-agent"] diff --git a/jacs/examples/observability/docker-compose.observability.yml b/jacs/examples/observability/docker-compose.observability.yml index 0cbf2fc02..af1ceae75 100644 --- a/jacs/examples/observability/docker-compose.observability.yml +++ b/jacs/examples/observability/docker-compose.observability.yml @@ -94,4 +94,17 @@ services: - GF_USERS_ALLOW_SIGN_UP=false networks: - observability + + # JACS Agent - Data Generator + jacs-agent: + platform: linux/amd64 + build: + context: . + dockerfile: Dockerfile.jacs + container_name: jacs-agent + depends_on: + - otel-collector + - prometheus + networks: + - observability diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index 5b54292cf..1d51dcf39 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -16,38 +16,77 @@ use std::thread; fn main() -> Result<(), Box> { println!("Starting JACS Observability Demo..."); - let config = ObservabilityConfig { - logs: LogConfig { - enabled: true, - level: "info".to_string(), - destination: LogDestination::File { path: "./logs".to_string() }, - headers: None, - }, - metrics: MetricsConfig { - enabled: true, - destination: MetricsDestination::Stdout, - export_interval_seconds: Some(1), - headers: None, - }, - tracing: None, + // Create directories + std::fs::create_dir_all("./logs")?; + std::fs::create_dir_all("./metrics")?; + + // For Docker: send to Prometheus and OTLP + // For local testing: use File destinations + let config = if std::env::var("DOCKER_MODE").is_ok() { + ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::Otlp { + endpoint: "http://otel-collector:4318".to_string(), + headers: None, + }, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Prometheus { + endpoint: "http://prometheus:9090".to_string(), + headers: None, + }, + export_interval_seconds: Some(5), + headers: None, + }, + tracing: None, + } + } else { + // Local mode - use files so we can see output + ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::File { path: "./logs".to_string() }, + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::File { path: "./metrics/metrics.txt".to_string() }, + export_interval_seconds: Some(2), + headers: None, + }, + tracing: None, + } }; init_observability(config)?; // Generate sample data - for i in 1..=10 { + for i in 1u64..=20u64 { record_agent_operation("test_op", &format!("agent_{}", i % 3), i % 5 != 0, 100 + i % 200); record_signature_verification(&format!("agent_{}", i % 3), i % 7 != 0, "RSA-PSS"); - println!("Generated sample {} of 10", i); - thread::sleep(Duration::from_secs(2)); + // Add some variety + if i % 3 == 0 { + record_agent_operation("load_agent", &format!("agent_{}", i % 4), true, 50 + i % 100); + } + if i % 4 == 0 { + record_signature_verification(&format!("agent_{}", i % 2), false, "Ed25519"); + } + + println!("Generated sample {} - agent operations and signatures", i); + thread::sleep(Duration::from_millis(1000)); } println!("Flushing observability data..."); jacs::observability::reset_observability(); thread::sleep(Duration::from_secs(2)); + println!("Demo complete! Check ./logs/ and ./metrics/metrics.txt"); - println!("Demo complete! Check ./logs/ and ./metrics.txt"); Ok(()) } From e18d54ebf44a6f64f8071015251587b21cfc2fba Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 01:18:18 -0700 Subject: [PATCH 11/17] test inhacenment --- jacs/examples/observability/Dockerfile.jacs | 24 ++--- jacs/examples/observability/README.md | 30 +++++- .../docker-compose.observability.yml | 4 +- jacs/examples/observability/src/main.rs | 92 ++++++++++++++----- 4 files changed, 107 insertions(+), 43 deletions(-) diff --git a/jacs/examples/observability/Dockerfile.jacs b/jacs/examples/observability/Dockerfile.jacs index 4d5b76214..73d6c3163 100644 --- a/jacs/examples/observability/Dockerfile.jacs +++ b/jacs/examples/observability/Dockerfile.jacs @@ -1,29 +1,23 @@ FROM --platform=linux/amd64 rust:1.75 as builder WORKDIR /app -COPY ../../ ./ +# Copy the entire workspace from the right context +COPY ../../ . + +# Build the observability demo WORKDIR /app/examples/observability RUN cargo build --release FROM --platform=linux/amd64 debian:bookworm-slim -RUN apt-get update && apt-get install -y ca-certificates && rm -rf /var/lib/apt/lists/* +RUN apt-get update && apt-get install -y \ + ca-certificates \ + && rm -rf /var/lib/apt/lists/* WORKDIR /app COPY --from=builder /app/examples/observability/target/release/jacs-observability-demo ./jacs-agent -# Create required directories -RUN mkdir -p /app/logs /app/metrics /app/jacs_data /app/jacs_keys - -# Set required environment variables for JACS -ENV JACS_USE_SECURITY=false -ENV JACS_DATA_DIRECTORY=/app/jacs_data -ENV JACS_KEY_DIRECTORY=/app/jacs_keys -ENV JACS_AGENT_PRIVATE_KEY_FILENAME=rsa_pss_private.pem -ENV JACS_AGENT_PUBLIC_KEY_FILENAME=rsa_pss_public.pem -ENV JACS_AGENT_KEY_ALGORITHM=RSA-PSS -ENV JACS_DEFAULT_STORAGE=fs -ENV JACS_AGENT_ID_AND_VERSION=demo-agent:demo-version -ENV DOCKER_MODE=true +# Set environment to Docker mode +ENV DOCKER_MODE=1 CMD ["./jacs-agent"] diff --git a/jacs/examples/observability/README.md b/jacs/examples/observability/README.md index 3741a1491..7bf79a962 100644 --- a/jacs/examples/observability/README.md +++ b/jacs/examples/observability/README.md @@ -1,9 +1,35 @@ +# JACS Observability Demo +Run the observability stack: +```bash +docker compose -f docker-compose.observability.yml up -d +``` - docker compose -f docker-compose.observability.yml up -d - cargo run +## Access the Services +- **Grafana Dashboard**: http://localhost:3000 (admin/admin) +- **Prometheus**: http://localhost:9090 +- **Jaeger Tracing**: http://localhost:16686 +- **Loki Logs**: http://localhost:3100 +- **OpenTelemetry Collector**: http://localhost:8888 (metrics) + +## Local Testing + +Run locally without Docker: +```bash +cargo run +``` + +This will create `./logs/` and `./metrics/metrics.txt` files locally. + +## Configuration + +The observability configuration uses: +- Docker mode: sends to OTLP collector and Prometheus +- Local mode: writes to local files + +Set `DOCKER_MODE=1` environment variable to use Docker endpoints. Observability section diff --git a/jacs/examples/observability/docker-compose.observability.yml b/jacs/examples/observability/docker-compose.observability.yml index af1ceae75..f7549dfb3 100644 --- a/jacs/examples/observability/docker-compose.observability.yml +++ b/jacs/examples/observability/docker-compose.observability.yml @@ -99,8 +99,8 @@ services: jacs-agent: platform: linux/amd64 build: - context: . - dockerfile: Dockerfile.jacs + context: ../../ # Build from the root workspace + dockerfile: examples/observability/Dockerfile.jacs container_name: jacs-agent depends_on: - otel-collector diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index 1d51dcf39..de97b3f86 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -1,4 +1,5 @@ // Synchronous JACS agent for observability demonstration +use jacs::agent::{Agent, AgentConfig}; use jacs::observability::convenience::{ record_agent_operation, record_signature_verification, record_network_request, record_memory_usage }; @@ -12,17 +13,14 @@ use std::collections::HashMap; use std::sync::Arc; use std::sync::atomic::{AtomicBool, Ordering}; use std::thread; +use ctrlc; fn main() -> Result<(), Box> { - println!("Starting JACS Observability Demo..."); + println!("Starting JACS Observability Demo with Real Agent..."); - // Create directories - std::fs::create_dir_all("./logs")?; - std::fs::create_dir_all("./metrics")?; - - // For Docker: send to Prometheus and OTLP - // For local testing: use File destinations + // Configure observability based on environment let config = if std::env::var("DOCKER_MODE").is_ok() { + println!("Running in Docker mode - sending to observability stack"); ObservabilityConfig { logs: LogConfig { enabled: true, @@ -45,7 +43,10 @@ fn main() -> Result<(), Box> { tracing: None, } } else { - // Local mode - use files so we can see output + println!("Running in local mode - writing to files"); + std::fs::create_dir_all("./logs")?; + std::fs::create_dir_all("./metrics")?; + ObservabilityConfig { logs: LogConfig { enabled: true, @@ -65,27 +66,70 @@ fn main() -> Result<(), Box> { init_observability(config)?; - // Generate sample data - for i in 1u64..=20u64 { - record_agent_operation("test_op", &format!("agent_{}", i % 3), i % 5 != 0, 100 + i % 200); - record_signature_verification(&format!("agent_{}", i % 3), i % 7 != 0, "RSA-PSS"); + // Create a real JACS agent + let agent_config = AgentConfig { + name: "demo-agent".to_string(), + version: "1.0.0".to_string(), + // Add other required config fields based on AgentConfig struct + }; + + info!("Initializing JACS agent: {}", agent_config.name); + let agent = Agent::new(agent_config)?; + + // Run the agent and generate observability data + let running = Arc::new(AtomicBool::new(true)); + let agent_running = running.clone(); + + // Set up graceful shutdown + let shutdown_running = running.clone(); + ctrlc::set_handler(move || { + println!("Received Ctrl+C, shutting down..."); + shutdown_running.store(false, Ordering::SeqCst); + })?; + + // Simulate agent operations + simulate_agent_workload(&agent, agent_running)?; + + println!("Shutting down gracefully..."); + Ok(()) +} + +fn simulate_agent_workload(agent: &Agent, running: Arc) -> Result<(), Box> { + let mut iteration = 0u64; + + while running.load(Ordering::SeqCst) { + iteration += 1; + info!("Agent iteration {}", iteration); + + // Record real agent operations + record_agent_operation("process_task", &agent.name(), iteration % 5 != 0, 100 + (iteration % 300)); - // Add some variety - if i % 3 == 0 { - record_agent_operation("load_agent", &format!("agent_{}", i % 4), true, 50 + i % 100); + // Simulate different types of work + if iteration % 3 == 0 { + record_agent_operation("validate_document", &agent.name(), true, 50 + (iteration % 100)); + debug!("Agent processed document validation"); } - if i % 4 == 0 { - record_signature_verification(&format!("agent_{}", i % 2), false, "Ed25519"); + + if iteration % 4 == 0 { + let success = iteration % 7 != 0; + record_signature_verification(&agent.name(), success, "RSA-PSS"); + if !success { + warn!("Signature verification failed for agent {}", agent.name()); + } } - println!("Generated sample {} - agent operations and signatures", i); - thread::sleep(Duration::from_millis(1000)); - } + // Simulate memory usage + record_memory_usage("agent_runtime", 2048 * 1024 + ((iteration % 512) * 1024)); + record_memory_usage("document_cache", 1024 * 1024 + ((iteration % 256) * 1024)); - println!("Flushing observability data..."); - jacs::observability::reset_observability(); - thread::sleep(Duration::from_secs(2)); - println!("Demo complete! Check ./logs/ and ./metrics/metrics.txt"); + thread::sleep(Duration::from_secs(3)); + + // Run for a limited time in Docker to avoid infinite loops + if std::env::var("DOCKER_MODE").is_ok() && iteration >= 30 { + info!("Docker demo complete after {} iterations", iteration); + break; + } + } Ok(()) } From 192886b4d9740134f5879c76172d88d887a45f80 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 02:24:07 -0700 Subject: [PATCH 12/17] trying to get logs running --- jacs/examples/observability/Dockerfile.jacs | 2 +- jacs/examples/observability/README.md | 76 ++---- .../config/otel-collector-config.yaml | 14 +- .../docker-compose.observability.yml | 15 -- jacs/examples/observability/src/main.rs | 243 +++++------------- 5 files changed, 101 insertions(+), 249 deletions(-) diff --git a/jacs/examples/observability/Dockerfile.jacs b/jacs/examples/observability/Dockerfile.jacs index 73d6c3163..41e821ca2 100644 --- a/jacs/examples/observability/Dockerfile.jacs +++ b/jacs/examples/observability/Dockerfile.jacs @@ -1,4 +1,4 @@ -FROM --platform=linux/amd64 rust:1.75 as builder +FROM --platform=linux/amd64 rust:1.85 as builder WORKDIR /app # Copy the entire workspace from the right context diff --git a/jacs/examples/observability/README.md b/jacs/examples/observability/README.md index 7bf79a962..c28c725e7 100644 --- a/jacs/examples/observability/README.md +++ b/jacs/examples/observability/README.md @@ -1,69 +1,39 @@ # JACS Observability Demo -Run the observability stack: +## Quick Start +1. **Start the observability stack:** ```bash docker compose -f docker-compose.observability.yml up -d ``` -## Access the Services - -- **Grafana Dashboard**: http://localhost:3000 (admin/admin) -- **Prometheus**: http://localhost:9090 -- **Jaeger Tracing**: http://localhost:16686 -- **Loki Logs**: http://localhost:3100 -- **OpenTelemetry Collector**: http://localhost:8888 (metrics) - -## Local Testing - -Run locally without Docker: +2. **Run the JACS demo:** ```bash cargo run ``` -This will create `./logs/` and `./metrics/metrics.txt` files locally. +3. **View the results:** +- **Grafana**: http://localhost:3000 (admin/admin) +- **Prometheus**: http://localhost:9090 +- **Jaeger**: http://localhost:16686 + +## What it does -## Configuration +The demo runs locally and sends: +- Metrics ā†’ Prometheus (via localhost:9090) +- Logs ā†’ OpenTelemetry Collector (via localhost:4318) ā†’ Loki +- Traces ā†’ Jaeger (via OTLP collector) -The observability configuration uses: -- Docker mode: sends to OTLP collector and Prometheus -- Local mode: writes to local files +The demo will run for 50 iterations (~2 minutes) then exit. -Set `DOCKER_MODE=1` environment variable to use Docker endpoints. +## Cleanup -Observability section +```bash +docker compose -f docker-compose.observability.yml down +``` +``` - "observability": { - "logs": { - "enabled": true, - "level": "debug", - "destination": { - "type": "otlp", - "endpoint": "http://otel-collector:4318", - "headers": { - "Content-Type": "application/json" - } - } - }, - "metrics": { - "enabled": true, - "destination": { - "type": "prometheus", - "endpoint": "http://prometheus:9090", - "headers": {} - }, - "export_interval_seconds": 15 - }, - "tracing": { - "enabled": true, - "sampling": { - "ratio": 1.0, - "parent_based": true - }, - "resource": { - "service_name": "jacs-agent", - "service_version": "1.0.0", - "environment": "development" - } - } - } \ No newline at end of file +Now you can: +1. `docker compose -f docker-compose.observability.yml up -d` +2. `cargo run` +3. Check Grafana at http://localhost:3000 to see your data! \ No newline at end of file diff --git a/jacs/examples/observability/config/otel-collector-config.yaml b/jacs/examples/observability/config/otel-collector-config.yaml index 5ada96984..08f151db9 100644 --- a/jacs/examples/observability/config/otel-collector-config.yaml +++ b/jacs/examples/observability/config/otel-collector-config.yaml @@ -21,7 +21,7 @@ processors: limit_mib: 512 exporters: - jaeger: + otlp/jaeger: endpoint: jaeger:14250 tls: insecure: true @@ -32,16 +32,24 @@ exporters: loki: endpoint: "http://loki:3100/loki/api/v1/push" +extensions: + health_check: + endpoint: 0.0.0.0:13133 + pprof: + endpoint: 0.0.0.0:1888 + zpages: + endpoint: 0.0.0.0:55679 + service: extensions: [health_check, pprof, zpages] pipelines: traces: receivers: [otlp] processors: [memory_limiter, batch] - exporters: [jaeger] + exporters: [otlp/jaeger] metrics: - receivers: [otlp, prometheus] + receivers: [otlp] processors: [memory_limiter, batch] exporters: [prometheusremotewrite] diff --git a/jacs/examples/observability/docker-compose.observability.yml b/jacs/examples/observability/docker-compose.observability.yml index f7549dfb3..09f015188 100644 --- a/jacs/examples/observability/docker-compose.observability.yml +++ b/jacs/examples/observability/docker-compose.observability.yml @@ -1,5 +1,3 @@ -version: '3.8' - networks: observability: driver: bridge @@ -94,17 +92,4 @@ services: - GF_USERS_ALLOW_SIGN_UP=false networks: - observability - - # JACS Agent - Data Generator - jacs-agent: - platform: linux/amd64 - build: - context: ../../ # Build from the root workspace - dockerfile: examples/observability/Dockerfile.jacs - container_name: jacs-agent - depends_on: - - otel-collector - - prometheus - networks: - - observability diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index de97b3f86..e27332bb5 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -1,132 +1,96 @@ // Synchronous JACS agent for observability demonstration -use jacs::agent::{Agent, AgentConfig}; use jacs::observability::convenience::{ record_agent_operation, record_signature_verification, record_network_request, record_memory_usage }; use jacs::observability::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, - init_observability, + TracingConfig, SamplingConfig, ResourceConfig, init_observability, }; use tracing::{debug, error, info, warn}; use std::time::Duration; -use std::collections::HashMap; +use std::thread; use std::sync::Arc; use std::sync::atomic::{AtomicBool, Ordering}; -use std::thread; +use std::collections::HashMap; use ctrlc; fn main() -> Result<(), Box> { - println!("Starting JACS Observability Demo with Real Agent..."); - - // Configure observability based on environment - let config = if std::env::var("DOCKER_MODE").is_ok() { - println!("Running in Docker mode - sending to observability stack"); - ObservabilityConfig { - logs: LogConfig { - enabled: true, - level: "info".to_string(), - destination: LogDestination::Otlp { - endpoint: "http://otel-collector:4318".to_string(), - headers: None, - }, + println!("Starting JACS Observability Demo..."); + println!("Sending data to Docker observability stack..."); + + let config = ObservabilityConfig { + logs: LogConfig { + enabled: true, + level: "info".to_string(), + destination: LogDestination::Otlp { + endpoint: "http://localhost:4318".to_string(), headers: None, }, - metrics: MetricsConfig { - enabled: true, - destination: MetricsDestination::Prometheus { - endpoint: "http://prometheus:9090".to_string(), - headers: None, - }, - export_interval_seconds: Some(5), + headers: None, + }, + metrics: MetricsConfig { + enabled: true, + destination: MetricsDestination::Otlp { + endpoint: "http://localhost:4318".to_string(), headers: None, }, - tracing: None, - } - } else { - println!("Running in local mode - writing to files"); - std::fs::create_dir_all("./logs")?; - std::fs::create_dir_all("./metrics")?; - - ObservabilityConfig { - logs: LogConfig { - enabled: true, - level: "info".to_string(), - destination: LogDestination::File { path: "./logs".to_string() }, - headers: None, - }, - metrics: MetricsConfig { - enabled: true, - destination: MetricsDestination::File { path: "./metrics/metrics.txt".to_string() }, - export_interval_seconds: Some(2), - headers: None, + export_interval_seconds: Some(5), + headers: None, + }, + tracing: Some(TracingConfig { + enabled: true, + sampling: SamplingConfig { + ratio: 1.0, + parent_based: true, + rate_limit: None, }, - tracing: None, - } + resource: Some(ResourceConfig { + service_name: "jacs-demo".to_string(), + service_version: Some("1.0.0".to_string()), + environment: Some("development".to_string()), + attributes: HashMap::new(), + }), + }), }; init_observability(config)?; - - // Create a real JACS agent - let agent_config = AgentConfig { - name: "demo-agent".to_string(), - version: "1.0.0".to_string(), - // Add other required config fields based on AgentConfig struct - }; - - info!("Initializing JACS agent: {}", agent_config.name); - let agent = Agent::new(agent_config)?; - - // Run the agent and generate observability data - let running = Arc::new(AtomicBool::new(true)); - let agent_running = running.clone(); + info!("JACS Observability Demo initialized - sending to Docker containers"); // Set up graceful shutdown + let running = Arc::new(AtomicBool::new(true)); let shutdown_running = running.clone(); ctrlc::set_handler(move || { println!("Received Ctrl+C, shutting down..."); shutdown_running.store(false, Ordering::SeqCst); })?; - // Simulate agent operations - simulate_agent_workload(&agent, agent_running)?; + // Run the simulation + simulate_jacs_workload(running)?; - println!("Shutting down gracefully..."); + println!("Demo complete! Check:"); + println!("- Grafana: http://localhost:3000 (admin/admin)"); + println!("- Prometheus: http://localhost:9090"); + println!("- Jaeger: http://localhost:16686"); Ok(()) } -fn simulate_agent_workload(agent: &Agent, running: Arc) -> Result<(), Box> { +fn simulate_jacs_workload(running: Arc) -> Result<(), Box> { let mut iteration = 0u64; while running.load(Ordering::SeqCst) { iteration += 1; - info!("Agent iteration {}", iteration); - - // Record real agent operations - record_agent_operation("process_task", &agent.name(), iteration % 5 != 0, 100 + (iteration % 300)); - // Simulate different types of work - if iteration % 3 == 0 { - record_agent_operation("validate_document", &agent.name(), true, 50 + (iteration % 100)); - debug!("Agent processed document validation"); - } + let span = tracing::info_span!("jacs_iteration", iteration = iteration); + let _enter = span.enter(); - if iteration % 4 == 0 { - let success = iteration % 7 != 0; - record_signature_verification(&agent.name(), success, "RSA-PSS"); - if !success { - warn!("Signature verification failed for agent {}", agent.name()); - } - } - - // Simulate memory usage - record_memory_usage("agent_runtime", 2048 * 1024 + ((iteration % 512) * 1024)); - record_memory_usage("document_cache", 1024 * 1024 + ((iteration % 256) * 1024)); + info!("JACS simulation iteration {}", iteration); + simulate_agent_operations(iteration); + thread::sleep(Duration::from_secs(3)); - // Run for a limited time in Docker to avoid infinite loops - if std::env::var("DOCKER_MODE").is_ok() && iteration >= 30 { - info!("Docker demo complete after {} iterations", iteration); + if iteration >= 20 { + info!("Demo complete after {} iterations", iteration); break; } } @@ -134,103 +98,28 @@ fn simulate_agent_workload(agent: &Agent, running: Arc) -> Result<() Ok(()) } -fn start_http_server(running: Arc) { - use tiny_http::{Server, Response, Header}; - - let server = Server::http("0.0.0.0:8080").unwrap(); - info!("HTTP server listening on http://0.0.0.0:8080"); - - for request in server.incoming_requests() { - if !running.load(Ordering::SeqCst) { - break; - } - - let response_body = r#"{"status":"healthy","service":"jacs-agent","timestamp":"}"#; - let response = Response::from_string(response_body) - .with_header(Header::from_bytes(&b"Content-Type"[..], &b"application/json"[..]).unwrap()); - - if let Err(e) = request.respond(response) { - error!("Failed to respond to HTTP request: {}", e); - } - - // Record the network request - record_network_request("/health", "GET", 200, 5); - } -} - -fn observability_loop(running: Arc) { - let mut counter = 0u64; - - while running.load(Ordering::SeqCst) { - counter += 1; - - // Simulate various agent operations - simulate_agent_operations(counter); - - // Wait 10 seconds before next iteration - thread::sleep(Duration::from_secs(5)); - } -} - fn simulate_agent_operations(iteration: u64) { - info!("Running simulation iteration {}", iteration); - - // Simulate successful agent load operation - if iteration % 3 == 0 { - record_agent_operation("load_agent", &format!("agent_{}", iteration % 5), true, 150 + (iteration % 100)); - debug!("Simulated successful agent load"); - } - - // Simulate agent save operation (occasionally fails) - let save_success = iteration % 7 != 0; - record_agent_operation("save_agent", &format!("agent_{}", iteration % 3), save_success, 200 + (iteration % 50)); - - if save_success { - debug!("Simulated successful agent save"); - } else { - warn!("Simulated failed agent save"); - } + let agent_ids = ["demo-agent-1", "demo-agent-2", "demo-agent-3"]; + let current_agent = agent_ids[(iteration % 3) as usize]; - // Simulate signature verification (occasionally fails) - let sig_success = iteration % 11 != 0; - let algorithms = ["RSA-PSS", "Ed25519", "ECDSA"]; - let algorithm = algorithms[(iteration % 3) as usize]; - record_signature_verification(&format!("agent_{}", iteration % 4), sig_success, algorithm); - - if sig_success { - debug!("Simulated successful signature verification with {}", algorithm); - } else { - error!("Simulated failed signature verification with {}", algorithm); - } + let span = tracing::info_span!("agent_operations", agent_id = current_agent); + let _enter = span.enter(); - // Simulate network requests - let status_codes = [200, 201, 400, 404, 500]; - let endpoints = ["/api/agents", "/api/documents", "/api/signatures"]; - let methods = ["GET", "POST", "PUT"]; + let success = iteration % 7 != 0; + record_agent_operation("load_by_id", current_agent, success, 150 + (iteration % 200)); - let endpoint = endpoints[(iteration % 3) as usize]; - let method = methods[(iteration % 3) as usize]; - let status = status_codes[(iteration % 5) as usize]; - let duration = 50 + (iteration % 200); + let sig_success = iteration % 6 != 0; + record_signature_verification(current_agent, sig_success, "RSA-PSS"); - record_network_request(endpoint, method, status, duration); - info!("Simulated {} {} request to {} - Status: {}, Duration: {}ms", - method, endpoint, endpoint, status, duration); - - // Simulate memory usage - let components = ["agent_cache", "document_store", "key_manager"]; - for (i, component) in components.iter().enumerate() { - let base_memory = (i + 1) * 1024 * 1024; // Base memory per component - let variable_memory = (iteration % 512) * 1024; // Variable part - record_memory_usage(component, (base_memory as u64) + variable_memory); - } + record_network_request("/api/agents", "GET", if iteration % 8 == 0 { 500 } else { 200 }, 50 + (iteration % 100)); + record_memory_usage("agent_cache", 1024 * 1024 + ((iteration % 512) * 1024)); - // Add some random events - if iteration % 20 == 0 { - warn!("Simulated periodic warning - high memory usage detected"); + if !success { + warn!("Agent operation failed for {}", current_agent); } - - if iteration % 50 == 0 { - error!("Simulated rare error condition"); + if !sig_success { + error!("Signature verification failed for {}", current_agent); } + + info!("Completed operations for iteration {} with agent {}", iteration, current_agent); } From 568738bc46b4d1fe84295b6fdf13657723612c7c Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 23:08:33 -0700 Subject: [PATCH 13/17] trying more observability --- jacs/Cargo.toml | 11 +- jacs/examples/observability/Cargo.toml | 7 +- .../config/otel-collector-config.yaml | 3 +- jacs/examples/observability/src/main.rs | 121 ++++++--------- jacs/src/config/mod.rs | 27 ++++ jacs/src/lib.rs | 3 +- jacs/src/observability/logs.rs | 69 ++++++--- jacs/src/observability/metrics.rs | 46 +++--- jacs/src/observability/mod.rs | 139 +++++++++++++----- ...297e8:0951f65f-3573-4312-81ce-96316b8e60df | 46 ++++++ ...708b0:cf0fb332-656f-4ef4-9abb-0bb2156a8009 | 46 ++++++ jacs/tests/observability_tests.rs | 9 +- 12 files changed, 357 insertions(+), 170 deletions(-) create mode 100644 jacs/tests/fixtures/1e82ac35-8a50-433d-bff5-4597904297e8:0951f65f-3573-4312-81ce-96316b8e60df create mode 100644 jacs/tests/fixtures/b4e1819b-2ebb-4245-a71f-6e05fe0708b0:cf0fb332-656f-4ef4-9abb-0bb2156a8009 diff --git a/jacs/Cargo.toml b/jacs/Cargo.toml index 8acea4c00..bfb2a367b 100644 --- a/jacs/Cargo.toml +++ b/jacs/Cargo.toml @@ -84,14 +84,17 @@ ratatui = { version = "0.29.0", optional = true } tracing = "0.1" tracing-subscriber = { version = "0.3", features = ["env-filter", "fmt"] } tracing-appender = "0.2" -tracing-opentelemetry = "0.30.0" -opentelemetry = { version = "0.30.0", features = [] } -opentelemetry-otlp = { version = "0.30.0", features = ["http-proto", "reqwest-client"] } +tracing-opentelemetry = "0.31" +opentelemetry = "0.30.0" +opentelemetry-otlp = { version = "0.30.0", default-features = false, features = ["trace", "logs", "metrics", "http-proto", "reqwest-client"] } opentelemetry_sdk = { version = "0.30.0", features = ["rt-tokio"] } metrics = "0.24.2" metrics-exporter-prometheus = "0.17" +opentelemetry-semantic-conventions = "0.30.0" +tokio = { version = "1.0", features = ["rt-multi-thread"] } -# opentelemetry-prometheus = "0.29.1" +opentelemetry-prometheus = "0.29.1" +opentelemetry-appender-tracing = "0.30.1" # libp2p = "0.55.0" diff --git a/jacs/examples/observability/Cargo.toml b/jacs/examples/observability/Cargo.toml index f13d6fda5..43ab866b2 100644 --- a/jacs/examples/observability/Cargo.toml +++ b/jacs/examples/observability/Cargo.toml @@ -7,10 +7,9 @@ edition = "2021" [dependencies] jacs = { path = "../../" } +opentelemetry = "0.30.0" +opentelemetry_sdk = "0.30.0" tracing = "0.1" serde_json = "1.0" chrono = { version = "0.4", features = ["serde"] } - -# Simple HTTP server without tokio -tiny_http = "0.12" -ctrlc = "3.2" +tokio = { version = "1.0", features = ["rt-multi-thread", "macros", "time"] } \ No newline at end of file diff --git a/jacs/examples/observability/config/otel-collector-config.yaml b/jacs/examples/observability/config/otel-collector-config.yaml index 08f151db9..932b742cc 100644 --- a/jacs/examples/observability/config/otel-collector-config.yaml +++ b/jacs/examples/observability/config/otel-collector-config.yaml @@ -19,10 +19,11 @@ processors: send_batch_size: 1024 memory_limiter: limit_mib: 512 + check_interval: 1s exporters: otlp/jaeger: - endpoint: jaeger:14250 + endpoint: jaeger:4317 tls: insecure: true diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index e27332bb5..6581d0452 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -1,29 +1,25 @@ -// Synchronous JACS agent for observability demonstration +// Async JACS agent for observability demonstration use jacs::observability::convenience::{ record_agent_operation, record_signature_verification, record_network_request, record_memory_usage }; use jacs::observability::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, TracingConfig, SamplingConfig, ResourceConfig, init_observability, + TracingDestination, }; -use tracing::{debug, error, info, warn}; -use std::time::Duration; -use std::thread; -use std::sync::Arc; -use std::sync::atomic::{AtomicBool, Ordering}; +use tracing::{error, info, warn}; +use tokio::time::{sleep, Duration}; use std::collections::HashMap; -use ctrlc; - -fn main() -> Result<(), Box> { - println!("Starting JACS Observability Demo..."); - println!("Sending data to Docker observability stack..."); +#[tokio::main] +async fn main() -> Result<(), Box> { + // Initialize observability FIRST, before any tracing calls let config = ObservabilityConfig { logs: LogConfig { enabled: true, level: "info".to_string(), destination: LogDestination::Otlp { - endpoint: "http://localhost:4318".to_string(), + endpoint: "http://localhost:4318/v1/logs".to_string(), headers: None, }, headers: None, @@ -31,17 +27,17 @@ fn main() -> Result<(), Box> { metrics: MetricsConfig { enabled: true, destination: MetricsDestination::Otlp { - endpoint: "http://localhost:4318".to_string(), + endpoint: "http://localhost:4318/v1/metrics".to_string(), headers: None, }, - export_interval_seconds: Some(5), + export_interval_seconds: Some(10), headers: None, }, tracing: Some(TracingConfig { enabled: true, - sampling: SamplingConfig { + sampling: SamplingConfig { ratio: 1.0, - parent_based: true, + parent_based: false, rate_limit: None, }, resource: Some(ResourceConfig { @@ -50,76 +46,53 @@ fn main() -> Result<(), Box> { environment: Some("development".to_string()), attributes: HashMap::new(), }), + destination: Some(TracingDestination::Otlp { + endpoint: "http://localhost:4318".to_string(), + headers: None, + }), }), }; + + let _metrics_handle = init_observability(config)?; + + // NOW start logging (after OpenTelemetry is connected) + println!("Starting JACS Observability Demo..."); - init_observability(config)?; - info!("JACS Observability Demo initialized - sending to Docker containers"); - - // Set up graceful shutdown - let running = Arc::new(AtomicBool::new(true)); - let shutdown_running = running.clone(); - ctrlc::set_handler(move || { - println!("Received Ctrl+C, shutting down..."); - shutdown_running.store(false, Ordering::SeqCst); - })?; + // Create directories + std::fs::create_dir_all("./logs")?; - // Run the simulation - simulate_jacs_workload(running)?; + // Create a span for the demo + let span = tracing::info_span!("jacs_demo"); + let _enter = span.enter(); - println!("Demo complete! Check:"); - println!("- Grafana: http://localhost:3000 (admin/admin)"); - println!("- Prometheus: http://localhost:9090"); - println!("- Jaeger: http://localhost:16686"); - Ok(()) -} + info!("Demo started"); -fn simulate_jacs_workload(running: Arc) -> Result<(), Box> { - let mut iteration = 0u64; - - while running.load(Ordering::SeqCst) { - iteration += 1; + // Generate some sample data + for i in 0..10 { + let operation_name = format!("operation_{}", i); + let duration_ms = (i * 10 + 50) as u64; - let span = tracing::info_span!("jacs_iteration", iteration = iteration); - let _enter = span.enter(); - - info!("JACS simulation iteration {}", iteration); + // Record operations with correct signatures + record_agent_operation(&operation_name, "demo-agent", i % 2 == 0, duration_ms); + record_signature_verification("demo-agent", true, "RSA-PSS"); + record_network_request("https://example.com/api", "GET", 200, duration_ms); + record_memory_usage("demo-component", 1024 * (i + 1) as u64); - simulate_agent_operations(iteration); - - thread::sleep(Duration::from_secs(3)); + // Log some events + info!("Completed operation {}: {} ms", operation_name, duration_ms); - if iteration >= 20 { - info!("Demo complete after {} iterations", iteration); - break; + if i % 3 == 0 { + warn!("This is a warning for operation {}", i); } + + sleep(Duration::from_millis(100)).await; } - Ok(()) -} - -fn simulate_agent_operations(iteration: u64) { - let agent_ids = ["demo-agent-1", "demo-agent-2", "demo-agent-3"]; - let current_agent = agent_ids[(iteration % 3) as usize]; - - let span = tracing::info_span!("agent_operations", agent_id = current_agent); - let _enter = span.enter(); + error!("Demo error message"); + info!("Demo completed successfully"); - let success = iteration % 7 != 0; - record_agent_operation("load_by_id", current_agent, success, 150 + (iteration % 200)); - - let sig_success = iteration % 6 != 0; - record_signature_verification(current_agent, sig_success, "RSA-PSS"); + sleep(Duration::from_secs(5)).await; - record_network_request("/api/agents", "GET", if iteration % 8 == 0 { 500 } else { 200 }, 50 + (iteration % 100)); - record_memory_usage("agent_cache", 1024 * 1024 + ((iteration % 512) * 1024)); - - if !success { - warn!("Agent operation failed for {}", current_agent); - } - if !sig_success { - error!("Signature verification failed for {}", current_agent); - } - - info!("Completed operations for iteration {} with agent {}", iteration, current_agent); + println!("JACS Observability Demo completed!"); + Ok(()) } diff --git a/jacs/src/config/mod.rs b/jacs/src/config/mod.rs index 1259ce6d9..1e50a82f3 100644 --- a/jacs/src/config/mod.rs +++ b/jacs/src/config/mod.rs @@ -485,6 +485,8 @@ pub struct TracingConfig { pub sampling: SamplingConfig, #[serde(default)] pub resource: Option, + #[serde(default)] + pub destination: Option, } #[derive(Debug, Clone, Serialize, Deserialize)] @@ -563,3 +565,28 @@ impl Default for MetricsDestination { MetricsDestination::Stdout } } + +#[derive(Debug, Clone, Serialize, Deserialize)] +pub enum TracingDestination { + #[serde(rename = "otlp")] + Otlp { + endpoint: String, + #[serde(default)] + headers: Option>, + }, + #[serde(rename = "jaeger")] + Jaeger { + endpoint: String, + #[serde(default)] + headers: Option>, + }, +} + +impl Default for TracingDestination { + fn default() -> Self { + TracingDestination::Otlp { + endpoint: "http://localhost:4318".to_string(), + headers: None, + } + } +} diff --git a/jacs/src/lib.rs b/jacs/src/lib.rs index 6708e7419..10df42c04 100644 --- a/jacs/src/lib.rs +++ b/jacs/src/lib.rs @@ -27,7 +27,7 @@ pub mod cli_utils; // Re-export observability types for convenience pub use observability::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, - ResourceConfig, SamplingConfig, TracingConfig, init_observability, + ResourceConfig, SamplingConfig, TracingConfig, TracingDestination, init_observability, }; /// Initialize observability with a default configuration suitable for most applications. @@ -54,6 +54,7 @@ pub fn init_default_observability() -> Result<(), Box> { enabled: false, // Disabled by default sampling: SamplingConfig::default(), resource: None, + destination: None, }), }; diff --git a/jacs/src/observability/logs.rs b/jacs/src/observability/logs.rs index 59d7d2575..51c45c3fe 100644 --- a/jacs/src/observability/logs.rs +++ b/jacs/src/observability/logs.rs @@ -1,7 +1,5 @@ use crate::config::{LogConfig, LogDestination}; -use std::collections::HashMap; use std::io; -use tracing::warn; use tracing_subscriber::{EnvFilter, Registry, fmt, layer::SubscriberExt, util::SubscriberInitExt}; #[cfg(not(target_arch = "wasm32"))] @@ -9,10 +7,12 @@ use tracing_appender::non_blocking::WorkerGuard; #[cfg(not(target_arch = "wasm32"))] use tracing_appender::rolling::{RollingFileAppender, Rotation}; -// #[cfg(not(target_arch = "wasm32"))] // OTLP types are not directly used in init_logs now -// use tracing_opentelemetry::OpenTelemetryLayer; -// #[cfg(not(target_arch = "wasm32"))] -// use opentelemetry_otlp::WithExportConfig; +#[cfg(not(target_arch = "wasm32"))] +use opentelemetry_appender_tracing::layer::OpenTelemetryTracingBridge; +#[cfg(not(target_arch = "wasm32"))] +use opentelemetry_otlp::{LogExporter, Protocol, WithExportConfig, WithHttpConfig}; +#[cfg(not(target_arch = "wasm32"))] +use opentelemetry_sdk::{Resource, logs::SdkLoggerProvider}; #[cfg(not(target_arch = "wasm32"))] pub fn init_logs(config: &LogConfig) -> Result, Box> { @@ -21,10 +21,10 @@ pub fn init_logs(config: &LogConfig) -> Result, Box { @@ -38,26 +38,36 @@ pub fn init_logs(config: &LogConfig) -> Result, Box { - Registry::default() + let _ = Registry::default() .with(filter) .with(fmt::layer().with_writer(io::stderr)) - .try_init()?; + .try_init(); Ok(None) } - LogDestination::Otlp { endpoint, headers } => { - if let Some(headers) = headers { - warn!( - "OTLP headers configured: {:?}", - headers.keys().collect::>() - ); - } - warn!( - "Warning: OTLP logging configured for {} but using Stderr fallback for now.", - endpoint - ); + LogDestination::Otlp { + endpoint, + headers: _, + } => { + // Create OTLP log exporter + let exporter = LogExporter::builder() + .with_http() + .with_protocol(Protocol::HttpBinary) + .with_endpoint(endpoint) + .build()?; + + // Create logger provider + let logger_provider = SdkLoggerProvider::builder() + .with_batch_exporter(exporter) + .with_resource(Resource::builder().with_service_name("jacs-demo").build()) + .build(); + + // Create OpenTelemetry tracing bridge + let otel_layer = OpenTelemetryTracingBridge::new(&logger_provider); + Registry::default() .with(filter) - .with(fmt::layer().with_writer(io::stderr)) + .with(fmt::layer().with_writer(io::stderr)) // Also log to stderr for debugging + .with(otel_layer) .try_init()?; Ok(None) } @@ -77,6 +87,17 @@ pub fn init_logs(config: &LogConfig) -> Result, Box { Registry::default() diff --git a/jacs/src/observability/metrics.rs b/jacs/src/observability/metrics.rs index b571842b7..129954099 100644 --- a/jacs/src/observability/metrics.rs +++ b/jacs/src/observability/metrics.rs @@ -12,6 +12,9 @@ use metrics_exporter_prometheus::PrometheusBuilder; #[cfg(not(target_arch = "wasm32"))] use opentelemetry_otlp::WithExportConfig; +#[cfg(not(target_arch = "wasm32"))] +use opentelemetry::metrics::MeterProvider; + #[derive(Debug, Clone, PartialEq)] pub enum CapturedMetric { Counter { @@ -200,30 +203,30 @@ pub fn init_metrics( #[cfg(not(target_arch = "wasm32"))] MetricsDestination::Prometheus { endpoint, headers } => { let builder = metrics_exporter_prometheus::PrometheusBuilder::new(); - - if let Some(headers) = headers { - tracing::info!( - "Prometheus headers configured: {:?}", - headers.keys().collect::>() - ); - } - tracing::info!("Prometheus endpoint configured: {}", endpoint); - builder.install()?; + tracing::info!("Prometheus metrics configured for {}", endpoint); } #[cfg(not(target_arch = "wasm32"))] MetricsDestination::Otlp { endpoint, headers } => { - if let Some(headers) = headers { - tracing::info!( - "OTLP metrics headers configured: {:?}", - headers.keys().collect::>() - ); - } - tracing::warn!( - "OTLP metrics configured for {} but not yet implemented", - endpoint - ); + use opentelemetry::{KeyValue, global}; + use opentelemetry_otlp::{MetricExporter, Protocol, WithExportConfig}; + use opentelemetry_sdk::{Resource, metrics::SdkMeterProvider}; + + let exporter = MetricExporter::builder() + .with_http() + .with_endpoint(endpoint) + .with_protocol(Protocol::HttpBinary) + .build()?; + + let meter_provider = SdkMeterProvider::builder() + .with_periodic_exporter(exporter) + .with_resource(Resource::builder().with_service_name("jacs-demo").build()) + .build(); + + global::set_meter_provider(meter_provider); + + tracing::info!("OTLP metrics export configured for {}", endpoint); } MetricsDestination::File { path: _ } => { @@ -233,7 +236,10 @@ pub fn init_metrics( } MetricsDestination::Stdout => { - // No-op for now + // Use stdout metrics for debugging + let recorder = InMemoryMetricsRecorder::new(); + captured_metrics_arc_for_test = Some(recorder.captured.clone()); + metrics::set_global_recorder(Box::new(recorder))?; } } diff --git a/jacs/src/observability/mod.rs b/jacs/src/observability/mod.rs index 56055196d..1f2d81257 100644 --- a/jacs/src/observability/mod.rs +++ b/jacs/src/observability/mod.rs @@ -1,3 +1,5 @@ +use opentelemetry::{KeyValue, global, trace::TracerProvider}; +use opentelemetry_sdk::trace::SdkTracerProvider; use std::sync::{Arc, Mutex}; use tracing::warn; @@ -8,7 +10,7 @@ pub mod metrics; // Re-export config types so existing imports still work pub use crate::config::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, - ResourceConfig, SamplingConfig, TracingConfig, + ResourceConfig, SamplingConfig, TracingConfig, TracingDestination, }; #[cfg(not(target_arch = "wasm32"))] @@ -31,76 +33,54 @@ pub fn init_observability( return Err("CONFIG lock poisoned".into()); } - // Attempt to initialize logs. - // `tracing_subscriber::...try_init()` has its own `Once`. - // Only the first *successful* call to `try_init` sets the global subscriber. + // Initialize tracing FIRST (before logs!) + if let Some(tracing_config) = &config.tracing { + if tracing_config.enabled { + init_tracing(tracing_config)?; + } + } + + // Initialize logs SECOND - but modify logs.rs to NOT call try_init if subscriber exists match logs::init_logs(&config.logs) { - Ok(guard_option) => { + Ok(guard_option) => + { #[cfg(not(target_arch = "wasm32"))] if let Some(new_guard) = guard_option { if let Ok(mut global_guard_handle) = LOG_WORKER_GUARD.lock() { if let Some(old_guard) = global_guard_handle.take() { - drop(old_guard); // Ensure previous guard is flushed and dropped + drop(old_guard); } *global_guard_handle = Some(new_guard); - } else { - warn!( - "Warning: LOG_WORKER_GUARD lock poisoned during init, cannot store new guard." - ); } } } Err(e) => { - // This error often means a global subscriber was already set. - // This is okay if the existing subscriber is compatible or if this config doesn't need to be the primary. warn!( - "Info: logs::init_logs reported: {} (possibly already initialized or incompatible re-init)", + "Info: logs::init_logs reported: {} (possibly already initialized)", e ); } } - // Attempt to initialize metrics. - // `metrics::set_global_recorder` also has `Once` semantics. + // Initialize metrics last let mut metrics_handle_for_return: Option>>> = None; match metrics::init_metrics(&config.metrics) { Ok(captured_arc_option) => { if let Ok(mut global_metrics_handle) = TEST_METRICS_RECORDER_HANDLE.lock() { - *global_metrics_handle = captured_arc_option.clone(); // Store Arc if File, or None otherwise + *global_metrics_handle = captured_arc_option.clone(); metrics_handle_for_return = captured_arc_option; - } else { - warn!( - "Warning: TEST_METRICS_RECORDER_HANDLE lock poisoned, cannot store metrics Arc." - ); } } Err(e) => { - // This error often means a global recorder was already set. warn!( - "Info: metrics::init_metrics reported: {} (possibly already initialized or incompatible re-init)", + "Info: metrics::init_metrics reported: {} (possibly already initialized)", e ); - - // For File destination, still try to return existing handle if available - if config.metrics.enabled - && matches!(config.metrics.destination, MetricsDestination::File { .. }) - { - if let Ok(handle) = TEST_METRICS_RECORDER_HANDLE.lock() { - metrics_handle_for_return = handle.clone(); - } - } } } - // Return handle for InMemoryMetricsRecorder if configured for File destination - if config.metrics.enabled - && matches!(config.metrics.destination, MetricsDestination::File { .. }) - { - return Ok(metrics_handle_for_return); - } - - Ok(None) + Ok(metrics_handle_for_return) } pub fn get_config() -> Option { @@ -148,3 +128,84 @@ pub fn flush_observability() { // A small explicit sleep can help ensure file system operations complete in CI. std::thread::sleep(std::time::Duration::from_millis(50)); } + +#[cfg(not(target_arch = "wasm32"))] +fn init_tracing(config: &TracingConfig) -> Result<(), Box> { + use opentelemetry_otlp::{Protocol, SpanExporter, WithExportConfig}; + use opentelemetry_sdk::{ + Resource, + trace::{Sampler, SdkTracerProvider}, + }; + use tracing_subscriber::{Registry, layer::SubscriberExt}; + + // Get endpoint + let endpoint = config + .destination + .as_ref() + .map(|dest| match dest { + crate::config::TracingDestination::Otlp { endpoint, .. } => endpoint.clone(), + crate::config::TracingDestination::Jaeger { endpoint, .. } => endpoint.clone(), + }) + .unwrap_or_else(|| "http://localhost:4318".to_string()); + + // Build exporter in async context using tokio::task::block_in_place + let exporter = tokio::task::block_in_place(|| { + tokio::runtime::Handle::current().block_on(async { + SpanExporter::builder() + .with_http() + .with_protocol(Protocol::HttpBinary) + .with_endpoint(endpoint) + .build() + }) + })?; + + // Build provider (your existing code) + let service_name = config + .resource + .as_ref() + .map(|r| r.service_name.clone()) + .unwrap_or_else(|| "jacs-demo".to_string()); + + let mut resource_builder = Resource::builder().with_service_name(service_name.clone()); + + if let Some(resource_config) = &config.resource { + if let Some(version) = &resource_config.service_version { + resource_builder = + resource_builder.with_attribute(KeyValue::new("service.version", version.clone())); + } + if let Some(env) = &resource_config.environment { + resource_builder = + resource_builder.with_attribute(KeyValue::new("environment", env.clone())); + } + for (k, v) in &resource_config.attributes { + resource_builder = resource_builder.with_attribute(KeyValue::new(k.clone(), v.clone())); + } + } + + let resource = resource_builder.build(); + + let sampler = if config.sampling.ratio < 1.0 { + Sampler::TraceIdRatioBased(config.sampling.ratio) + } else { + Sampler::AlwaysOn + }; + + let provider = SdkTracerProvider::builder() + .with_simple_exporter(exporter) + .with_resource(resource) + .with_sampler(sampler) + .build(); + + let tracer = provider.tracer(service_name); + let telemetry = tracing_opentelemetry::layer().with_tracer(tracer); + + let subscriber = Registry::default() + .with(telemetry) + .with(tracing_subscriber::fmt::layer()); + + tracing::subscriber::set_global_default(subscriber)?; + global::set_tracer_provider(provider); + + println!("DEBUG: OpenTelemetry tracing initialized with async HTTP client"); + Ok(()) +} diff --git a/jacs/tests/fixtures/1e82ac35-8a50-433d-bff5-4597904297e8:0951f65f-3573-4312-81ce-96316b8e60df b/jacs/tests/fixtures/1e82ac35-8a50-433d-bff5-4597904297e8:0951f65f-3573-4312-81ce-96316b8e60df new file mode 100644 index 000000000..ed031432f --- /dev/null +++ b/jacs/tests/fixtures/1e82ac35-8a50-433d-bff5-4597904297e8:0951f65f-3573-4312-81ce-96316b8e60df @@ -0,0 +1,46 @@ +{ + "$schema": "https://hai.ai/schemas/header/v1/header.schema.json", + "description": "We should embed an xml document here", + "jacsFiles": [ + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/plants.xml", + "sha256": "8615f88410eeafb38e2c386ed9dbae8fadf3d4d0e50a8dc43c4287246f104311" + }, + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/breakfast.xml", + "sha256": "71ae785d2f68d8b818da97171013033a5bfc632b6cad7d286e8e1907e023d0dd" + } + ], + "jacsId": "1e82ac35-8a50-433d-bff5-4597904297e8", + "jacsLevel": "raw", + "jacsOriginalDate": "2025-06-10T10:17:25.180835+00:00", + "jacsOriginalVersion": "0951f65f-3573-4312-81ce-96316b8e60df", + "jacsSha256": "370ebb889d8289498cf0abea94cc5ef3eca65218ab2938060053fb70fd0944bd", + "jacsSignature": { + "agentID": "ddf35096-d212-4ca9-a299-feda597d5525", + "agentVersion": "b57d480f-b8d4-46e7-9d7c-942f2b132717", + "date": "2025-06-10T10:17:25.653647+00:00", + "fields": [ + "$schema", + "description", + "jacsFiles", + "jacsId", + "jacsLevel", + "jacsOriginalDate", + "jacsOriginalVersion", + "jacsType", + "jacsVersion", + "jacsVersionDate" + ], + "publicKeyHash": "2c9cc6361e2003173df86b9c267b3891193319da7fe7c6f42cb0fbe5b30d7c0d", + "signature": "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", + "signingAlgorithm": "RSA-PSS" + }, + "jacsType": "header", + "jacsVersion": "0951f65f-3573-4312-81ce-96316b8e60df", + "jacsVersionDate": "2025-06-10T10:17:25.180835+00:00" +} \ No newline at end of file diff --git a/jacs/tests/fixtures/b4e1819b-2ebb-4245-a71f-6e05fe0708b0:cf0fb332-656f-4ef4-9abb-0bb2156a8009 b/jacs/tests/fixtures/b4e1819b-2ebb-4245-a71f-6e05fe0708b0:cf0fb332-656f-4ef4-9abb-0bb2156a8009 new file mode 100644 index 000000000..8d895e1d3 --- /dev/null +++ b/jacs/tests/fixtures/b4e1819b-2ebb-4245-a71f-6e05fe0708b0:cf0fb332-656f-4ef4-9abb-0bb2156a8009 @@ -0,0 +1,46 @@ +{ + "$schema": "https://hai.ai/schemas/header/v1/header.schema.json", + "description": "We should embed an xml document here", + "jacsFiles": [ + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/plants.xml", + "sha256": "8615f88410eeafb38e2c386ed9dbae8fadf3d4d0e50a8dc43c4287246f104311" + }, + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/breakfast.xml", + "sha256": "71ae785d2f68d8b818da97171013033a5bfc632b6cad7d286e8e1907e023d0dd" + } + ], + "jacsId": "b4e1819b-2ebb-4245-a71f-6e05fe0708b0", + "jacsLevel": "raw", + "jacsOriginalDate": "2025-06-10T10:49:25.036126+00:00", + "jacsOriginalVersion": "cf0fb332-656f-4ef4-9abb-0bb2156a8009", + "jacsSha256": "298a98cbbfeedb22aa719246b612baa9996fcbd243fbfd9008445719f75f8942", + "jacsSignature": { + "agentID": "ddf35096-d212-4ca9-a299-feda597d5525", + "agentVersion": "b57d480f-b8d4-46e7-9d7c-942f2b132717", + "date": "2025-06-10T10:49:25.232971+00:00", + "fields": [ + "$schema", + "description", + "jacsFiles", + "jacsId", + "jacsLevel", + "jacsOriginalDate", + "jacsOriginalVersion", + "jacsType", + "jacsVersion", + "jacsVersionDate" + ], + "publicKeyHash": "2c9cc6361e2003173df86b9c267b3891193319da7fe7c6f42cb0fbe5b30d7c0d", + "signature": "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", + "signingAlgorithm": "RSA-PSS" + }, + "jacsType": "header", + "jacsVersion": "cf0fb332-656f-4ef4-9abb-0bb2156a8009", + "jacsVersionDate": "2025-06-10T10:49:25.036126+00:00" +} \ No newline at end of file diff --git a/jacs/tests/observability_tests.rs b/jacs/tests/observability_tests.rs index 8f6ff4f4a..24785f1b6 100644 --- a/jacs/tests/observability_tests.rs +++ b/jacs/tests/observability_tests.rs @@ -7,7 +7,7 @@ use jacs::observability::{ LogConfig, LogDestination, MetricsConfig, MetricsDestination, ObservabilityConfig, init_observability, }; -use jacs::observability::{ResourceConfig, SamplingConfig, TracingConfig}; +use jacs::observability::{ResourceConfig, SamplingConfig, TracingConfig, TracingDestination}; use serial_test::serial; use std::collections::HashMap; use std::fs; @@ -892,9 +892,9 @@ fn test_sampling_configuration() { tracing: Some(TracingConfig { enabled: true, sampling: SamplingConfig { - ratio: 0.5, // Sample 50% + ratio: 0.5, parent_based: false, - rate_limit: Some(10), // Max 10 samples per second + rate_limit: Some(10), }, resource: Some(ResourceConfig { service_name: "jacs-sampling-test".to_string(), @@ -902,6 +902,7 @@ fn test_sampling_configuration() { environment: Some("test".to_string()), attributes: HashMap::new(), }), + destination: None, }), }; @@ -1073,6 +1074,7 @@ fn test_full_production_configuration() { environment: Some("test".to_string()), attributes: resource_attributes, }), + destination: None, }), }; @@ -1420,6 +1422,7 @@ fn test_tracing_sampling_behavior() { environment: Some("test".to_string()), attributes: HashMap::new(), }), + destination: None, }), }; From cc81514dd2292745cd41a56d6e658e3871944445 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Tue, 10 Jun 2025 23:24:30 -0700 Subject: [PATCH 14/17] jaeger traces present --- jacs/Cargo.toml | 2 +- jacs/src/observability/mod.rs | 19 ++++++++++++++++--- 2 files changed, 17 insertions(+), 4 deletions(-) diff --git a/jacs/Cargo.toml b/jacs/Cargo.toml index bfb2a367b..42b2e513f 100644 --- a/jacs/Cargo.toml +++ b/jacs/Cargo.toml @@ -86,7 +86,7 @@ tracing-subscriber = { version = "0.3", features = ["env-filter", "fmt"] } tracing-appender = "0.2" tracing-opentelemetry = "0.31" opentelemetry = "0.30.0" -opentelemetry-otlp = { version = "0.30.0", default-features = false, features = ["trace", "logs", "metrics", "http-proto", "reqwest-client"] } +opentelemetry-otlp = { version = "0.30.0", default-features = false, features = ["trace", "logs", "metrics", "http-proto", "reqwest-client", "reqwest-rustls"] } opentelemetry_sdk = { version = "0.30.0", features = ["rt-tokio"] } metrics = "0.24.2" metrics-exporter-prometheus = "0.17" diff --git a/jacs/src/observability/mod.rs b/jacs/src/observability/mod.rs index 1f2d81257..8d33a2cf1 100644 --- a/jacs/src/observability/mod.rs +++ b/jacs/src/observability/mod.rs @@ -138,15 +138,26 @@ fn init_tracing(config: &TracingConfig) -> Result<(), Box }; use tracing_subscriber::{Registry, layer::SubscriberExt}; - // Get endpoint + // Get endpoint and ensure it has the correct path for HTTP OTLP let endpoint = config .destination .as_ref() .map(|dest| match dest { - crate::config::TracingDestination::Otlp { endpoint, .. } => endpoint.clone(), + crate::config::TracingDestination::Otlp { endpoint, .. } => { + // Ensure endpoint has /v1/traces path for HTTP OTLP + if endpoint.ends_with("/v1/traces") { + endpoint.clone() + } else if endpoint.ends_with("/") { + format!("{}v1/traces", endpoint) + } else { + format!("{}/v1/traces", endpoint) + } + } crate::config::TracingDestination::Jaeger { endpoint, .. } => endpoint.clone(), }) - .unwrap_or_else(|| "http://localhost:4318".to_string()); + .unwrap_or_else(|| "http://localhost:4318/v1/traces".to_string()); + + println!("DEBUG: Using OTLP endpoint: {}", endpoint); // Build exporter in async context using tokio::task::block_in_place let exporter = tokio::task::block_in_place(|| { @@ -159,6 +170,8 @@ fn init_tracing(config: &TracingConfig) -> Result<(), Box }) })?; + println!("DEBUG: SpanExporter built successfully"); + // Build provider (your existing code) let service_name = config .resource From c264a8d68e95063f16cc0acbe377efe02f94cd1c Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Wed, 11 Jun 2025 01:05:26 -0700 Subject: [PATCH 15/17] metrics not working, but tracing is via otel --- jacs/Cargo.toml | 9 +- jacs/examples/observability/README.md | 4 +- .../config/otel-collector-config.yaml | 8 +- .../observability/config/prometheus.yml | 18 +- jacs/examples/observability/src/main.rs | 28 +- jacs/src/observability/metrics.rs | 295 +++++------------- jacs/src/observability/mod.rs | 2 +- 7 files changed, 129 insertions(+), 235 deletions(-) diff --git a/jacs/Cargo.toml b/jacs/Cargo.toml index 42b2e513f..d3fb4a38a 100644 --- a/jacs/Cargo.toml +++ b/jacs/Cargo.toml @@ -87,15 +87,12 @@ tracing-appender = "0.2" tracing-opentelemetry = "0.31" opentelemetry = "0.30.0" opentelemetry-otlp = { version = "0.30.0", default-features = false, features = ["trace", "logs", "metrics", "http-proto", "reqwest-client", "reqwest-rustls"] } -opentelemetry_sdk = { version = "0.30.0", features = ["rt-tokio"] } -metrics = "0.24.2" -metrics-exporter-prometheus = "0.17" +opentelemetry_sdk = { version = "0.30.0", features = ["rt-tokio", "experimental_metrics_custom_reader"] } opentelemetry-semantic-conventions = "0.30.0" +opentelemetry-appender-tracing = "0.30.1" tokio = { version = "1.0", features = ["rt-multi-thread"] } -opentelemetry-prometheus = "0.29.1" -opentelemetry-appender-tracing = "0.30.1" - +# opentelemetry-prometheus = "0.29.1" # libp2p = "0.55.0" # [target.'cfg(target_os = "macos")'.dependencies] diff --git a/jacs/examples/observability/README.md b/jacs/examples/observability/README.md index c28c725e7..f3a4b37e0 100644 --- a/jacs/examples/observability/README.md +++ b/jacs/examples/observability/README.md @@ -36,4 +36,6 @@ docker compose -f docker-compose.observability.yml down Now you can: 1. `docker compose -f docker-compose.observability.yml up -d` 2. `cargo run` -3. Check Grafana at http://localhost:3000 to see your data! \ No newline at end of file +3. Check Grafana at http://localhost:3000 to see your data! + +http://localhost:9090/targets \ No newline at end of file diff --git a/jacs/examples/observability/config/otel-collector-config.yaml b/jacs/examples/observability/config/otel-collector-config.yaml index 932b742cc..e733f016c 100644 --- a/jacs/examples/observability/config/otel-collector-config.yaml +++ b/jacs/examples/observability/config/otel-collector-config.yaml @@ -27,8 +27,10 @@ exporters: tls: insecure: true - prometheusremotewrite: - endpoint: "http://prometheus:9090/api/v1/write" + prometheus: + endpoint: "0.0.0.0:8889" + const_labels: + collector: "otel" loki: endpoint: "http://loki:3100/loki/api/v1/push" @@ -52,7 +54,7 @@ service: metrics: receivers: [otlp] processors: [memory_limiter, batch] - exporters: [prometheusremotewrite] + exporters: [prometheus] logs: receivers: [otlp] diff --git a/jacs/examples/observability/config/prometheus.yml b/jacs/examples/observability/config/prometheus.yml index 07a4473e8..7e0a07f01 100644 --- a/jacs/examples/observability/config/prometheus.yml +++ b/jacs/examples/observability/config/prometheus.yml @@ -4,18 +4,22 @@ global: rule_files: # - "first_rules.yml" - scrape_configs: - job_name: 'prometheus' static_configs: - targets: ['localhost:9090'] - - job_name: 'jacs-agent' + # Remove this - jacs-agent doesn't exist + # - job_name: 'jacs-agent' + # static_configs: + # - targets: ['jacs-agent:8080'] + + - job_name: 'otel-collector-internal' static_configs: - - targets: ['jacs-agent:8080'] - scrape_interval: 5s - metrics_path: /metrics + - targets: ['otel-collector:8888'] # Collector's internal metrics - - job_name: 'otel-collector' + # ADD THIS - Your JACS metrics via OTLP ā†’ Prometheus exporter + - job_name: 'jacs-metrics' static_configs: - - targets: ['otel-collector:8888'] + - targets: ['otel-collector:8889'] # Your app metrics + scrape_interval: 5s \ No newline at end of file diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index 6581d0452..594cd4662 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -7,9 +7,11 @@ use jacs::observability::{ TracingConfig, SamplingConfig, ResourceConfig, init_observability, TracingDestination, }; -use tracing::{error, info, warn}; +use tracing::{error, info, warn, debug}; use tokio::time::{sleep, Duration}; use std::collections::HashMap; +use opentelemetry::global; +use jacs::observability::metrics; #[tokio::main] async fn main() -> Result<(), Box> { @@ -53,7 +55,10 @@ async fn main() -> Result<(), Box> { }), }; - let _metrics_handle = init_observability(config)?; + let _metrics_handle = init_observability(config.clone())?; + + // Store the meter provider + let (_, meter_provider) = metrics::init_metrics(&config.metrics)?; // NOW start logging (after OpenTelemetry is connected) println!("Starting JACS Observability Demo..."); @@ -86,13 +91,32 @@ async fn main() -> Result<(), Box> { } sleep(Duration::from_millis(100)).await; + + if i == 0 { // Only debug first iteration + debug!("Called convenience functions - metrics should be generated"); + } } error!("Demo error message"); info!("Demo completed successfully"); + debug!("Metrics should be sent now - checking collector..."); + tokio::time::sleep(Duration::from_secs(2)).await; // Give time for export + sleep(Duration::from_secs(5)).await; println!("JACS Observability Demo completed!"); + + println!("Manually exporting metrics..."); + // Force flush is not available on the global provider trait + // The 100ms interval should handle this automatically + tokio::time::sleep(Duration::from_millis(200)).await; // Wait for export + + if let Some(provider) = meter_provider { + println!("Forcing metrics export..."); + let _ = provider.shutdown(); + tokio::time::sleep(Duration::from_millis(500)).await; + } + Ok(()) } diff --git a/jacs/src/observability/metrics.rs b/jacs/src/observability/metrics.rs index 129954099..ade11053c 100644 --- a/jacs/src/observability/metrics.rs +++ b/jacs/src/observability/metrics.rs @@ -1,13 +1,8 @@ use crate::config::{MetricsConfig, MetricsDestination}; -use metrics::{ - CounterFn, GaugeFn, HistogramFn, counter, describe_counter, describe_gauge, describe_histogram, - gauge, histogram, -}; +use opentelemetry::{KeyValue, global}; use std::collections::HashMap; use std::sync::{Arc, Mutex}; - -#[cfg(not(target_arch = "wasm32"))] -use metrics_exporter_prometheus::PrometheusBuilder; +use std::time::Duration; #[cfg(not(target_arch = "wasm32"))] use opentelemetry_otlp::WithExportConfig; @@ -15,6 +10,10 @@ use opentelemetry_otlp::WithExportConfig; #[cfg(not(target_arch = "wasm32"))] use opentelemetry::metrics::MeterProvider; +use opentelemetry_sdk::Resource; +use opentelemetry_sdk::metrics::{PeriodicReader, SdkMeterProvider}; + +// For testing - capture metrics calls #[derive(Debug, Clone, PartialEq)] pub enum CapturedMetric { Counter { @@ -34,182 +33,22 @@ pub enum CapturedMetric { }, } -#[derive(Debug, Clone, Default)] -pub struct InMemoryMetricsRecorder { - pub captured: Arc>>, -} - -impl InMemoryMetricsRecorder { - pub fn new() -> Self { - Default::default() - } -} - -// Newtypes to implement the Fn traits -struct InMemoryCounter { - name: String, - labels: Vec<(String, String)>, - captured: Arc>>, -} -impl CounterFn for InMemoryCounter { - fn increment(&self, value: u64) { - if let Ok(mut guard) = self.captured.lock() { - guard.push(CapturedMetric::Counter { - name: self.name.clone(), - value, - labels: self.labels.clone(), - }); - } - } - - fn absolute(&self, value: u64) { - // For InMemory recorder, treat absolute as an increment for simplicity in testing. - // Or, if you need to distinguish, add a new variant to CapturedMetric. - if let Ok(mut guard) = self.captured.lock() { - // For now, let's assume absolute also just "adds" to the captured events for testing. - // A real counter might reset or set to this value. - guard.push(CapturedMetric::Counter { - name: self.name.clone(), - value, - labels: self.labels.clone(), - }); - } - } -} - -struct InMemoryGauge { - name: String, - labels: Vec<(String, String)>, - captured: Arc>>, -} -impl GaugeFn for InMemoryGauge { - fn increment(&self, value: f64) { /* Optional: or panic, gauge usually uses set */ - } - fn decrement(&self, value: f64) { /* Optional: or panic, gauge usually uses set */ - } - fn set(&self, value: f64) { - if let Ok(mut guard) = self.captured.lock() { - guard.push(CapturedMetric::Gauge { - name: self.name.clone(), - value, - labels: self.labels.clone(), - }); - } - } -} - -struct InMemoryHistogram { - name: String, - labels: Vec<(String, String)>, - captured: Arc>>, -} -impl HistogramFn for InMemoryHistogram { - fn record(&self, value: f64) { - if let Ok(mut guard) = self.captured.lock() { - guard.push(CapturedMetric::Histogram { - name: self.name.clone(), - value, - labels: self.labels.clone(), - }); - } - } -} - -impl metrics::Recorder for InMemoryMetricsRecorder { - fn describe_counter( - &self, - _key: metrics::KeyName, - _unit: Option, - _description: metrics::SharedString, - ) { - } - fn describe_gauge( - &self, - _key: metrics::KeyName, - _unit: Option, - _description: metrics::SharedString, - ) { - } - fn describe_histogram( - &self, - _key: metrics::KeyName, - _unit: Option, - _description: metrics::SharedString, - ) { - } - - fn register_counter( - &self, - key: &metrics::Key, - _metadata: &metrics::Metadata<'_>, - ) -> metrics::Counter { - let name = key.name().to_string(); - let labels: Vec<(String, String)> = key - .labels() - .map(|lbl| (lbl.key().to_string(), lbl.value().to_string())) - .collect(); - metrics::Counter::from_arc(Arc::new(InMemoryCounter { - name, - labels, - captured: self.captured.clone(), - })) - } - - fn register_gauge( - &self, - key: &metrics::Key, - _metadata: &metrics::Metadata<'_>, - ) -> metrics::Gauge { - let name = key.name().to_string(); - let labels: Vec<(String, String)> = key - .labels() - .map(|lbl| (lbl.key().to_string(), lbl.value().to_string())) - .collect(); - metrics::Gauge::from_arc(Arc::new(InMemoryGauge { - name, - labels, - captured: self.captured.clone(), - })) - } - - fn register_histogram( - &self, - key: &metrics::Key, - _metadata: &metrics::Metadata<'_>, - ) -> metrics::Histogram { - let name = key.name().to_string(); - let labels: Vec<(String, String)> = key - .labels() - .map(|lbl| (lbl.key().to_string(), lbl.value().to_string())) - .collect(); - metrics::Histogram::from_arc(Arc::new(InMemoryHistogram { - name, - labels, - captured: self.captured.clone(), - })) - } -} - pub fn init_metrics( config: &MetricsConfig, -) -> Result>>>, Box> { +) -> Result< + ( + Option>>>, + Option, + ), + Box, +> { if !config.enabled { - return Ok(None); + return Ok((None, None)); } - let mut captured_metrics_arc_for_test: Option>>> = None; - match &config.destination { - #[cfg(not(target_arch = "wasm32"))] - MetricsDestination::Prometheus { endpoint, headers } => { - let builder = metrics_exporter_prometheus::PrometheusBuilder::new(); - builder.install()?; - tracing::info!("Prometheus metrics configured for {}", endpoint); - } - #[cfg(not(target_arch = "wasm32"))] MetricsDestination::Otlp { endpoint, headers } => { - use opentelemetry::{KeyValue, global}; use opentelemetry_otlp::{MetricExporter, Protocol, WithExportConfig}; use opentelemetry_sdk::{Resource, metrics::SdkMeterProvider}; @@ -219,66 +58,92 @@ pub fn init_metrics( .with_protocol(Protocol::HttpBinary) .build()?; + let reader = PeriodicReader::builder(exporter) + .with_interval(Duration::from_secs(5)) + .build(); + let meter_provider = SdkMeterProvider::builder() - .with_periodic_exporter(exporter) + .with_reader(reader) .with_resource(Resource::builder().with_service_name("jacs-demo").build()) .build(); - global::set_meter_provider(meter_provider); - + global::set_meter_provider(meter_provider.clone()); tracing::info!("OTLP metrics export configured for {}", endpoint); + + Ok((None, Some(meter_provider))) } MetricsDestination::File { path: _ } => { - let recorder = InMemoryMetricsRecorder::new(); - captured_metrics_arc_for_test = Some(recorder.captured.clone()); - metrics::set_global_recorder(Box::new(recorder))?; + // For file destination, return captured metrics for testing + Ok((Some(Arc::new(Mutex::new(Vec::new()))), None)) } MetricsDestination::Stdout => { - // Use stdout metrics for debugging - let recorder = InMemoryMetricsRecorder::new(); - captured_metrics_arc_for_test = Some(recorder.captured.clone()); - metrics::set_global_recorder(Box::new(recorder))?; + // For stdout destination, return captured metrics for testing + Ok((Some(Arc::new(Mutex::new(Vec::new()))), None)) } - } - Ok(captured_metrics_arc_for_test) + #[cfg(not(target_arch = "wasm32"))] + MetricsDestination::Prometheus { endpoint, headers } => { + // For pure OTLP setup, we don't support direct Prometheus + // You'd need to use the OTLP -> Collector -> Prometheus path + Err("Direct Prometheus export not supported in OTLP-only mode. Use OTLP destination with collector.".into()) + } + } } -// Public API functions using the metrics crate +// Direct OpenTelemetry metrics functions pub fn increment_counter(name: &str, value: u64, tags: Option>) { - match tags { - Some(tags) => { - let labels: Vec<(String, String)> = tags.into_iter().collect(); - counter!(name.to_string(), &labels).increment(value); - } - None => { - counter!(name.to_string()).increment(value); - } - } + let meter = global::meter("jacs-demo"); + let counter = meter.u64_counter(name.to_string()).build(); + + let attributes: Vec = tags + .unwrap_or_default() + .into_iter() + .map(|(k, v)| KeyValue::new(k, v)) + .collect(); + + counter.add(value, &attributes); + + tracing::debug!( + "Incremented counter: {} = {}, tags: {:?}", + name, + value, + attributes + ); } pub fn set_gauge(name: &str, value: f64, tags: Option>) { - match tags { - Some(tags) => { - let labels: Vec<(String, String)> = tags.into_iter().collect(); - gauge!(name.to_string(), &labels).set(value); - } - None => { - gauge!(name.to_string()).set(value); - } - } + let meter = global::meter("jacs-demo"); + let gauge = meter.f64_gauge(name.to_string()).build(); + + let attributes: Vec = tags + .unwrap_or_default() + .into_iter() + .map(|(k, v)| KeyValue::new(k, v)) + .collect(); + + gauge.record(value, &attributes); + + tracing::debug!("Set gauge: {} = {}, tags: {:?}", name, value, attributes); } pub fn record_histogram(name: &str, value: f64, tags: Option>) { - match tags { - Some(tags) => { - let labels: Vec<(String, String)> = tags.into_iter().collect(); - histogram!(name.to_string(), &labels).record(value); - } - None => { - histogram!(name.to_string()).record(value); - } - } + let meter = global::meter("jacs-demo"); + let histogram = meter.f64_histogram(name.to_string()).build(); + + let attributes: Vec = tags + .unwrap_or_default() + .into_iter() + .map(|(k, v)| KeyValue::new(k, v)) + .collect(); + + histogram.record(value, &attributes); + + tracing::debug!( + "Recorded histogram: {} = {}, tags: {:?}", + name, + value, + attributes + ); } diff --git a/jacs/src/observability/mod.rs b/jacs/src/observability/mod.rs index 8d33a2cf1..6af59d18a 100644 --- a/jacs/src/observability/mod.rs +++ b/jacs/src/observability/mod.rs @@ -66,7 +66,7 @@ pub fn init_observability( let mut metrics_handle_for_return: Option>>> = None; match metrics::init_metrics(&config.metrics) { - Ok(captured_arc_option) => { + Ok((captured_arc_option, _meter_provider)) => { if let Ok(mut global_metrics_handle) = TEST_METRICS_RECORDER_HANDLE.lock() { *global_metrics_handle = captured_arc_option.clone(); metrics_handle_for_return = captured_arc_option; From b12d411887a7ef5c6b28d5de405ba8e8c340f649 Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Wed, 11 Jun 2025 01:43:48 -0700 Subject: [PATCH 16/17] this works --- jacs/Cargo.toml | 2 +- jacs/examples/observability/Cargo.toml | 3 +- jacs/examples/observability/src/main.rs | 30 ++++++++++- jacs/src/observability/convenience.rs | 51 ++++++++++++------- jacs/src/observability/mod.rs | 22 ++++---- ...0e011:7e079887-652c-4065-a9bf-ff7fe226004f | 46 +++++++++++++++++ 6 files changed, 119 insertions(+), 35 deletions(-) create mode 100644 jacs/tests/fixtures/ae5a1b6c-44de-439a-adae-8a3f17b0e011:7e079887-652c-4065-a9bf-ff7fe226004f diff --git a/jacs/Cargo.toml b/jacs/Cargo.toml index d3fb4a38a..4165f7855 100644 --- a/jacs/Cargo.toml +++ b/jacs/Cargo.toml @@ -86,7 +86,7 @@ tracing-subscriber = { version = "0.3", features = ["env-filter", "fmt"] } tracing-appender = "0.2" tracing-opentelemetry = "0.31" opentelemetry = "0.30.0" -opentelemetry-otlp = { version = "0.30.0", default-features = false, features = ["trace", "logs", "metrics", "http-proto", "reqwest-client", "reqwest-rustls"] } +opentelemetry-otlp = { version = "0.30.0", default-features = false, features = ["trace", "logs", "metrics", "http-proto", "reqwest-blocking-client", "reqwest-rustls"] } opentelemetry_sdk = { version = "0.30.0", features = ["rt-tokio", "experimental_metrics_custom_reader"] } opentelemetry-semantic-conventions = "0.30.0" opentelemetry-appender-tracing = "0.30.1" diff --git a/jacs/examples/observability/Cargo.toml b/jacs/examples/observability/Cargo.toml index 43ab866b2..f7547e07f 100644 --- a/jacs/examples/observability/Cargo.toml +++ b/jacs/examples/observability/Cargo.toml @@ -12,4 +12,5 @@ opentelemetry_sdk = "0.30.0" tracing = "0.1" serde_json = "1.0" chrono = { version = "0.4", features = ["serde"] } -tokio = { version = "1.0", features = ["rt-multi-thread", "macros", "time"] } \ No newline at end of file +tokio = { version = "1.0", features = ["rt-multi-thread", "macros", "time"] } +reqwest = "0.12.20" diff --git a/jacs/examples/observability/src/main.rs b/jacs/examples/observability/src/main.rs index 594cd4662..76d524c6e 100644 --- a/jacs/examples/observability/src/main.rs +++ b/jacs/examples/observability/src/main.rs @@ -12,6 +12,7 @@ use tokio::time::{sleep, Duration}; use std::collections::HashMap; use opentelemetry::global; use jacs::observability::metrics; +use reqwest; #[tokio::main] async fn main() -> Result<(), Box> { @@ -57,7 +58,7 @@ async fn main() -> Result<(), Box> { let _metrics_handle = init_observability(config.clone())?; - // Store the meter provider + // Store the meter provider for later use let (_, meter_provider) = metrics::init_metrics(&config.metrics)?; // NOW start logging (after OpenTelemetry is connected) @@ -112,11 +113,36 @@ async fn main() -> Result<(), Box> { // The 100ms interval should handle this automatically tokio::time::sleep(Duration::from_millis(200)).await; // Wait for export - if let Some(provider) = meter_provider { + if let Some(ref provider) = meter_provider { // Use 'ref' to borrow println!("Forcing metrics export..."); let _ = provider.shutdown(); tokio::time::sleep(Duration::from_millis(500)).await; } + // Add verification step + println!("\nšŸ” Verification URLs:"); + println!("šŸ“Š Prometheus: http://localhost:9090/graph?g0.expr=jacs_agent_operations_total"); + println!("šŸ” Jaeger: http://localhost:16686/search?service=jacs-demo"); + println!("šŸ“ˆ Grafana: http://localhost:3000"); + println!("šŸ„ Collector Health: http://localhost:13133"); + + // Optional: Query Prometheus to verify metrics + if let Ok(response) = tokio::task::spawn_blocking(|| { + reqwest::blocking::get("http://localhost:9090/api/v1/query?query=jacs_agent_operations_total") + }).await? { + if response.status().is_success() { + println!("āœ… Metrics successfully queryable in Prometheus"); + } else { + println!("āŒ Could not query metrics from Prometheus"); + } + } + + // Force final export + if let Some(ref provider) = meter_provider { // Use 'ref' to borrow + println!("Forcing final metrics export..."); + let _ = provider.shutdown(); + tokio::time::sleep(Duration::from_millis(500)).await; + } + Ok(()) } diff --git a/jacs/src/observability/convenience.rs b/jacs/src/observability/convenience.rs index 74a953197..151c8b103 100644 --- a/jacs/src/observability/convenience.rs +++ b/jacs/src/observability/convenience.rs @@ -4,6 +4,16 @@ use tracing::{debug, error, info, warn}; /// Record an agent operation with both metrics and structured logging pub fn record_agent_operation(operation: &str, agent_id: &str, success: bool, duration_ms: u64) { + // Create a tracing span for this operation + let span = tracing::info_span!( + "agent_operation", + operation = operation, + agent_id = agent_id, + success = success, + duration_ms = duration_ms + ); + let _enter = span.enter(); + let mut tags = HashMap::new(); tags.insert("operation".to_string(), operation.to_string()); tags.insert("agent_id".to_string(), agent_id.to_string()); @@ -17,7 +27,7 @@ pub fn record_agent_operation(operation: &str, agent_id: &str, success: bool, du Some(tags), ); - // Structured logging + // Structured logging WITH ALL ORIGINAL METADATA if success { info!( operation = operation, @@ -62,6 +72,15 @@ pub fn record_document_validation(doc_id: &str, schema_version: &str, valid: boo /// Record signature verification with metrics and logging pub fn record_signature_verification(agent_id: &str, success: bool, algorithm: &str) { + // Create a tracing span for signature verification + let span = tracing::debug_span!( + "signature_verification", + agent_id = agent_id, + algorithm = algorithm, + success = success + ); + let _enter = span.enter(); + let mut tags = HashMap::new(); tags.insert("algorithm".to_string(), algorithm.to_string()); tags.insert("success".to_string(), success.to_string()); @@ -71,22 +90,24 @@ pub fn record_signature_verification(agent_id: &str, success: bool, algorithm: & // Structured logging if success { - debug!( - agent_id = agent_id, - algorithm = algorithm, - "Signature verification successful" - ); + debug!("Signature verification successful"); } else { - error!( - agent_id = agent_id, - algorithm = algorithm, - "Signature verification failed" - ); + error!("Signature verification failed"); } } /// Record network communication metrics pub fn record_network_request(endpoint: &str, method: &str, status_code: u16, duration_ms: u64) { + // Create a tracing span for network request + let span = tracing::info_span!( + "network_request", + endpoint = endpoint, + method = method, + status_code = status_code, + duration_ms = duration_ms + ); + let _enter = span.enter(); + let mut tags = HashMap::new(); tags.insert("endpoint".to_string(), endpoint.to_string()); tags.insert("method".to_string(), method.to_string()); @@ -99,13 +120,7 @@ pub fn record_network_request(endpoint: &str, method: &str, status_code: u16, du Some(tags), ); - info!( - endpoint = endpoint, - method = method, - status_code = status_code, - duration_ms = duration_ms, - "Network request completed" - ); + info!("Network request completed"); } /// Record memory usage metrics diff --git a/jacs/src/observability/mod.rs b/jacs/src/observability/mod.rs index 6af59d18a..81a0dcb4f 100644 --- a/jacs/src/observability/mod.rs +++ b/jacs/src/observability/mod.rs @@ -159,18 +159,14 @@ fn init_tracing(config: &TracingConfig) -> Result<(), Box println!("DEBUG: Using OTLP endpoint: {}", endpoint); - // Build exporter in async context using tokio::task::block_in_place - let exporter = tokio::task::block_in_place(|| { - tokio::runtime::Handle::current().block_on(async { - SpanExporter::builder() - .with_http() - .with_protocol(Protocol::HttpBinary) - .with_endpoint(endpoint) - .build() - }) - })?; + // Use blocking HTTP client (enabled by "reqwest-blocking-client" feature) + let exporter = SpanExporter::builder() + .with_http() + .with_protocol(Protocol::HttpBinary) + .with_endpoint(endpoint) + .build()?; - println!("DEBUG: SpanExporter built successfully"); + println!("DEBUG: SpanExporter built successfully with blocking client"); // Build provider (your existing code) let service_name = config @@ -204,7 +200,7 @@ fn init_tracing(config: &TracingConfig) -> Result<(), Box }; let provider = SdkTracerProvider::builder() - .with_simple_exporter(exporter) + .with_batch_exporter(exporter) .with_resource(resource) .with_sampler(sampler) .build(); @@ -219,6 +215,6 @@ fn init_tracing(config: &TracingConfig) -> Result<(), Box tracing::subscriber::set_global_default(subscriber)?; global::set_tracer_provider(provider); - println!("DEBUG: OpenTelemetry tracing initialized with async HTTP client"); + println!("DEBUG: OpenTelemetry tracing initialized with blocking HTTP client"); Ok(()) } diff --git a/jacs/tests/fixtures/ae5a1b6c-44de-439a-adae-8a3f17b0e011:7e079887-652c-4065-a9bf-ff7fe226004f b/jacs/tests/fixtures/ae5a1b6c-44de-439a-adae-8a3f17b0e011:7e079887-652c-4065-a9bf-ff7fe226004f new file mode 100644 index 000000000..77f944373 --- /dev/null +++ b/jacs/tests/fixtures/ae5a1b6c-44de-439a-adae-8a3f17b0e011:7e079887-652c-4065-a9bf-ff7fe226004f @@ -0,0 +1,46 @@ +{ + "$schema": "https://hai.ai/schemas/header/v1/header.schema.json", + "description": "We should embed an xml document here", + "jacsFiles": [ + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/plants.xml", + "sha256": "8615f88410eeafb38e2c386ed9dbae8fadf3d4d0e50a8dc43c4287246f104311" + }, + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/breakfast.xml", + "sha256": "71ae785d2f68d8b818da97171013033a5bfc632b6cad7d286e8e1907e023d0dd" + } + ], + "jacsId": "ae5a1b6c-44de-439a-adae-8a3f17b0e011", + "jacsLevel": "raw", + "jacsOriginalDate": "2025-06-11T08:13:04.050459+00:00", + "jacsOriginalVersion": "7e079887-652c-4065-a9bf-ff7fe226004f", + "jacsSha256": "c8234fd5061bb685cb0ca385990f6e093c17743952d952cf88f854463197aa5c", + "jacsSignature": { + "agentID": "ddf35096-d212-4ca9-a299-feda597d5525", + "agentVersion": "b57d480f-b8d4-46e7-9d7c-942f2b132717", + "date": "2025-06-11T08:13:04.510699+00:00", + "fields": [ + "$schema", + "description", + "jacsFiles", + "jacsId", + "jacsLevel", + "jacsOriginalDate", + "jacsOriginalVersion", + "jacsType", + "jacsVersion", + "jacsVersionDate" + ], + "publicKeyHash": "2c9cc6361e2003173df86b9c267b3891193319da7fe7c6f42cb0fbe5b30d7c0d", + "signature": "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", + "signingAlgorithm": "RSA-PSS" + }, + "jacsType": "header", + "jacsVersion": "7e079887-652c-4065-a9bf-ff7fe226004f", + "jacsVersionDate": "2025-06-11T08:13:04.050459+00:00" +} \ No newline at end of file From 472a821f1ad3b49f48339e0a6d59436463299ceb Mon Sep 17 00:00:00 2001 From: Jonathan Hendler Date: Wed, 11 Jun 2025 01:50:41 -0700 Subject: [PATCH 17/17] local tests pass again --- jacs/src/observability/mod.rs | 10 +++- ...064cb:2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c | 46 +++++++++++++++++++ ...a3c2a:11a5ab2d-e752-449f-ad9a-2fa8f4359e48 | 46 +++++++++++++++++++ 3 files changed, 101 insertions(+), 1 deletion(-) create mode 100644 jacs/tests/fixtures/15e41c08-e8ba-4aa8-9458-5d9e334064cb:2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c create mode 100644 jacs/tests/fixtures/1a30decf-8ef1-4694-a1ab-5dad4a2a3c2a:11a5ab2d-e752-449f-ad9a-2fa8f4359e48 diff --git a/jacs/src/observability/mod.rs b/jacs/src/observability/mod.rs index 81a0dcb4f..1606049df 100644 --- a/jacs/src/observability/mod.rs +++ b/jacs/src/observability/mod.rs @@ -36,7 +36,15 @@ pub fn init_observability( // Initialize tracing FIRST (before logs!) if let Some(tracing_config) = &config.tracing { if tracing_config.enabled { - init_tracing(tracing_config)?; + match init_tracing(tracing_config) { + Ok(_) => {} + Err(e) => { + warn!( + "Info: init_tracing reported: {} (possibly already initialized)", + e + ); + } + } } } diff --git a/jacs/tests/fixtures/15e41c08-e8ba-4aa8-9458-5d9e334064cb:2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c b/jacs/tests/fixtures/15e41c08-e8ba-4aa8-9458-5d9e334064cb:2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c new file mode 100644 index 000000000..9060185c2 --- /dev/null +++ b/jacs/tests/fixtures/15e41c08-e8ba-4aa8-9458-5d9e334064cb:2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c @@ -0,0 +1,46 @@ +{ + "$schema": "https://hai.ai/schemas/header/v1/header.schema.json", + "description": "We should embed an xml document here", + "jacsFiles": [ + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/plants.xml", + "sha256": "8615f88410eeafb38e2c386ed9dbae8fadf3d4d0e50a8dc43c4287246f104311" + }, + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/breakfast.xml", + "sha256": "71ae785d2f68d8b818da97171013033a5bfc632b6cad7d286e8e1907e023d0dd" + } + ], + "jacsId": "15e41c08-e8ba-4aa8-9458-5d9e334064cb", + "jacsLevel": "raw", + "jacsOriginalDate": "2025-06-11T08:45:47.547363+00:00", + "jacsOriginalVersion": "2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c", + "jacsSha256": "aace098db9137c1f9e4b849453c9ad091b895baf6f69e894bfa574153ec811ed", + "jacsSignature": { + "agentID": "ddf35096-d212-4ca9-a299-feda597d5525", + "agentVersion": "b57d480f-b8d4-46e7-9d7c-942f2b132717", + "date": "2025-06-11T08:45:47.741759+00:00", + "fields": [ + "$schema", + "description", + "jacsFiles", + "jacsId", + "jacsLevel", + "jacsOriginalDate", + "jacsOriginalVersion", + "jacsType", + "jacsVersion", + "jacsVersionDate" + ], + "publicKeyHash": "2c9cc6361e2003173df86b9c267b3891193319da7fe7c6f42cb0fbe5b30d7c0d", + "signature": "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", + "signingAlgorithm": "RSA-PSS" + }, + "jacsType": "header", + "jacsVersion": "2ceaeaeb-0bad-4f05-b1e0-0e9aadb5541c", + "jacsVersionDate": "2025-06-11T08:45:47.547363+00:00" +} \ No newline at end of file diff --git a/jacs/tests/fixtures/1a30decf-8ef1-4694-a1ab-5dad4a2a3c2a:11a5ab2d-e752-449f-ad9a-2fa8f4359e48 b/jacs/tests/fixtures/1a30decf-8ef1-4694-a1ab-5dad4a2a3c2a:11a5ab2d-e752-449f-ad9a-2fa8f4359e48 new file mode 100644 index 000000000..fd2e5e437 --- /dev/null +++ b/jacs/tests/fixtures/1a30decf-8ef1-4694-a1ab-5dad4a2a3c2a:11a5ab2d-e752-449f-ad9a-2fa8f4359e48 @@ -0,0 +1,46 @@ +{ + "$schema": "https://hai.ai/schemas/header/v1/header.schema.json", + "description": "We should embed an xml document here", + "jacsFiles": [ + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/plants.xml", + "sha256": "8615f88410eeafb38e2c386ed9dbae8fadf3d4d0e50a8dc43c4287246f104311" + }, + { + "embed": false, + "mimetype": "text/xml", + "path": "tests/fixtures/raw/breakfast.xml", + "sha256": "71ae785d2f68d8b818da97171013033a5bfc632b6cad7d286e8e1907e023d0dd" + } + ], + "jacsId": "1a30decf-8ef1-4694-a1ab-5dad4a2a3c2a", + "jacsLevel": "raw", + "jacsOriginalDate": "2025-06-11T08:49:57.656364+00:00", + "jacsOriginalVersion": "11a5ab2d-e752-449f-ad9a-2fa8f4359e48", + "jacsSha256": "07b93cc3377f521fcb04de8f25acfabf738f851e65b5a0d286307d049e45d0a6", + "jacsSignature": { + "agentID": "ddf35096-d212-4ca9-a299-feda597d5525", + "agentVersion": "b57d480f-b8d4-46e7-9d7c-942f2b132717", + "date": "2025-06-11T08:49:57.850744+00:00", + "fields": [ + "$schema", + "description", + "jacsFiles", + "jacsId", + "jacsLevel", + "jacsOriginalDate", + "jacsOriginalVersion", + "jacsType", + "jacsVersion", + "jacsVersionDate" + ], + "publicKeyHash": "2c9cc6361e2003173df86b9c267b3891193319da7fe7c6f42cb0fbe5b30d7c0d", + "signature": "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", + "signingAlgorithm": "RSA-PSS" + }, + "jacsType": "header", + "jacsVersion": "11a5ab2d-e752-449f-ad9a-2fa8f4359e48", + "jacsVersionDate": "2025-06-11T08:49:57.656364+00:00" +} \ No newline at end of file