diff --git a/.github/workflows/verify-python.yml b/.github/workflows/verify-python.yml index 1897bfb7..69983c6b 100644 --- a/.github/workflows/verify-python.yml +++ b/.github/workflows/verify-python.yml @@ -86,3 +86,22 @@ jobs: - name: Run smoke tests run: uv run pytest tests/ -v + + agno-tool-policy: + name: agno-tool-policy + runs-on: ubuntu-latest + defaults: + run: + working-directory: python/agno-tool-policy + steps: + - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5 # v4 + + - uses: astral-sh/setup-uv@d4b2f3b6ecc6e67c4457f6d3e41ec42d3d0fcb86 # v5 + with: + version: "latest" + + - name: Install dependencies + run: uv sync --extra dev + + - name: Run smoke tests + run: uv run pytest tests/ -v diff --git a/python/README.md b/python/README.md index acaa8b14..6af4a167 100644 --- a/python/README.md +++ b/python/README.md @@ -9,6 +9,7 @@ This directory contains runnable Python examples showing how to integrate Agent | `langchain-basic-agent/` | LangChain | Wire Agent Assembly SDK into a basic LangChain agent | | `openai-agents-sdk/` | OpenAI Agents SDK| Govern tool calls made by an OpenAI Agents SDK agent | | `llamaindex-tool-policy/` | LlamaIndex | Enforce tool-level allow/deny policies with LlamaIndex | +| `agno-tool-policy/` | Agno | Govern Agno tool calls via the native Agno adapter | | `custom-tool-policy/` | — | Write a custom Python tool wrapper with SDK | All examples use the `agent-assembly` Python package (available on PyPI). diff --git a/python/agno-tool-policy/.env.example b/python/agno-tool-policy/.env.example new file mode 100644 index 00000000..23244568 --- /dev/null +++ b/python/agno-tool-policy/.env.example @@ -0,0 +1,7 @@ +# Agent Assembly gateway connection (required for production mode) +# Leave unset to run in offline / sdk-only demo mode +# AGENT_ASSEMBLY_GATEWAY_URL=http://localhost:8080 +# AGENT_ASSEMBLY_API_KEY=your-api-key-here + +# Agno LLM provider (optional — this example drives tools directly, no live LLM) +# OPENAI_API_KEY=your-openai-key-here diff --git a/python/agno-tool-policy/README.md b/python/agno-tool-policy/README.md new file mode 100644 index 00000000..e7871b3b --- /dev/null +++ b/python/agno-tool-policy/README.md @@ -0,0 +1,109 @@ +# agno-tool-policy + +Demonstrates [Agent Assembly](https://github.com/AI-agent-assembly/agent-assembly-examples) governance of an [Agno](https://docs.agno.com/) (formerly Phidata) agent using Agno's **native Agent Assembly adapter**. + +Agno runs every function-tool call through a single chokepoint — `agno.tools.function.FunctionCall.execute`. The SDK's Agno adapter patches that method, so every tool an Agno agent invokes passes through policy **before** its body executes: a `deny` short-circuits the tool entirely (its body never runs), an `allow` runs it. This example wires the real adapter (`AgnoPatch`) to a local offline policy and drives genuine Agno `@tool` functions exactly as an Agno `Agent` does, so you can watch the safe tools run and the dangerous one get blocked — with no gateway, API key, or live LLM. + +## What this example demonstrates + +- Initializing Agent Assembly with `init_assembly()`. +- Governing real Agno `@tool` functions through the **native Agno adapter** (`AgnoPatch` over `FunctionCall.execute`). +- An **allowed** tool call (`get_weather`) that runs and returns its real output. +- Another **allowed** tool call (`summarize_docs`). +- A **denied** tool call (`execute_sql`) whose body is short-circuited by `deny_arbitrary_execution` — the tool never executes. + +## Prerequisites + +| Requirement | Version | +|---|---| +| Python | >= 3.12 | +| [uv](https://github.com/astral-sh/uv) | latest | +| Agent Assembly Python SDK | >= 0.0.1b4 | +| Agno | >= 2.0.0 | + +No API key or running gateway is required for the offline demo. + +## Setup + +```bash +cd python/agno-tool-policy +uv sync --extra dev +``` + +## Run + +```bash +uv run python src/main.py +``` + +### Expected output + +``` +============================================================== + Agent Assembly — Agno Tool Policy Demo +============================================================== + +Initializing Agent Assembly (gateway: http://localhost:8080, sdk-only mode)... + Agent: agno-demo-agent + Gateway: http://localhost:8080 + Mode: sdk-only (offline demo) + +Policy rules (local simulation of gateway policy): + DENY — execute_sql, run_shell_command (arbitrary execution) + ALLOW — everything else + +Agno governance hook installed on FunctionCall.execute. +Tools governed: get_weather, summarize_docs, execute_sql + +Running governed tool calls: +-------------------------------------------- + → get_weather({'city': 'London'}) + ✅ ALLOWED — Weather in London: sunny, 22C (mock) + + → summarize_docs({'topic': 'policy enforcement'}) + ✅ ALLOWED — Summary for 'policy enforcement': Agent Assembly provides governance... (mock) + + → execute_sql({'sql': 'DROP TABLE users; --'}) + ❌ BLOCKED — [BLOCKED by governance policy] Tool 'execute_sql' is blocked by policy rule 'deny_arbitrary_execution'. ... + +Assembly context shut down. +``` + +## Run tests + +```bash +uv run pytest tests/ -v +``` + +The smoke tests are a real governance proof: the deny test asserts the denied tool's body **never ran** (a no-op patch would let it execute), and the allow test asserts the real tool body ran and returned its output. + +## How governance attaches + +In production, `init_assembly()` **auto-detects** Agno and installs the governance hook automatically — you do not call `AgnoPatch` yourself, and the live runtime answers each allow/deny decision. This offline demo has no live runtime, so `init_assembly()` installs a no-op hook; the example reverts it and re-applies the hook wired to a local `LocalPolicyEngine` so the allow/deny decisions are visible without a gateway. + +## Switching to production mode + +1. Start an Agent Assembly gateway or use your SaaS workspace URL. +2. Copy `.env.example` to `.env` and fill in credentials. +3. Drop the manual `AgnoPatch` wiring — `init_assembly()` auto-detects Agno and the live runtime governs every `FunctionCall.execute` automatically: + +```python +with init_assembly(gateway_url="http://localhost:8080", agent_id="my-agno-agent") as ctx: + # Agno is auto-detected and governed; just run your agent as usual. + agent.run("...") +``` + +## Troubleshooting + +| Problem | Fix | +|---|---| +| `ModuleNotFoundError: agent_assembly` | Run `uv sync` first | +| `ModuleNotFoundError: agno` | Run `uv sync` — `agno` is a required dependency | +| `execute_sql` shows ALLOWED | The `init_assembly()` no-op hook was not reverted before applying the policy hook — the patch is idempotent, so revert it first (the example does this) | + +## Links + +- [Agent Assembly Python SDK](https://github.com/AI-agent-assembly/python-sdk) +- [Agno docs](https://docs.agno.com/) +- [Agent Assembly Examples](../../README.md) +- [Python Examples](../README.md) diff --git a/python/agno-tool-policy/pyproject.toml b/python/agno-tool-policy/pyproject.toml new file mode 100644 index 00000000..9e39f010 --- /dev/null +++ b/python/agno-tool-policy/pyproject.toml @@ -0,0 +1,26 @@ +[project] +name = "agno-tool-policy" +version = "0.1.0" +description = "Agent Assembly governance demo with the native Agno adapter" +requires-python = ">=3.12" +dependencies = [ + # Requires the agent-assembly release that ships the native Agno adapter + # (agent_assembly.adapters.agno, AAASM-3537). Until that release is on PyPI, + # install the SDK from the python-sdk repo's AAASM-3537 branch. + "agent-assembly>=0.0.1b4", + "agno>=2.0.0", +] + +[project.optional-dependencies] +dev = [ + "pytest>=8.0.0", +] + +[tool.pytest.ini_options] +testpaths = ["tests"] +pythonpath = ["."] + +[tool.uv.sources] +# Track the SDK's git master so the example validates against the merged +# adapter until 0.0.1b5 publishes it to PyPI. Revert to the PyPI pin then. +agent-assembly = { git = "https://github.com/ai-agent-assembly/python-sdk.git", branch = "master" } diff --git a/python/agno-tool-policy/src/__init__.py b/python/agno-tool-policy/src/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/python/agno-tool-policy/src/main.py b/python/agno-tool-policy/src/main.py new file mode 100644 index 00000000..5104f1a3 --- /dev/null +++ b/python/agno-tool-policy/src/main.py @@ -0,0 +1,124 @@ +""" +agno-tool-policy: Agent Assembly governance demo with Agno (formerly Phidata). + +Agno has a **native Agent Assembly adapter**. The SDK governs Agno by patching +``agno.tools.function.FunctionCall.execute`` — the single chokepoint every Agno +function-tool call runs through — so every tool an Agno agent invokes passes +through policy *before* its body executes. A ``deny`` short-circuits the tool +entirely (its body never runs); an ``allow`` runs it and records the result. + +This demo wires the real Agno adapter (``AgnoPatch``) to a local offline policy +and drives genuine Agno ``@tool`` functions exactly as an Agno ``Agent`` does — +``FunctionCall(...).execute()`` — so you can watch governance allow the safe +tools and block the dangerous one with no gateway, API key, or live LLM. + +Run (offline mode, no gateway or API key required): + uv run python src/main.py + +For production use, start the Agent Assembly gateway and update the gateway URL: + AGENT_ASSEMBLY_GATEWAY_URL=http://localhost:8080 uv run python src/main.py +""" + +from __future__ import annotations + +import os +import sys + +sys.path.insert(0, os.path.dirname(os.path.dirname(__file__))) + +from agno.tools.function import Function, FunctionCall + +from agent_assembly import init_assembly +from agent_assembly.adapters.agno import AgnoPatch + +from src.policy import LocalPolicyEngine +from src.tools import execute_sql, get_weather, summarize_docs + +_BLOCKED_MARKER = "[BLOCKED by governance policy]" + +_DEMO_CALLS = [ + (get_weather, {"city": "London"}), + (summarize_docs, {"topic": "policy enforcement"}), + (execute_sql, {"sql": "DROP TABLE users; --"}), +] + + +def _run_governed_call(function: Function, arguments: dict[str, str]) -> None: + """Run a real Agno tool through the patched FunctionCall.execute. + + This is the exact call an Agno ``Agent`` makes to execute a tool — the + governance hook runs first, so a denied tool returns a failure result and + its body never executes. + """ + name = getattr(function, "name", "tool") + print(f" → {name}({arguments})") + result = FunctionCall(function=function, arguments=arguments).execute() + if result.status == "failure" and _BLOCKED_MARKER in str(result.error): + print(f" ❌ BLOCKED — {result.error}") + else: + print(f" ✅ ALLOWED — {result.result}") + print() + + +def main() -> None: + print("=" * 62) + print(" Agent Assembly — Agno Tool Policy Demo") + print("=" * 62) + print() + + gateway_url = os.environ.get("AGENT_ASSEMBLY_GATEWAY_URL", "http://localhost:8080") + api_key = os.environ.get("AGENT_ASSEMBLY_API_KEY") + + print(f"Initializing Agent Assembly (gateway: {gateway_url}, sdk-only mode)...") + + with init_assembly( + gateway_url=gateway_url, + api_key=api_key, + agent_id="agno-demo-agent", + mode="sdk-only", + ) as ctx: + print(f" Agent: {ctx.client.agent_id}") + print(f" Gateway: {ctx.client.gateway_url}") + print(f" Mode: {ctx.network_mode} (offline demo)") + print() + + policy = LocalPolicyEngine() + + print("Policy rules (local simulation of gateway policy):") + print(" DENY — execute_sql, run_shell_command (arbitrary execution)") + print(" ALLOW — everything else") + print() + + # In production init_assembly() auto-detects Agno and wires the live + # runtime as the interceptor automatically. In this offline sdk-only demo + # there is no live runtime, so init_assembly() installs a no-op hook; we + # revert it and re-apply the hook wired to our local policy so the demo + # shows real allow/deny decisions without a gateway. (The patch is + # idempotent, so we must revert the no-op hook before installing ours.) + AgnoPatch(policy).revert() + patch = AgnoPatch(policy) + assert patch.apply(), ( + "Agno governance hook did not install — is agno importable?" + ) + + print("Agno governance hook installed on FunctionCall.execute.") + print("Tools governed: get_weather, summarize_docs, execute_sql") + print() + + print("Running governed tool calls:") + print("-" * 44) + try: + for function, arguments in _DEMO_CALLS: + _run_governed_call(function, arguments) + finally: + patch.revert() + + print("Assembly context shut down.") + print() + print("Note: in production, init_assembly() auto-detects Agno and applies") + print(" this governance automatically — no manual AgnoPatch needed; the") + print(" live runtime answers the allow/deny decision instead of the demo policy.") + + +if __name__ == "__main__": + main() diff --git a/python/agno-tool-policy/src/policy.py b/python/agno-tool-policy/src/policy.py new file mode 100644 index 00000000..570864ba --- /dev/null +++ b/python/agno-tool-policy/src/policy.py @@ -0,0 +1,53 @@ +"""Local offline policy engine for the agno-tool-policy example. + +Unlike a framework with no adapter, **Agno has a native Agent Assembly adapter** +(``agent_assembly.adapters.agno``). The SDK governs Agno by monkey-patching +``agno.tools.function.FunctionCall.execute`` — the single chokepoint every Agno +function-tool call runs through — so a governed tool consults this policy's +``check_tool_start`` *before* its body executes. A ``deny`` short-circuits the +tool entirely; the body never runs. + +This ``LocalPolicyEngine`` simulates the gateway's allow/deny verdicts offline, +so the demo runs with no gateway or API key. In production the same +``check_tool_start`` contract is answered by the live runtime instead. +""" + +from __future__ import annotations + +from typing import Any + +#: Tools denied by this demo policy — destructive or arbitrary-execution actions. +DENIED_TOOLS: frozenset[str] = frozenset( + { + "execute_sql", + "run_shell_command", + } +) + + +class LocalPolicyEngine: + """Simulates Agent Assembly gateway policy enforcement in offline mode. + + Implements the interceptor contract the Agno adapter calls before running a + tool: ``check_tool_start`` returns ``{"status": "allow"}`` or + ``{"status": "deny", "reason": ...}``. ``_enforce = True`` puts the engine in + the fail-closed posture so an unknown verdict denies rather than allows. + """ + + _enforce = True + + def check_tool_start( + self, + *, + tool_name: str = "", + **kwargs: Any, + ) -> dict[str, str]: + del kwargs + if tool_name in DENIED_TOOLS: + return { + "status": "deny", + "reason": ( + f"Tool '{tool_name}' is blocked by policy rule 'deny_arbitrary_execution'." + ), + } + return {"status": "allow"} diff --git a/python/agno-tool-policy/src/tools.py b/python/agno-tool-policy/src/tools.py new file mode 100644 index 00000000..1f35a8ea --- /dev/null +++ b/python/agno-tool-policy/src/tools.py @@ -0,0 +1,44 @@ +"""Agno function-tool definitions for the agno-tool-policy example. + +Each tool is a real Agno ``@tool`` (an ``agno.tools.function.Function``), the same +object an Agno ``Agent`` invokes when the model chooses a tool. Three tools: + + - get_weather — safe read-only lookup (ALLOWED by policy) + - summarize_docs — safe summarisation tool (ALLOWED by policy) + - execute_sql — arbitrary SQL execution (DENIED by policy) + +The ``execute_sql`` body records into ``SQL_EXECUTIONS`` so the demo (and the +smoke test) can prove a denied tool's body never runs — governance short-circuits +it before execution. +""" + +from __future__ import annotations + +from agno.tools import tool + +#: Side-effect sink: ``execute_sql`` appends here when its body actually runs. +#: A governed deny must leave this empty — proof the body was short-circuited. +SQL_EXECUTIONS: list[str] = [] + + +@tool +def get_weather(city: str) -> str: + """Get the current weather for a city.""" + return f"Weather in {city}: sunny, 22C (mock)" + + +@tool +def summarize_docs(topic: str) -> str: + """Summarize documents related to a topic.""" + return f"Summary for '{topic}': Agent Assembly provides governance... (mock)" + + +@tool +def execute_sql(sql: str) -> str: + """Execute an arbitrary SQL statement against the database. + + This tool is DANGEROUS and is blocked by policy in this example. If + governance is working, this body never runs for a denied call. + """ + SQL_EXECUTIONS.append(sql) + return f"SQL result for: {sql}" diff --git a/python/agno-tool-policy/tests/__init__.py b/python/agno-tool-policy/tests/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/python/agno-tool-policy/tests/test_smoke.py b/python/agno-tool-policy/tests/test_smoke.py new file mode 100644 index 00000000..cc52bb15 --- /dev/null +++ b/python/agno-tool-policy/tests/test_smoke.py @@ -0,0 +1,94 @@ +"""Smoke tests for agno-tool-policy — offline, no gateway or API key required. + +These drive real Agno ``@tool`` functions through the SDK's real ``AgnoPatch`` +(the native Agno adapter) and assert genuine governance: a denied tool's body is +short-circuited before it runs, an allowed tool runs and returns its real output. +The deny test is the negative control — it fails if governance is a no-op. +""" + +from __future__ import annotations + +from collections.abc import Iterator +from typing import Any + +import pytest +from agno.tools.function import Function, FunctionCall, FunctionExecutionResult + +from agent_assembly.adapters.agno import AgnoPatch + +from src.policy import LocalPolicyEngine +from src.tools import SQL_EXECUTIONS, execute_sql, get_weather, summarize_docs + +_BLOCKED_MARKER = "[BLOCKED by governance policy]" + + +@pytest.fixture +def governed() -> Iterator[None]: + """Apply the real Agno governance hook for the test, then revert it.""" + SQL_EXECUTIONS.clear() + patch = AgnoPatch(LocalPolicyEngine()) + assert patch.apply() is True, "Agno governance hook did not install" + try: + yield + finally: + patch.revert() + + +def _run(function: Function, arguments: dict[str, Any]) -> FunctionExecutionResult: + return FunctionCall(function=function, arguments=arguments).execute() + + +def test_get_weather_is_allowed(governed: None) -> None: + result = _run(get_weather, {"city": "London"}) + assert result.status == "success" + assert "London" in str(result.result) + + +def test_summarize_docs_is_allowed(governed: None) -> None: + result = _run(summarize_docs, {"topic": "governance"}) + assert result.status == "success" + assert "governance" in str(result.result) + + +def test_execute_sql_is_denied(governed: None) -> None: + result = _run(execute_sql, {"sql": "SELECT * FROM secrets"}) + assert result.status == "failure" + assert _BLOCKED_MARKER in str(result.error) + assert "deny_arbitrary_execution" in str(result.error) + + +def test_denied_tool_body_does_not_run(governed: None) -> None: + # Negative control: a no-op patch would let the body run -> SQL_EXECUTIONS + # would record the statement. + _run(execute_sql, {"sql": "DROP TABLE users"}) + assert SQL_EXECUTIONS == [], "denied tool body executed — governance is a no-op" + + +def test_allowed_tool_body_runs() -> None: + # Without the patch applied, the real tool body runs and returns its output. + result = _run(get_weather, {"city": "Paris"}) + assert result.status == "success" + assert "Paris" in str(result.result) + + +def test_init_assembly_sdk_only_requires_no_gateway() -> None: + from unittest.mock import patch + + from agent_assembly import init_assembly + from agent_assembly.core import assembly as _core + + with ( + patch.object(_core, "_register_adapters", return_value=[]), + patch.object( + _core, "_start_network_layer", return_value=("sdk-only", lambda: None) + ), + ): + ctx = init_assembly( + gateway_url="http://localhost:8080", + agent_id="test-agno-agent", + mode="sdk-only", + ) + try: + assert ctx.client.agent_id == "test-agno-agent" + finally: + ctx.shutdown() diff --git a/python/agno-tool-policy/uv.lock b/python/agno-tool-policy/uv.lock new file mode 100644 index 00000000..761697e1 --- /dev/null +++ b/python/agno-tool-policy/uv.lock @@ -0,0 +1,589 @@ +version = 1 +revision = 2 +requires-python = ">=3.12" + +[[package]] +name = "agent-assembly" +version = "0.0.1b4" +source = { git = 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