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Expand Up @@ -71,6 +71,7 @@ An opinionated list of Python frameworks, libraries, tools, and resources.
- [DevOps Tools](#devops-tools)
- [Distributed Computing](#distributed-computing)
- [Task Queues](#task-queues)
- [Messaging](#messaging)
- [Job Schedulers](#job-schedulers)
- [Logging](#logging)
- [Network Virtualization](#network-virtualization)
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- [Cryptography](#cryptography)
- [Penetration Testing](#penetration-testing)
- [Web Security](#web-security)

**Miscellaneous**

Expand Down Expand Up @@ -141,6 +143,7 @@ _Libraries for building AI applications, LLM integrations, and autonomous agents
- [dspy](https://github.com/stanfordnlp/dspy) - A framework for programming, not prompting, language models.
- [hermes-agent](https://github.com/nousresearch/hermes-agent) - An adaptive AI agent framework that grows with you.
- [langchain](https://github.com/langchain-ai/langchain) - Building applications with LLMs through composability.
- [openai-agents](https://github.com/openai/openai-agents-python) - OpenAI's framework for building and managing AI agents.
- [pydantic-ai](https://github.com/pydantic/pydantic-ai) - A Python agent framework for building generative AI applications with structured schemas.
- [TradingAgents](https://github.com/TauricResearch/TradingAgents) - A multi-agents LLM financial trading framework.
- Data Layer
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- [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue.
- [rq](https://github.com/rq/rq) - Simple job queues for Python.

## Messaging

_Libraries for working with message brokers and event streaming._

- [faststream](https://github.com/ag2ai/faststream) - A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.

## Job Schedulers

_Libraries for scheduling jobs._
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- [sherlock](https://github.com/sherlock-project/sherlock) - Hunt down social media accounts by username across social networks.
- [sqlmap](https://github.com/sqlmapproject/sqlmap) - Automatic SQL injection and database takeover tool.

## Web Security

_Libraries for application-layer web security._

- [secure](https://github.com/TypeError/secure) - HTTP security headers for Python web applications with ASGI and WSGI middleware.

**Miscellaneous**

## Hardware
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