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@@ -71,6 +71,7 @@ An opinionated list of Python frameworks, libraries, tools, and resources.
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- [DevOps Tools](#devops-tools)
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- [Distributed Computing](#distributed-computing)
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- [Task Queues](#task-queues)
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- [Messaging](#messaging)
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- [Job Schedulers](#job-schedulers)
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- [Logging](#logging)
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- [Network Virtualization](#network-virtualization)
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- [Cryptography](#cryptography)
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- [Penetration Testing](#penetration-testing)
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- [Web Security](#web-security)
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**Miscellaneous**
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- [dspy](https://github.com/stanfordnlp/dspy) - A framework for programming, not prompting, language models.
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- [hermes-agent](https://github.com/nousresearch/hermes-agent) - An adaptive AI agent framework that grows with you.
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- [langchain](https://github.com/langchain-ai/langchain) - Building applications with LLMs through composability.
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- [openai-agents](https://github.com/openai/openai-agents-python) - OpenAI's framework for building and managing AI agents.
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- [pydantic-ai](https://github.com/pydantic/pydantic-ai) - A Python agent framework for building generative AI applications with structured schemas.
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- [TradingAgents](https://github.com/TauricResearch/TradingAgents) - A multi-agents LLM financial trading framework.
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- Data Layer
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- [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue.
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- [rq](https://github.com/rq/rq) - Simple job queues for Python.
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## Messaging
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_Libraries for working with message brokers and event streaming._
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- [faststream](https://github.com/ag2ai/faststream) - A framework for building asynchronous services over Apache Kafka, RabbitMQ, NATS, MQTT and Redis.
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## Job Schedulers
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_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.
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- [sqlmap](https://github.com/sqlmapproject/sqlmap) - Automatic SQL injection and database takeover tool.
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## Web Security
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_Libraries for application-layer web security._
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- [secure](https://github.com/TypeError/secure) - HTTP security headers for Python web applications with ASGI and WSGI middleware.
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**Miscellaneous**
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## Hardware

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