CrewAI
Python framework for orchestrating role-based multi-agent teams that collaborate to complete complex tasks
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Microsoft AutoGen
Framework for building multi-agent AI systems where LLM agents collaborate, debate, and use tools to solve complex tasks — from Microsoft Research
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Hugging Face
The hub for open-source machine learning models, datasets, and spaces — essential for working with transformers and LLMs in Python
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Instructor
Structured outputs from LLMs using Pydantic — extracts typed, validated data from any LLM response, eliminating JSON parsing headaches in AI pipelines
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