FastAPI

Phidata

Build multi-modal Agents with memory, knowledge, tools and reasoning.

screen shot for https://www.phidata.com
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Pydantic

Fast and extensible, Pydantic plays nicely with your linters/IDE/brain.

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LightRAG

LightRAG: Simple and Fast Retrieval-Augmented Generation

screen shot for https://github.com/HKUDS/LightRAG
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