SMRTR ProgrammingFeb 12, 2025Daily.dev

Building a Secure RAG with Python, LangChain, and OpenFGA

SMRTR summary

Retrieval-Augmented Generation (RAG) systems can now incorporate fine-grained authorization using OpenFGA to ensure users only access information they're permitted to see. This approach combines LangChain, OpenAI, and OpenFGA to create a secure pipeline that filters unauthorized documents before they reach the language model, maintaining accuracy and performance while adapting to changing permissions.

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