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https://github.com/ictup/production-rag-assistant

Production-ready RAG backend with FastAPI, pgvector, hybrid retrieval, eval gates, observability, RBAC, async exports, and OpenAI providers.
https://github.com/ictup/production-rag-assistant

ai-engineering alembic docker evals fastapi hybrid-search llm observability openai pgvector postgresql production-ready prometheus python rag rbac retrieval-augmented-generation semantic-search sse vector-search

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Production-ready RAG backend with FastAPI, pgvector, hybrid retrieval, eval gates, observability, RBAC, async exports, and OpenAI providers.

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