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grounded-generation

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Beginner-friendly Python RAG project that turns StackOverflow Q&A data into a grounded knowledge assistant using sentence-transformer embeddings, FAISS retrieval, and strict citation-based LLM answering.

  • Updated Mar 9, 2026
  • Python

Production-oriented local RAG system with FAISS, FastAPI, and Docker, featuring confidence-gated generation, safe refusals, and grounded citations. Built with real-world reliability and deployment in mind.

  • Updated Jan 13, 2026
  • Python

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