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RAG Factory

RAG Factory

Production-ready RAG knowledge base template

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Building a RAG pipeline that works in production, not just a notebook, means solving a dozen problems at once. RAG Factory ships them wired together: hybrid semantic + BM25 search, Cohere Rerank v3, parent-document retrieval, a hallucination-reduction layer with inline citations, SSE streaming, configurable chunking, and observability. Deploy a production-ready knowledge base instead of reinventing the stack.

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