RAG & Knowledge ★ 21.0k

RAGFlow

End-to-end RAG engine with template-based chunking you can show to a customer.

RAGFlow combines document understanding with a visible chunking pipeline, so you can inspect and correct what the retriever actually sees — the single most useful debugging feature in production RAG.

Best for: Teams that need explainable, tunable chunking

Deploy: Self-hostable

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Chunking strategies, reranking setups, evaluation harnesses and the seven failure modes that kill every RAG demo in week three.