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@Ryrenz: Want AI to answer based on your own data without building RAG from scratch? These 5 open-source apps turn documents into a Q&A knowledge base. 1. RAGFlow — Advanced layout understanding RAG engine, 83.8k stars. Deep comprehension of complex document layouts, tables, long reports, all parsed accurately with cited answers. A popular choice for enterprise knowledge bases.

X AI KOLs Timeline ↗ · 2026-07-01 Cached

Recommends 5 open-source RAG tools (RAGFlow, AnythingLLM, Onyx, Khoj, kotaemon) that turn documents into a Q&A knowledge base with zero code, each with unique features.

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