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RAGatouille
Specialized retrieval tool for RAG in LLM apps using ColBERT late-interaction for token-level matching, integrable with vector stores like FAISS for high-precision retrieval and reranking.
RAGFlow
Open-source RAG engine for LLM apps with deep document parsing, multi-granularity chunking, hybrid retrieval integrating vector stores (e.g., Elasticsearch), and visual workflow builder.
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