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LangChain vs LlamaIndex vs Flowise: Top LLM Frameworks Compared

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They typically offer components for: Retrieval ( RAG ) : Connecting to vector databases or knowledge bases to fetch relevant documents. This Retrieval-Augmented Generation (RAG) pattern enhances accuracy on private or large documents. No Native Indexing : Relies on LlamaIndex or other tools for advanced document indexing.