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ai deep-dive

Choosing a RAG Framework: LlamaIndex, Haystack, RAGFlow, Dify, and R2R Operate at Different Layers

LlamaIndex and Haystack are code-first frameworks; RAGFlow and Dify are managed application platforms; R2R packages retrieval as an API service. Choose how much control your team needs over ingestion, retrieval, and operations before choosing a tool.

#rag#framework#llamaindex#haystack#ragflow#dify#r2r
ai deep-dive

RAGFlow Deep Dive: From Document Parsing and Chunk Review to Cited Answers

RAGFlow puts document parsing, human chunk review, retrieval tests, chat, and citations in one platform; it fits layout-heavy PDFs and tables, but carries more deployment weight and platform state than a Python library.

#ragflow#rag#document-parsing#knowledge-base#self-hosted