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ai deep-dive

R2R Deep Dive: Ingestion, Hybrid Search, and RAG behind an API

R2R packages document ingestion, hybrid search, knowledge graphs, RAG, Agents, and access controls behind a REST API; it fits teams that already own their product frontend and backend and need a retrieval service.

#r2r#rag#retrieval#api#self-hosted
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