Dev Tools · 2h ago
RAG vs. Agentic RAG vs. Graph RAG: Choosing the Right Architecture
The article compares three retrieval-augmented generation architectures: basic RAG, Agentic RAG, and Graph RAG. It explains that naive RAG fails for multi-hop reasoning or entity relationships across documents. Agentic RAG adds tool-calling agents, while Graph RAG models entity relationships for complex queries.
Meridian48 take
A useful taxonomy for developers, but the real test is whether these approaches scale beyond toy examples without ballooning latency and cost.
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RAG vs. Agentic RAG vs. Graph RAG: Which One Actually Fits Your Use Case? →
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