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tw1984
5 months ago
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The RAG Obituary: Killed by agents, buried by cont...
No, grep is not RAG. RAG is all about embeddings + vector search + LLM working under a fixed workflow.
Saying grep is also RAG is like saying ext4 + grep is a database.
rpcorb
5 months ago
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You don't decide what "RAG" means, a term that's been around for much, much less time than "database".
CuriouslyC
5 months ago
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So you're saying grep isn't a form of information retrieval?
tw1984
5 months ago
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information retrieval is a much larger superset of RAG.
grep + agentic LLM is not RAG.
leobg
5 months ago
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Retrieval Augmented Generation. How you do the retrieving is irrelevant. You can do it manually and it’ll still be RAG. Also, most RAG pipelines combine multiple approaches - BM25, embeddings, etc..
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Saying grep is also RAG is like saying ext4 + grep is a database.