RAG vs Vectorless RAG: How AI Systems Retrieve Knowledge

How AI finds answers — and why the next generation is rethinking the approach. Introduction LLMs are powerful, but they only know what they were trained on — once training ends, new documents, compa

ajitabh.net5 min read

#artificial-intelligence #machine-learning #llm #vector-database #rag

Responses(3)

KO

Kendrick Olori

Let's get rusty 🦀

Mar 23

First time I'm hearing of the concept of Vectorless RAG.

Thank you!

Glad you found it interesting! It’s a newer way to think about RAG that does not use vector embeddings. I’d love to hear your thoughts if you have used traditional RAG before. Thanks!

AS

Ajitabh Singh

Real-world engineering insights on AI, systems, and scalable design

Mar 24

KO

Kendrick Olori

Let's get rusty 🦀

Jun 5

I actually have used traditional RAG It's quite easier to reason about

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RAG vs Vectorless RAG: How AI Systems Retrieve Knowledge

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