---
title: "Comment by Kendrick Olori on \"RAG vs Vectorless RAG: How AI Systems Retrieve Knowledge\" | Hashnode"
description: "First time I'm hearing of the concept of Vectorless RAG. Thank you!"
url: "https://hashnode.com/posts/rag-vs-vectorless-rag/69c0ce24d9da55a9a5374a93/comment/69c1b06530a9b81e3aaac5f5"
---

[Discussion](https://hashnode.com/posts/rag-vs-vectorless-rag/69c0ce24d9da55a9a5374a93)

Comment [RAG vs Vectorless RAG: How AI Systems Retrieve Knowledge](https://hashnode.com/posts/rag-vs-vectorless-rag/69c0ce24d9da55a9a5374a93)

[Kendrick Olori](https://hashnode.com/@olorikendrick)

[Mar 23](https://hashnode.com/posts/rag-vs-vectorless-rag/69c0ce24d9da55a9a5374a93/comment/69c1b06530a9b81e3aaac5f5)

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

Thank you!

[Ajitabh Singh](https://hashnode.com/@ajitabh)

[Mar 24](https://hashnode.com/posts/rag-vs-vectorless-rag/69c0ce24d9da55a9a5374a93/comment/69c1b06530a9b81e3aaac5f5#reply-69c29a3392029d915f326be7)

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!

[Kendrick Olori](https://hashnode.com/@olorikendrick)

[Jun 5](https://hashnode.com/posts/rag-vs-vectorless-rag/69c0ce24d9da55a9a5374a93/comment/69c1b06530a9b81e3aaac5f5#reply-6a2347352f033f213d3d124c)

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