New ask Hacker News story: You Do Not Need a Vector Database (For RAG): Benchmarking IR Methods
You Do Not Need a Vector Database (For RAG): Benchmarking IR Methods
4 by ylow | 0 comments on Hacker News.
The document retrieval problem for RAG is basically a case for information retrieval and there are simpler solutions to do so. Vector embeddings are still useful, but they should be used in a later stage of the IR pipeline and not as the first stage retrieval, for which there are simpler and more performant solutions. Github link to notebook, and blog post: https://ift.tt/wQ5cHNb
4 by ylow | 0 comments on Hacker News.
The document retrieval problem for RAG is basically a case for information retrieval and there are simpler solutions to do so. Vector embeddings are still useful, but they should be used in a later stage of the IR pipeline and not as the first stage retrieval, for which there are simpler and more performant solutions. Github link to notebook, and blog post: https://ift.tt/wQ5cHNb
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