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Re:Show HN: Vectorless RAG by nikishuyi on Friday August 29, 2025 @09:48AM (#45064101)
Yeah, I strongly agree. I also found in AI coding tools, tree search has replaced vector search. I’m wondering if in generic RAG systems, tree search will replace vector databases?
Re:Show HN: Vectorless RAG by CuriouslyC on Friday August 29, 2025 @11:12AM (#45065193)
Tree search hasn't replaced vector search, you can use them synergistically, it's just that vector search is "fiddly" as you have to set up a bunch of stuff to index your repos, manage embeddings, etc and it can use a lot of disk space if you don't use graph representations for your embeddings like LEANN.