Re: Vector Search with OpenAI Embeddings: Lucene Is All You Need

Thanks for sharing, Michael. But can't we say that vector DBs may utilize GPUs that are hardly possible with Lucene now? On Fri, Sep 1, 2023 at 8:24 AM Kent Fitch wrote: > My testing shows Lucene's HNSW in a very positive light. The ability to > perform blended searches (vector/semantic and

Re: Vector Search with OpenAI Embeddings: Lucene Is All You Need

My testing shows Lucene's HNSW in a very positive light. The ability to perform blended searches (vector/semantic and text) is valuable, even with high quality embeddings, and helps when the searcher's intent is to search for specific words or phrases (such as a name, or exact concepts) which get

Re: Vector Search with OpenAI Embeddings: Lucene Is All You Need

Thanks Michael, very interesting! I of course agree that Lucene is all you need, heh ;) Jimmy Lin also tweeted about the strength of Lucene's HNSW: https://twitter.com/lintool/status/1681333664431460353?s=20 Mike McCandless http://blog.mikemccandless.com On Thu, Aug 31, 2023 at 3:31 AM

Vector Search with OpenAI Embeddings: Lucene Is All You Need

Hi Together You might be interesed in this paper / article https://arxiv.org/abs/2308.14963 Thanks Michael - To unsubscribe, e-mail: java-user-unsubscr...@lucene.apache.org For additional commands, e-mail: