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An almost-complete list of LLMOps tools for developers

29 pointsby michellezzzalmost 2 years ago

3 comments

janalsncmalmost 2 years ago
For vector search I noticed most of the names I’ve heard about in the past missing. Faiss, Annoy, hnswlib, vespa. Hell, if you have less than a a million vectors you can probably even just use the sentence transformers lib: <a href="https:&#x2F;&#x2F;www.sbert.net&#x2F;examples&#x2F;applications&#x2F;semantic-search&#x2F;README.html" rel="nofollow noreferrer">https:&#x2F;&#x2F;www.sbert.net&#x2F;examples&#x2F;applications&#x2F;semantic-search&#x2F;...</a><p>Optimize for retrieval metrics first, then speed. Recall and coverage. If those suck, it’s because your embeddings are trash and it won’t matter how fast you serve them.
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budadre75almost 2 years ago
I want to build a LLM that can look through my own documents, what tools do I need here?
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lagrange77almost 2 years ago
This cambrian explosion is crazy.