Vector searching had strange quirks where searching for "cat" would return mostly a lot of paragraphs unrelated to the word. I was using 3072 length for OAI text-embedding-3-large. Each entry was roughly 1-2 paragraphs. For my recent project, I found that PGroonga was more reliable for full text document lookup (with some fuzzy matching support).

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Very interesting breakdown, OP have you deep dived in pgvectorscale as well?

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[deleted]

I wanted to read this article. Gave up because of absolutely missing contrast. Please, if you publish something, use black (#000) for text and almost white for background and not darker grey on a lighter grey background.

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