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Agreed, vector search is great but it's only one of many tools you can use to create a great search solution. We recently did a bunch of evaluation work to qua
by pmc00 3y ago
Agreed, vector search is great but it's only one of many tools you can use to create a great search solution.
We recently did a bunch of evaluation work to quantify the differences between keyword search, vector search, hybrid, reranking, etc. across a few datasets. We shared the results here: https://techcommunity.microsoft.com/t5/azure-ai-services-blog/azure-cognitive-search-outperforming-vector-search-with-hybrid/ba-p/3929167 https://techcommunity.microsoft.com/t5/azure-ai-services-blo...
Disclosure - I work in the Azure Search team.
- kordlessagain 3y agoCheck out FeatureBase, when you get a chance. Vectors and super fast operations on sets. I'm using it for managing keyterms extracted from the text and stored along with the vectors.