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A good set of resources if you wanna check out some other ones, been reviewing some myself. https://github.com/currentslab/awesome-vector-search https://github.
by hobs 4y ago
A good set of resources if you wanna check out some other ones, been reviewing some myself.
https://github.com/currentslab/awesome-vector-search https://github.com/currentslab/awesome-vector-search
I was surprised to see Elastic actually has ok support for some of this stuff, though it appears slower for most of the tasks.
- jabo 4y agoWe added HNSW-based vector search to Typesense as well recently: https://typesense.org/docs/0.24.0/api/vector-search.html https://typesense.org/docs/0.24.0/api/vector-search.html So you can combine attribute-based filters along with nearest-neighbor search. Put together this semantic search + filtering demo just last week: https://github.com/typesense/typesense-instantsearch-semantic-search-demo https://github.com/typesense/typesense-instantsearch-semanti...
- jn2clark 4y agoThanks for the link. Nice to see Marqo on there (disclaimer I am a co-founder of Marqo). For anyone that is interested it includes a really nice api for handling a lot of the manipulations and operations you want to do (adding, updating, patching documents, filtering, embeddings only a subset of fields, multi-modal querying, multi-modal document representations) which are absent from vector db's. It also takes care of inference https://github.com/marqo-ai/marqo https://github.com/marqo-ai/marqo