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askorama / orama

🌌 Fast, dependency-free, full-text and vector search engine with typo tolerance, filters, facets, stemming, and more. Works with any JavaScript runtime, browser, server, service!
https://docs.orama.com
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Feature request: Multiple vector properties to enable multi-modal search #711

Closed nicolastoulemont closed 5 months ago

nicolastoulemont commented 5 months ago

Add the possibility of having multiple (at least 2) vector properties to search through to facilitate multi-modal search, for example: image + semantic.

This kind of multi-modal search is currently only doable via multiple indexes and sequential queries to the different DBs which is slower.

This multi-modal search will probably mostly be used in an e-commerce context but one could imagine it being useful in RAG applications as well

micheleriva commented 5 months ago

Hi @nicolastoulemont, yes you can have multiple vector properties: https://docs.askorama.ai/open-source/usage/search/vector-search#performing-vector-search

nicolastoulemont commented 5 months ago

Thanks for the answer @micheleriva ! It looks like I misinterpreted the "only search through one vector property at a time" and wrongly assumed it also meant only having one vector prop per DB, my bad !

micheleriva commented 5 months ago

@nicolastoulemont I should probably phrase it better, thanks for noticing!