Full Text Search

Hello, awesome work with Marqo. I’m very interested in using it in my company, but it lacks true Full Text Search capabilities (like fuzzy search, TF-IDF, Soundex, n-grams, etc.) because BM25 is quite limited for my use case. Do you have plans to implement this feature ?

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Currently our focus is on improving vector search experiences. We will likely expand our lexical search capabilities in the long term, however these improvements are prioritised below providing a very powerful end-to-end vector search experience so I don’t have a timeline on increased full text capabilities at the moment.

We have seen great success in implementations that leverage techniques like Reciprocal Rank Fusion to pair Marqo’s vector search with existing lexical search stacks. Maybe this might be an option to consider for your use case?