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Full-text MongoDBAtlas Retriever #873

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caiolang opened this issue Jul 5, 2024 · 1 comment
Closed

Full-text MongoDBAtlas Retriever #873

caiolang opened this issue Jul 5, 2024 · 1 comment
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feature request Ideas to improve an integration

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@caiolang
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caiolang commented Jul 5, 2024

Hello! Thank you for your work on the Haystack integrations, they rock 🤘

Is your feature request related to a problem? Please describe.
For the moment there is only a MongoDBAtlasEmbeddingRetriever available, which blocks hybrid search on Haystack using MongoDB Atlas as a document store backend.

Describe the solution you'd like
Ideally, MongoDBAtlasDocumentStore class would be incremented with a _fulltext_retrieval() function (+ additional needed functions/properties) that would be called by a new MongoDBAtlasFullTextRetriever. This would return the results of a search with the standard MongoDB Atlas query API (using $search, as far as I understand).

Describe alternatives you've considered
Currently, the alternatives would be (1) to not use hybrid search at all, relying only on semantic search, or (2) hacking together an implementation of a full-text retriever by patching MongoDBAtlasDocumentStore and creating a MongoDBAtlasFullTextRetriever. None of these are ideal.

Additional context
N/A

Thanks for your attention reading this, and hope you consider it :)

@caiolang caiolang added the feature request Ideas to improve an integration label Jul 5, 2024
@anakin87
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anakin87 commented Jul 5, 2024

duplicate of #872

@anakin87 anakin87 closed this as not planned Won't fix, can't repro, duplicate, stale Jul 5, 2024
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