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    Threshold-based similarity search

    We should support threshold-based similarity search instead of solely topK search. This would allow us to more efficiently gather results by considering a relevancy threshold within the prefilter.
    Guest about 2 years ago in Vector Search 0 Submitted

    Hybrid Search

    Provide improved support for combining $search and $vectorSearch stages
    Guest 10 months ago in Vector Search 0 Submitted

    Allow customization of where $merge creates the temp collection used when rehydrating data from Online Archive --> Atlas

    When you restore data from the Online Archive back into your Atlas cluster (aka "rehydrate") you need to use $merge within an aggregation pipeline. What isn't documented is that $merge will create a temporary collection in the same database you're...
    Toben Nelson about 2 years ago in Atlas Backups 0 Submitted

    Improve Performance when filtering collection as part of Atlas Vector Search

    Adding filters to the $vectorSearch aggregation step should improve performance of vectorSearch given that we are searching over a smaller subset of the collection. Especially if those filters are for fields that we have an index for. When testin...
    Guest almost 2 years ago in Vector Search 1 Submitted

    Can you add support for storing the archive data in GCP cloud storage?

    The Cold Storage (Archiving) is available only in AWS S3 as of now. Can you please make it available in GCP cloud storage to move all the MongoDB archives?
    Guest over 3 years ago in Atlas Backups 4 Submitted

    Atlas Vector Search + Geospatial, please! 🙏

    Would love to be able to do a geospatial query like $geoWithin together with Atlas Vector Search query!
    Guest about 2 years ago in Vector Search 0 Submitted

    Online archive delete possibility

    To free up space in the Online Archive (OA) and comply to GDPR . It would be good to delete not only by "age" the data in an OA, but also by a customize query, similar like the option the data is transferred to the OA from a collection. (A custom ...
    Guest over 3 years ago in Atlas Backups 1 Submitted

    Allow users to download backup snapshots from BYO-KMS encrypted clusters

    Many clients download backup snapshots to keep an offline copy of their data either to restore it into their on-prem development environment or to keep an offline copy of their data. At the moment, Atlas does not allow downloading backup snapshots...
    Guest over 5 years ago in Atlas Backups 0 Submitted

    Support Online Archive in Azure Switzerland North region

    Please make Online Archive available in Azure's Switzerland North region We are using MongoDB Atlas in Azure notably to store personal health data of patients. We are based in Switzerland (which is not part of the EU), and the regulation requires...
    Guest about 2 years ago in Atlas Backups 0 Submitted

    Vector Search Index support in pymongo

    Currently creating a Search Index of type "vector" is not possible with pymongo v4.6.2. https://www.mongodb.com/community/forums/t/create-vector-search-pymongo-latest-version-returns-command-not-found/267874/3?u=matthieu_mazzolini
    Guest about 2 years ago in Vector Search 0 Submitted