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zstd compress in mongodump and mongorestore

What problem are you trying to solve? Focus on the what and why of the need you have, not the how you'd like it solved. accelerate the mongodump and mongorestore using zstd compression in place of gzip What would you like to see happen? ...
Benoît Sudan about 1 month ago in Database Tools (ie: MongoSync, MongoMirror, etc.) 0 Submitted

A business record sample instantly generates a fully workable React NextJS web application managing the business record list upon a MongoDB Atlas database.

What problem are you trying to solve? Focus on the what and why of the need you have, not the how you'd like it solved. Business applications are primarily managing business record lists in databases. Even with AI tools, the developers still ...
Wanlou Feng 29 days ago in Database Tools (ie: MongoSync, MongoMirror, etc.) 0 Submitted

Mongo Express

What problem are you trying to solve? Focus on the what and why of the need you have, not the how you'd like Ui is old What would you like to see happen? Describe the desired outcome or enhancement. new ui Why is this important...
В'ячеслав Заліцький 2 months ago in Database Tools (ie: MongoSync, MongoMirror, etc.) 1 Will Not Implement

Hybrid Search

Provide improved support for combining $search and $vectorSearch stages
Guest 9 months ago in Vector Search 0 Submitted

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

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

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

OIDC Workforce (Human Flow) support for Database tools

Until now, MongoDB tools have exclusively supported authentication mechanisms designed for human users. With the recent addition of OAuth 2.0 support, we’ve shifted toward an application-based authentication method. However, all other supported au...
Shawn Hawkins 6 months ago in Database Tools (ie: MongoSync, MongoMirror, etc.) 1 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

RAG and Semantic Search Tools in the Atlas Search Playground

Have ideas about what features would be helpful for RAG and Semantic Search in the Atlas Search Playground? Let us know!
Guest almost 2 years ago in Vector Search 1 Submitted