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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

9 VOTE

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

1 VOTE

Add setOnUpdate operator for Upsert operations

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. We regularly want to upsert documents to mongo, and include a useful createdAt and updatedAt timestamp. createdAt is easy:...

WelcomeLend Operations 3 months ago in Querying & Aggregations 1 Future Consideration

8 VOTE

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

1 VOTE

MongoDB missing support for GeoJSON-compliant indexing+intersection queries

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. We are building a geospatial application that uses GeoJSON natively. We need to query MongoDB for a list of GeoJSON object...

Mitchell Horning 4 months ago in Querying & Aggregations 0 Future Consideration

6 VOTE

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

2 VOTE

Make Push-Based Log Export configurable

Currently both mongod and mongo-audit logs pushed every 5 mins. Not every customer/team interested in same frequency and all logs. It would be great if we can customize what logs to be pushed with granularity. - enable mongod or mongo-audit ind...

Guest 8 months ago in Vector Search 0 Submitted

3 VOTE

if you could please improve the exam issue

completed the GenAI but did not get my badge

Guest about 1 year ago in Vector Search 0 Submitted

11 VOTE

Raise the limit of 16 MB JSON between aggregation stages

When doing analytics, the 16 MB JSON limit between aggregation stages restricts the ability to process large amount of data. allowDiskUse does not help with all the various $operators and stages that we use. See ticket 00774514 for details.

Guest about 4 years ago in Querying & Aggregations 0 Submitted

4 VOTE

Add "await" option for search index operations

Extend createSearchIndex options to include an await boolean type that polls listSearchIndexes to determine the state of a search index operation. Something like this: db.movies.createSearchIndex( "example-index", { mappings: { dynamic: true },...

Guest over 1 year ago in Vector Search 0 Submitted

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