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Support split horizons in a replicaset without TLS

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. Making it easier to use the split horizons feature What would you like to see happen? Describe the desired outcome ...
Segev Finer about 2 months ago in Replication & Sharding 0 Submitted

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

Bidirectional Data Replication beetween two or more clusters

In order to provide active-active deployments on multiple datacenter without need to shard data and route trafic based on shard-key. Develop a bidirectional replication with a conflict resolution method , for example , timestamp-based.
Guest over 4 years ago in Replication & Sharding 0 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

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

Per-Shard Change Stream and Triggers to improve scalable/performance/resilience

In our geo-sharded cluster, we use Change Streams and Atlas Triggers. Most of our pipelines include a match for the shard key - so we can process the data in the same region where the data resides. However, due to the design of change streams wit...
Boris Figovsky 7 months ago in Database / Replication & Sharding 1 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

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