Summary
What is the problem or use case, what are we trying to achieve?
Auto embedding in Community Vector Search requires new feature support for Python, JS, Java, C#, GoLang drivers. This feature provides a 1-click AI semantic search powered by Voyage AI models. Community release scheduled for Jan 15 2026, to be announced in SF .Local.
PD - https://docs.google.com/document/d/1xYiRFjZKCsJNjD-jiAJS7qAW8M2r9TYfVj5cCJ-CozY/edit?tab=t.0
Required changes: Builder Support and Type Support
Motivation
Who is the affected end user?
Atlas Search Developers
How does this affect the end user?
Developers won't be able to use the new Community Vector Search feature to programmatically create/edit their vector search indexes, and be able to query them.
How likely is it that this problem or use case will occur?
Main case for the target users
If the problem does occur, what are the consequences and how severe are they?
Users would be blocked to adopt Auto embedding Vector Search indexes. Alternatively, they can use compass, etc to configure their indexes, which is acceptable in the short term for testing but not for production use cases. For querying they would be blocked which is a bigger concern.
Is this issue urgent?
This is a big announcement at .Local SF on Jan 15 2026.
Is this ticket required by a downstream team?
Compass
Is this ticket only for tests?
Functional impact
Acceptance Criteria
- Support for new query parameters and index configurations as specified in the syntax doc - https://docs.google.com/document/d/13Q-T50m9TM791HZy6AgxOazbo_CWXHAaATg9hYtqZEc/edit?tab=t.0#heading=h.kjikha3v63vm
Update spec and add at least unit tests for correct driver commands with expectErrorremoving after further discussion.See createSearchIndex for reference on writing a unit test.
-
- Drivers should be able to test manually against some build that has the correct API
- Integration tests can be deferred to follow up work to complete once a CI-compatible server is available with this feature (file a follow-up DRIVERS ticket and block on corresponding upstream work)
- File a single DOCSP ticket (DOCSP-56077) to update the index reference page with new examples
- is related to
-
DRIVERS-3350 [AI-Frameworks] Auto embedding in LangChain & LangGraph for Community Vector search
-
- In Progress
-
- related to
-
DRIVERS-3078 Include the type field in updateSearchIndex command document
-
- Backlog
-
- split to
-
CDRIVER-6129 Driver support for new syntax in Auto embedding in Community Vector search
-
- Blocked
-
-
CXX-3374 Driver support for new syntax in Auto embedding in Community Vector search
-
- Blocked
-
-
PHPLIB-1734 Driver support for new syntax in Auto embedding in Community Vector search
-
- Blocked
-
-
RUBY-3718 Driver support for new syntax in Auto embedding in Community Vector search
-
- Blocked
-
-
RUST-2296 Driver support for new syntax in Auto embedding in Community Vector search
-
- Blocked
-
-
JAVA-5988 Driver support for new syntax in Auto embedding in Community Vector search
-
- In Progress
-
-
CSHARP-5763 Driver support for new syntax in Auto embedding in Community Vector search
-
- Closed
-
-
GODRIVER-3680 Driver support for new syntax in Auto embedding in Community Vector search
-
- Closed
-
-
NODE-7245 add support for new Auto Embedding index and queries
-
- Closed
-
-
PYTHON-5619 Driver support for new syntax in Auto embedding in Community Vector search
-
- Closed
-