-
Notifications
You must be signed in to change notification settings - Fork 132
chore: Add new session-level service for getting embeddings of a specific collection MCP-246 #626
New issue
Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.
By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.
Already on GitHub? Sign in to your account
Open
kmruiz
wants to merge
13
commits into
main
Choose a base branch
from
chore/mcp-246
base: main
Could not load branches
Branch not found: {{ refName }}
Loading
Could not load tags
Nothing to show
Loading
Are you sure you want to change the base?
Some commits from the old base branch may be removed from the timeline,
and old review comments may become outdated.
+797
−108
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
While we do our best to make sure we don't break anything, there might be situations where users want to disable the validation and insert documents as they please.
Co-authored-by: Copilot <[email protected]>
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Pull Request Overview
Copilot reviewed 23 out of 23 changed files in this pull request and generated 2 comments.
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Proposed changes
This PR adds a new session level service called VectorSearchEmbeddings, that is responsible of:
Given that the embedding combinations and detection can be inaccurate, we also provide a new configuration option called "disableEmbeddingsValidation" that can be set up by CLI/Env and when true, the validation is bypassed.
This PR also introduces the embedding validation in the insertMany tool, so users can not randomly add data that can break
existing models or indexes unknowingly.
We depend on #628 to be merged, as it implements a method to detect if Atlas Search is available. Whenever the PR is merged, I'll refactor the method introduced there and use VectorSearchEmbeddings, so we have only one single place for search detection.
Checklist