feat: adds VectorIndex extension #378
Merged
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
Codecov ReportAll modified and coverable lines are covered by tests ✅ ✅ All tests successful. No failed tests found. Additional details and impacted files |
kopekC
approved these changes
Feb 9, 2025
Contributor
|
🎉 This PR is included in version 0.6.0 🎉 The release is available on GitHub release Your semantic-release bot 📦🚀 |
tkfoss
pushed a commit
that referenced
this pull request
Feb 10, 2025
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Outdated suggestions cannot be applied.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.
Introduces very naive vector index as an "extension":
Initial investigations show this takes about 50mb of memory for all of pytorch and takes 2.5 minutes.
Future iterations on this can show how to:
etc.
This is designed to be used as input for other APIs, like the "semantic search" tool, LlamaIndex retrievers etc.