-
Notifications
You must be signed in to change notification settings - Fork 473
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
Documentation for Binary Quantization Support with KNN Vector Search #8281
Conversation
Thank you for submitting your PR. The PR states are In progress (or Draft) -> Tech review -> Doc review -> Editorial review -> Merged. Before you submit your PR for doc review, make sure the content is technically accurate. If you need help finding a tech reviewer, tag a maintainer. When you're ready for doc review, tag the assignee of this PR. The doc reviewer may push edits to the PR directly or leave comments and editorial suggestions for you to address (let us know in a comment if you have a preference). The doc reviewer will arrange for an editorial review. |
Signed-off-by: VIKASH TIWARI <[email protected]>
@Vikasht34 Please let me know when this PR is ready for doc review. Thanks! |
Please start review!! |
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.
Thanks, @Vikasht34! I made several rewrites. In the future, please work on a branch in your fork (not on main) because then maintainers can push the rewrites directly into your PR.
Signed-off-by: kolchfa-aws <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
Signed-off-by: kolchfa-aws <[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.
@kolchfa-aws @Vikasht34 Please see my changes and let me know if you have any questions. Thanks!
Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: kolchfa-aws <[email protected]>
Signed-off-by: kolchfa-aws <[email protected]>
…pensearch-project#8281) * Documentation for Binary Quantization Support with KNN Vector Search Signed-off-by: VIKASH TIWARI <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Update _search-plugins/knn/knn-vector-quantization.md Signed-off-by: kolchfa-aws <[email protected]> * Update _search-plugins/knn/knn-vector-quantization.md Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: kolchfa-aws <[email protected]> * Update _search-plugins/knn/knn-vector-quantization.md Signed-off-by: kolchfa-aws <[email protected]> --------- Signed-off-by: VIKASH TIWARI <[email protected]> Signed-off-by: kolchfa-aws <[email protected]> Co-authored-by: kolchfa-aws <[email protected]> Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Noah Staveley <[email protected]>
…pensearch-project#8281) * Documentation for Binary Quantization Support with KNN Vector Search Signed-off-by: VIKASH TIWARI <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Update _search-plugins/knn/knn-vector-quantization.md Signed-off-by: kolchfa-aws <[email protected]> * Update _search-plugins/knn/knn-vector-quantization.md Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Signed-off-by: kolchfa-aws <[email protected]> * Apply suggestions from code review Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: kolchfa-aws <[email protected]> * Update _search-plugins/knn/knn-vector-quantization.md Signed-off-by: kolchfa-aws <[email protected]> --------- Signed-off-by: VIKASH TIWARI <[email protected]> Signed-off-by: kolchfa-aws <[email protected]> Co-authored-by: kolchfa-aws <[email protected]> Co-authored-by: Nathan Bower <[email protected]> Signed-off-by: Noah Staveley <[email protected]>
Description
This PR introduces detailed documentation for Binary Quantization support in the k-NN plugin, including how to configure, fine-tune, and optimize k-NN vector indices using Binary Quantization. Key highlights of this update are as follows:
Key Changes:
Introduction to Binary Quantization:
Out-of-the-Box Experience:
Customization and Fine-tuning: Users can further optimize the indexing and search processes by specifying custom parameters like:
Memory Estimation for Binary Quantization:
Example Configurations:
Issues Resolved
Closes #[insert issue number]
Version
2.17
Frontend features
If you're submitting documentation for an OpenSearch Dashboards feature, add a video that shows how a user will interact with the UI step by step. A voiceover is optional.
Checklist
For more information on following Developer Certificate of Origin and signing off your commits, please check here.