Skip to content
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

community: Add vector index support to SingleStoreDB VectorStore #17308

Conversation

volodymyr-memsql
Copy link
Contributor

This pull request introduces support for various Approximate Nearest Neighbor (ANN) vector index algorithms in the VectorStore class, starting from version 8.5 of SingleStore DB. Leveraging this enhancement enables users to harness the power of vector indexing, significantly boosting search speed, particularly when handling large sets of vectors.

Copy link

vercel bot commented Feb 9, 2024

The latest updates on your projects. Learn more about Vercel for Git ↗︎

Name Status Preview Comments Updated (UTC)
langchain ✅ Ready (Inspect) Visit Preview 💬 Add feedback Feb 14, 2024 6:07pm

@dosubot dosubot bot added size:L This PR changes 100-499 lines, ignoring generated files. Ɑ: vector store Related to vector store module 🤖:improvement Medium size change to existing code to handle new use-cases labels Feb 9, 2024
@volodymyr-memsql
Copy link
Contributor Author

Hello @baskaryan, @efriis, @eyurtsev, @hwchase17. Could someone look into this PR, please?

@volodymyr-memsql
Copy link
Contributor Author

Thanks for the review, @baskaryan! Could you please check it again?

@dosubot dosubot bot added the lgtm PR looks good. Use to confirm that a PR is ready for merging. label Feb 14, 2024
@baskaryan baskaryan merged commit e36bc37 into langchain-ai:master Feb 14, 2024
61 checks passed
snsten pushed a commit to snsten/langchain that referenced this pull request Feb 15, 2024
…re (langchain-ai#17308)

This pull request introduces support for various Approximate Nearest
Neighbor (ANN) vector index algorithms in the VectorStore class,
starting from version 8.5 of SingleStore DB. Leveraging this enhancement
enables users to harness the power of vector indexing, significantly
boosting search speed, particularly when handling large sets of vectors.

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
@volodymyr-memsql volodymyr-memsql deleted the singlestoredb_vectorestore_update branch February 16, 2024 11:24
haydeniw pushed a commit to haydeniw/langchain that referenced this pull request Feb 27, 2024
…re (langchain-ai#17308)

This pull request introduces support for various Approximate Nearest
Neighbor (ANN) vector index algorithms in the VectorStore class,
starting from version 8.5 of SingleStore DB. Leveraging this enhancement
enables users to harness the power of vector indexing, significantly
boosting search speed, particularly when handling large sets of vectors.

---------

Co-authored-by: Volodymyr Tkachuk <vtkachuk-ua@singlestore.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
🤖:improvement Medium size change to existing code to handle new use-cases lgtm PR looks good. Use to confirm that a PR is ready for merging. size:L This PR changes 100-499 lines, ignoring generated files. Ɑ: vector store Related to vector store module
Projects
None yet
Development

Successfully merging this pull request may close these issues.

None yet

2 participants