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vectorstores: Added the option to specify a HNSW index for improving performance #589

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merged 4 commits into from
Feb 3, 2024

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pieterclaerhout
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@pieterclaerhout pieterclaerhout commented Jan 30, 2024

PR Checklist

  • Read the Contributing documentation.
  • Read the Code of conduct documentation.
  • Name your Pull Request title clearly, concisely, and prefixed with the name of the primarily affected package you changed according to Good commit messages (such as memory: add interfaces for X, Y or util: add whizzbang helpers).
  • Check that there isn't already a PR that solves the problem the same way to avoid creating a duplicate.
  • Provide a description in this PR that addresses what the PR is solving, or reference the issue that it solves (e.g. Fixes #123).
  • Describes the source of new concepts.
  • References existing implementations as appropriate.
  • Contains test coverage for new functions.
  • Passes all golangci-lint checks.

You can read more about this type of index and why you would like to use it on:

https://github.com/pgvector/pgvector#hnsw

@pieterclaerhout pieterclaerhout changed the title Added the option to specify a HNSW index for improving performance vectorstores: Added the option to specify a HNSW index for improving performance Jan 30, 2024
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@tmc tmc left a comment

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Lovely. As we're adding more functionality here we probably should start using go-sqlmock to assert more about the behavior here.

@tmc tmc merged commit f89be09 into tmc:main Feb 3, 2024
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2 participants