Add ShannonBase vector store integration#4958
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Apoorva Verma (apoorva-01) wants to merge 1 commit into
Open
Add ShannonBase vector store integration#4958Apoorva Verma (apoorva-01) wants to merge 1 commit into
Apoorva Verma (apoorva-01) wants to merge 1 commit into
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Thanks for opening a docs PR, Apoorva Verma (@apoorva-01)! When it's ready for review, please add the relevant reviewers:
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Thanks for contributing a new integration docs page, Apoorva Verma (@apoorva-01)! We receive a large number of PRs and review them as quickly as we can. Please bear with us as we work through the queue. If you have already tagged a maintainer on this PR, do not tag them again. |
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Mason Daugherty (@mdrxy) - It's ready for review whenever you get a chance. Thanks! |
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Hey! This adds
langchain-shannonbase, a vector store built on MySQL 9's nativeVECTORtype. The same code works on ShannonBase, plain self-hosted MySQL 9, and HeatWave, since they all share theVECTOR/STRING_TO_VECTOR/DISTANCEfunctions.Why bother?
Right now the only MySQL vector store around is locked to Google Cloud SQL, so if your data's in plain MySQL 9 or ShannonBase there just wasn't one. ShannonBase even has "LangChain integration" sitting on their wishlist, so this scratches that itch.
A few notes:
VectorStoreIntegrationTests(runs offline in CI on 3.9 / 3.11 / 3.12)get_by_idsThe PR just adds the doc page (
src/oss/python/integrations/vectorstores/shannonbase.mdx) and apackages.ymlentry. If it qualifies forhighlightas a new integration that'd be lovely, but totally fine if not.Thanks for taking a look!