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community: update VDMS vectorstore with latest VDMS release #28443

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@cwlacewe cwlacewe commented Dec 2, 2024

Description:

  • Update to use changes made to VDMS v2.10.0 and include some optimizations
  • Use test suite for testing as suggested in PR #23729.
  • Reran VDMS related notebooks using changes

Issue: N/A

Dependencies: N/A

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@dosubot dosubot bot added size:XXL This PR changes 1000+ lines, ignoring generated files. community Related to langchain-community Ɑ: vector store Related to vector store module 🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder labels Dec 2, 2024
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cwlacewe commented Dec 4, 2024

@efriis, @ccurme,
Could someone please review this PR?

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@baskaryan baskaryan left a comment

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thanks for the update!

before fully reviewing, could you provide a bit more context? seems like there's some breaking changes, are these necessary for compatibility with the new vdms release? or are those two separate things

embedding: Optional[Embeddings] = None,
collection_name: str = DEFAULT_COLLECTION_NAME, # DescriptorSet name
distance_strategy: DISTANCE_METRICS = "L2",
embedding: Embeddings,
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breaking change

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@baskaryan, this change wasn't necessary. I reverted it

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Deployment failed with the following error:

The provided GitHub repository does not contain the requested branch or commit reference. Please ensure the repository is not empty.

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@baskaryan could you please review this?

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community Related to langchain-community 🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder size:XXL This PR changes 1000+ lines, ignoring generated files. Ɑ: vector store Related to vector store module
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