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.Net: Adding generic data type support to the volatile vector store. #8892

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Motivation and Context

To make it easier for users to use vector stores without needing to create a data type, we need to support a generic data type that can store data for any type of record, and where the database schema is determined by the record definition.

Description

  • Allow anyone using VolatileVectorStore to provide custom methods to look up vectors and keys.
  • Automatically provide default implementations for regular models and the generic data model.
  • Add additional validation to other existing collections for generic data types.
  • Fix up tests.

Contribution Checklist

@westey-m westey-m requested a review from a team as a code owner September 18, 2024 13:12
@markwallace-microsoft markwallace-microsoft added .NET Issue or Pull requests regarding .NET code kernel Issues or pull requests impacting the core kernel memory labels Sep 18, 2024
@github-actions github-actions bot changed the title Adding generic data type support to the volatile vector store. .Net: Adding generic data type support to the volatile vector store. Sep 18, 2024
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