The Microsoft.Extensions.VectorData.Abstractions library streamlines .NET integration with AI by providing abstractions for managing LLM embeddings and enabling semantic searches.
This new library supports CRUD and search operations, allowing developers to use .NET objects annotated with vector attributes for efficient embedding management.
Semantic Kernel's collaboration with .NET teams introduced this library, enhancing AI capabilities within .NET by simplifying how developers interact with large language models.
Embeddings in the library represent data within a high-dimensional space, positioning semantically similar records closer together for advanced semantic searching instead of mere text matching.
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