Microsoft has launched its Microsoft.Extensions.VectorData.Abstractions
library, now in preview. The library gives abstractions to assist combine vector shops into .NET purposes and libraries.
The vector knowledge abstractions library, launched October 29, gives library authors and builders with the power to carry out create-read-update-delete (CRUD) operations and use vector and textual content search on vector shops.
Vector databases are vital for search duties and grounding AI responses, Microsoft mentioned. These databases are constructed to retailer, index, and handle knowledge represented as embedding elements. Because of this, the indexing algorithms utilized by vector databases are optimized to retrieve knowledge that can be utilized downstream in purposes.