1 repo
Awesome GitHub RepositoriesVector Indices
Data structures designed to organize high-dimensional vectors for efficient retrieval.
Distinguishing note: Focuses on the data structure itself rather than the search process.
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- facebookresearch/faiss
facebookresearch/faiss
39,135View on GitHubThis project is a high-performance library designed for the similarity search and clustering of dense vectors across massive datasets. It functions as a vector similarity search engine, providing the necessary tools to organize complex numerical data into specialized structures that facilitate rapid retrieval and efficient querying of millions of records. The library distinguishes itself through a variety of advanced indexing and compression techniques, including hierarchical navigable small worlds for logarithmic time complexity and inverted file indexing to partition vector spaces into mana
Organizes high-dimensional vectors to enable rapid retrieval of relevant items without exhaustive linear scanning.
C++
