DiskANN

• Description: DiskANN is a graph-based approximate nearest neighbor search (ANNS) system designed for fast and accurate billion-point nearest neighbor search on a single node, utilizing SSD storage. It is suitable for large-scale vector database applications that require efficient and scalable vector search.
• Source: arXiv:2105.09613
• Category: SDKs & Libraries
• Tags: ann, high-performance, scalable, vector-search

Features

• Graph-based ANNS algorithm
• Optimized for billion-point nearest neighbor search
• Efficient operation on a single node
• Leverages SSD storage for scalability and performance
• Suitable for large-scale vector database and similarity search applications

Pricing

• No pricing information provided.