nmslib / hnswlibLinks
Header-only C++/python library for fast approximate nearest neighbors
☆4,949Updated last month
Alternatives and similar repositories for hnswlib
Users that are interested in hnswlib are comparing it to the libraries listed below
Sorting:
- Benchmarks of approximate nearest neighbor libraries in Python☆5,481Updated 4 months ago
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,545Updated last week
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,329Updated 2 weeks ago
- A library for efficient similarity search and clustering of dense vectors.☆37,626Updated this week
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,527Updated this week
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆14,000Updated last year
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,154Updated last year
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆705Updated last month
- Collections of vector search related libraries, service and research papers☆1,527Updated last year
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,949Updated last week
- Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, S…☆3,212Updated 2 weeks ago
- Visualize hnsw, faiss and other anns index☆461Updated 2 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆407Updated this week
- 🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.☆1,510Updated last month
- A library for k-nearest neighbor search☆385Updated last year
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,788Updated last year
- Pure python implementation of product quantization for nearest neighbor search☆352Updated 4 months ago
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆9,938Updated this week
- Learning embeddings for classification, retrieval and ranking.☆3,957Updated 2 years ago
- Unsupervised text tokenizer for Neural Network-based text generation.☆11,394Updated 3 weeks ago
- Learning to Rank in TensorFlow☆2,782Updated last year
- Fast Library for Approximate Nearest Neighbors☆2,339Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆872Updated last year
- Generate embeddings from large-scale graph-structured data.☆3,413Updated last year
- code for satellite system graphs☆121Updated last year
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆928Updated last year
- ☆406Updated 2 years ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,669Updated 2 weeks ago
- Transformer related optimization, including BERT, GPT☆6,331Updated last year
- Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search☆38,042Updated last week