nmslib / hnswlib
Header-only C++/python library for fast approximate nearest neighbors
☆4,667Updated 2 weeks ago
Alternatives and similar repositories for hnswlib:
Users that are interested in hnswlib are comparing it to the libraries listed below
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,478Updated 7 months ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,254Updated 3 weeks ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,720Updated 9 months ago
- A library for efficient similarity search and clustering of dense vectors.☆34,661Updated this week
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,302Updated this week
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,326Updated this week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆669Updated last year
- Distributed vector search for AI-native applications☆2,161Updated last week
- Collections of vector search related libraries, service and research papers☆1,489Updated 9 months ago
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,150Updated 11 months ago
- Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…☆2,688Updated 2 weeks ago
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,687Updated 11 months ago
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,895Updated 2 months ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆853Updated 11 months ago
- Serve, optimize and scale PyTorch models in production☆4,315Updated last week
- Some useful tips for faiss☆619Updated last year
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,459Updated 2 weeks ago
- Learning to Rank in TensorFlow☆2,775Updated last year
- Learning embeddings for classification, retrieval and ranking.☆3,953Updated 2 years ago
- Unsupervised text tokenizer for Neural Network-based text generation.☆10,836Updated last month
- Transformer related optimization, including BERT, GPT☆6,144Updated last year
- A library for k-nearest neighbor search☆387Updated last year
- Ongoing research training transformer models at scale☆12,261Updated this week
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,354Updated 3 weeks ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,813Updated last week
- State-of-the-Art Text Embeddings☆16,611Updated last week
- Generate embeddings from large-scale graph-structured data.☆3,411Updated last year
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆9,157Updated this week
- Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"☆6,342Updated last week
- An open-source NLP research library, built on PyTorch.☆11,844Updated 2 years ago