microsoft / DiskANN
Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
☆1,326Updated this week
Alternatives and similar repositories for DiskANN:
Users that are interested in DiskANN are comparing it to the libraries listed below
- Framework for evaluating ANNS algorithms on billion scale datasets.☆374Updated last week
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆876Updated this week
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆221Updated last week
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆208Updated last year
- Benchmarks of approximate nearest neighbor libraries in Python☆5,263Updated 3 weeks ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,667Updated 2 weeks ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆669Updated last year
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆143Updated last week
- Collections of vector search related libraries, service and research papers☆1,489Updated 9 months ago
- Graph Library for Approximate Similarity Search☆114Updated last week
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆705Updated last week
- 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
- 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
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆156Updated 4 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆209Updated 4 years ago
- Visualize hnsw, faiss and other anns index☆436Updated 2 years ago
- Framework for benchmarking vector search engines☆320Updated last week
- cuVS - a library for vector search and clustering on the GPU☆389Updated this week
- Distributed vector search for AI-native applications☆2,161Updated last week
- Vald. A Highly Scalable Distributed Vector Search Engine☆1,597Updated this week
- ☆153Updated this week
- 🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.☆1,432Updated last month
- Puck is a high-performance ANN search engine☆353Updated 5 months ago
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆94Updated last month
- Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, an…☆1,356Updated last week
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆839Updated last year
- ☆72Updated 4 months ago
- Real time vector search engine☆137Updated 2 years ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆92Updated 2 weeks ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆853Updated 11 months ago