milvus-io / knowhere
Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.
☆208Updated last year
Alternatives and similar repositories for knowhere:
Users that are interested in knowhere are comparing it to the libraries listed below
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆218Updated this week
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆93Updated 4 months ago
- ☆51Updated 2 weeks ago
- Real time vector search engine☆137Updated 2 years ago
- Graph Library for Approximate Similarity Search☆113Updated 11 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆372Updated last month
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆90Updated 2 months ago
- ☆148Updated this week
- ☆58Updated 7 months ago
- ☆71Updated 3 months ago
- Puck is a high-performance ANN search engine☆351Updated 4 months ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆140Updated last week
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆155Updated 3 years ago
- ☆46Updated 2 years ago
- Graph-based Approximate Nearest Neighbor Search Working off CGraph☆35Updated 9 months ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆208Updated 4 years ago
- Block-based Approximate Nearest Neighbor☆35Updated 3 years ago
- code for satellite system graphs☆118Updated last year
- Milvus file storage format repo☆23Updated last week
- Visualize hnsw, faiss and other anns index☆435Updated 2 years ago
- vsag is a vector indexing library used for similarity search.☆249Updated this week
- ☆393Updated 2 years ago
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Updated 8 months ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆70Updated 3 years ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆51Updated 2 months ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆52Updated 4 years ago
- Framework for benchmarking vector search engines☆318Updated this week
- Approximate nearest neighbor papers with reading notes and implementation☆26Updated last year
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆688Updated this week
- ⚡ Faster vector search with PDX: A vertical data layout for vectors☆31Updated this week