zilliztech / knowhere
Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.
☆218Updated this week
Alternatives and similar repositories for knowhere:
Users that are interested in knowhere are comparing it to the libraries listed below
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆208Updated last year
- vsag is a vector indexing library used for similarity search.☆249Updated this week
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆93Updated 5 months ago
- ☆51Updated 2 weeks ago
- Graph Library for Approximate Similarity Search☆113Updated 11 months ago
- ☆149Updated this week
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆90Updated 3 months ago
- Puck is a high-performance ANN search engine☆351Updated 5 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆373Updated this week
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Updated 8 months ago
- ☆46Updated 2 years ago
- ☆59Updated 7 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 this week
- AI Native database for embedding vectors☆171Updated 5 months ago
- ⚡ Faster vector search with PDX: A vertical data layout for vectors☆33Updated this week
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆695Updated this week
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆93Updated 2 weeks ago
- Framework for benchmarking vector search engines☆318Updated last week
- ☆71Updated 3 months ago
- A curated list of awesome works related to high dimensional structure/vector search & database☆273Updated 2 weeks ago
- Graph-based Approximate Nearest Neighbor Search Working off CGraph☆35Updated 9 months ago
- Visualize hnsw, faiss and other anns index☆435Updated 2 years ago
- Faiss benchmark suit☆17Updated last year
- Collection of datasets for benchmarking filtered vector similarity retrieval☆42Updated last year
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆73Updated last month
- ☆24Updated 2 months ago
- Block-based Approximate Nearest Neighbor☆35Updated 3 years ago
- Milvus file storage format repo☆23Updated last week
- Real time vector search engine☆137Updated 2 years ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆28Updated 2 months ago