BlaiseMuhirwa / flatnavLinks
A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.net
☆35Updated 2 months ago
Alternatives and similar repositories for flatnav
Users that are interested in flatnav are comparing it to the libraries listed below
Sorting:
- ⚡ Faster similarity search with PDX: A vertical data layout for vectors☆55Updated 2 weeks ago
- Graph Library for Approximate Similarity Search☆129Updated last week
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆158Updated this week
- ☆12Updated last year
- ☆181Updated last week
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆56Updated 5 years ago
- Algorithms for approximate nearest neighbor search with window filters☆41Updated last year
- Boosting Accuracy and Efficiency for Vector Retrieval with Local Scaling Graph☆20Updated last month
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆81Updated 6 months ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆60Updated 7 months ago
- ☆23Updated last year
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆164Updated 4 years ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆143Updated 3 months ago
- Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"☆24Updated 10 months ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆50Updated 3 months ago
- Official software repository of S. Bruch, F. M. Nardini, C. Rulli, and R. Venturini. "Efficient Inverted Indexes for Approximate Retrieva…☆81Updated last week
- C++/Python implementation of Nearest Neighbor Descent for efficient approximate nearest neighbor search☆21Updated last year
- ☆75Updated 8 months ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆20Updated 7 months ago
- ☆72Updated last year
- Implementation of "Efficient Multi-vector Dense Retrieval with Bit Vectors", ECIR 2024☆64Updated 11 months ago
- Block-based Approximate Nearest Neighbor☆35Updated 3 years ago
- ☆13Updated 7 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆36Updated 6 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆393Updated 3 weeks ago
- ☆29Updated 2 months ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆97Updated 9 months ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆47Updated last year
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆76Updated 4 years ago
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆19Updated 4 years ago