dangkhoasdc / awesome-vector-databaseLinks
A curated list of awesome works related to high dimensional structure/vector search & database
β329Updated last week
Alternatives and similar repositories for awesome-vector-database
Users that are interested in awesome-vector-database are comparing it to the libraries listed below
Sorting:
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)β100Updated 10 months ago
- π Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Sβ¦β108Updated last month
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integratβ¦β102Updated last year
- Framework for benchmarking vector search enginesβ344Updated 2 weeks ago
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.β314Updated this week
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Searchβ173Updated 7 months ago
- β‘ Faster similarity search with PDX: A vertical data layout for vectorsβ64Updated this week
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such aβ¦β176Updated 2 weeks ago
- Algorithms for approximate nearest neighbor search with window filtersβ45Updated last year
- Awesome List of Vector DB resourcesβ175Updated 2 years ago
- π Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. οΌsee big-ann-benchmark https://big-ann-bencβ¦β30Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.β419Updated last month
- Collection of datasets for benchmarking filtered vector similarity retrievalβ58Updated 7 months ago
- β77Updated last year
- β14Updated last year
- β204Updated this week
- Graph Library for Approximate Similarity Searchβ138Updated 4 months ago
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.β111Updated last month
- Benchmark for vector databases.β988Updated last week
- β48Updated 3 years ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Searchβ39Updated 10 months ago
- BigVectorBench advances vector database benchmarking by defining and evaluating the embedding performance of heterogeneous data and abstrβ¦β27Updated last year
- β20Updated last year
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neβ¦β60Updated 7 months ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yoβ¦β22Updated 11 months ago
- A lightweight library for the RaBitQ algorithm and its applications in vector search.β121Updated 3 months ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Searchβ53Updated last year
- vsag is a vector indexing library used for similarity search.β445Updated this week
- Block-based Approximate Nearest Neighborβ35Updated 4 years ago
- β34Updated 7 months ago