dangkhoasdc / awesome-vector-databaseLinks
A curated list of awesome works related to high dimensional structure/vector search & database
☆291Updated last month
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:
- Awesome List of Vector DB resources☆156Updated last year
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆79Updated 3 months ago
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆97Updated last month
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆94Updated 7 months ago
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆250Updated this week
- Framework for benchmarking vector search engines☆326Updated last week
- Collection of datasets for benchmarking filtered vector similarity retrieval☆46Updated last month
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆119Updated last month
- Framework for evaluating ANNS algorithms on billion scale datasets.☆381Updated last month
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benc…☆30Updated 10 months ago
- ⚡ Faster vector search with PDX: A vertical data layout for vectors☆40Updated 3 weeks ago
- Graph Library for Approximate Similarity Search☆122Updated 3 weeks ago
- Algorithms for approximate nearest neighbor search with window filters☆40Updated last year
- ☆66Updated 10 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆33Updated 4 months ago
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)☆30Updated 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…☆148Updated last week
- ☆24Updated 4 months ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆45Updated 9 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…☆16Updated 4 months ago
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆769Updated 2 weeks ago
- ☆27Updated 2 weeks ago
- ☆12Updated 5 months ago
- ☆73Updated 5 months ago
- ☆47Updated 2 years ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆40Updated last month
- Framework for benchmarking fully-managed vector databases☆80Updated 9 months ago
- ☆17Updated last year
- Block-based Approximate Nearest Neighbor☆35Updated 3 years ago
- ☆168Updated last week