qdrant / ann-filtering-benchmark-datasets
Collection of datasets for benchmarking filtered vector similarity retrieval
☆37Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for ann-filtering-benchmark-datasets
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆59Updated 4 months ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆83Updated 4 months ago
- ☆123Updated this week
- ☆58Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆352Updated last week
- Algorithms for approximate nearest neighbor search with window filters☆27Updated 9 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…☆114Updated this week
- Graph Library for Approximate Similarity Search☆89Updated 5 months ago
- Framework for benchmarking vector search engines☆283Updated last month
- Code repository for the paper - "AdANNS: A Framework for Adaptive Semantic Search"☆59Updated last year
- Framework for benchmarking fully-managed vector databases☆68Updated last month
- Implementation of "Efficient Multi-vector Dense Retrieval with Bit Vectors", ECIR 2024☆55Updated last month
- A curated list of awesome works related to high dimensional structure/vector search & database☆211Updated this week
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆182Updated this week
- cuVS - a library for vector search and clustering on the GPU☆210Updated this week
- Three examples of recommendation system pipelines with NVIDIA Merlin and Redis☆56Updated last year
- ☆43Updated 2 years ago
- Official software repository of S. Bruch, F. M. Nardini, C. Rulli, and R. Venturini, "Efficient Inverted Indexes for Approximate Retrieva…☆42Updated 3 weeks ago
- Repository to the paper "Fast Approximate nearest neighbor search with the Dynamic Exploration Graph using continuous refinement"☆14Updated last week
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆57Updated last week
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆206Updated last year
- ☆12Updated 10 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…☆11Updated last month
- ☆39Updated this week
- ☆40Updated 2 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆18Updated this week
- Block-based Approximate Nearest Neighbor☆33Updated 3 years ago
- Repository with an overview of the tutorial on Models and Practice of Neural Table Representations and up to date material for the hands-…☆18Updated last year
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆44Updated 4 years ago