matchyc / vector-search-papersLinks
π Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN Search, ANNS). Vector search is the key component of large-scale information retrieval, cross-modal retrieval, LLMs-based RAG, vector databases.
β99Updated 2 months ago
Alternatives and similar repositories for vector-search-papers
Users that are interested in vector-search-papers are comparing it to the libraries listed below
Sorting:
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.β68Updated 2 weeks ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yoβ¦β20Updated 6 months ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Searchβ46Updated 11 months ago
- β29Updated last month
- β69Updated 11 months ago
- Algorithms for approximate nearest neighbor search with window filtersβ40Updated last year
- β26Updated 6 months ago
- Official implementation for paper "Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search"β22Updated 7 months ago
- β17Updated last year
- β26Updated 6 months 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
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Searchβ34Updated 5 months ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Searchβ132Updated 2 months ago
- Boosting Accuracy and Efficiency for Vector Retrieval with Local Scaling Graphβ20Updated 3 weeks ago
- This is a source code for LSH-APG (PVLDB 2023)β30Updated 11 months ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operationsβ57Updated 6 months ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neβ¦β45Updated 2 months ago
- A lightweight library for the RaBitQ algorithm and its applications in vector search.β64Updated 2 weeks ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such aβ¦β155Updated last week
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)β31Updated last year
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"β18Updated 5 months ago
- This is the source code of the method proposed in paper: Subspace Collision: An Efficient and Accurate Framework for High-dimensional Appβ¦β25Updated last week
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Searchβ76Updated 4 years ago
- β25Updated 3 weeks ago
- β48Updated 2 months ago
- β22Updated last year
- An Experimental Evaluation of the State-of-the-Art Graph-Based Vector Search Methods and Techniquesβ10Updated 2 months ago
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)β80Updated 5 months ago
- Query-Adaptive Vector Searchβ45Updated 2 months ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integratβ¦β97Updated 8 months ago