guestrin-lab / ACORNLinks
state-of-the-art search over vector embeddings and structured data (SIGMOD '24)
☆92Updated 9 months ago
Alternatives and similar repositories for ACORN
Users that are interested in ACORN are comparing it to the libraries listed below
Sorting:
- Algorithms for approximate nearest neighbor search with window filters☆43Updated last year
- ⚡ Faster similarity search with PDX: A vertical data layout for vectors☆63Updated 3 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆36Updated 9 months ago
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆166Updated 6 months ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆101Updated last year
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆22Updated 10 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…☆173Updated 2 months ago
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆51Updated last year
- ☆76Updated last year
- ☆26Updated 9 months ago
- ☆30Updated 10 months ago
- ☆30Updated 5 months ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆56Updated 6 months ago
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆108Updated this week
- ☆194Updated this week
- Official implementation for paper "Navigating Labels and Vectors: A Unified Approach to Filtered Approximate Nearest Neighbor Search"☆29Updated 11 months ago
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.☆97Updated last week
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆63Updated 10 months ago
- ☆20Updated last year
- [ICDE 2024] VDTuner - Automated Performance Tuning for Vector Data Management Systems (Vector Databases)☆34Updated last year
- Distance Computaion for Vector Databases☆10Updated 3 months ago
- A lightweight library for the RaBitQ algorithm and its applications in vector search.☆104Updated last month
- This is a source code for LSH-APG (PVLDB 2023)☆32Updated last year
- ☆13Updated 10 months ago
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"☆25Updated 3 weeks ago
- ☆65Updated 6 months ago
- Block-based Approximate Nearest Neighbor☆35Updated 4 years ago
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆411Updated last week
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆28Updated this week