zilliztech / VectorDBBenchLinks
Benchmark for vector databases.
☆984Updated last week
Alternatives and similar repositories for VectorDBBench
Users that are interested in VectorDBBench are comparing it to the libraries listed below
Sorting:
- Framework for benchmarking vector search engines☆344Updated last week
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆310Updated this week
- Visualize hnsw, faiss and other anns index☆468Updated 2 years ago
- A lightweight version of Milvus☆418Updated last week
- ☆65Updated this week
- A curated list of awesome works related to high dimensional structure/vector search & database☆329Updated last week
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,626Updated this week
- A @ClickHouse fork that supports high-performance vector search and full-text search.☆1,018Updated 11 months ago
- Backup and restore tool for Milvus☆204Updated this week
- Framework for evaluating ANNS algorithms on billion scale datasets.☆419Updated 3 weeks ago
- AI Native database for embedding vectors☆175Updated last year
- vsag is a vector indexing library used for similarity search.☆443Updated last week
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆102Updated last year
- An LLM Based Diagnosis System (https://arxiv.org/pdf/2312.01454.pdf)☆689Updated 2 weeks ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆219Updated 2 years ago
- Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.☆363Updated last week
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆99Updated 10 months ago
- Collection of datasets for benchmarking filtered vector similarity retrieval☆58Updated 7 months ago
- Evaluate the accuracy of LLM generated outputs☆728Updated 5 months ago
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆30Updated last year
- ☆78Updated last year
- TAG-Bench: A benchmark for table-augmented generation (TAG)☆766Updated 9 months ago
- Puck is a high-performance ANN search engine☆366Updated 7 months ago
- LLMPerf is a library for validating and benchmarking LLMs☆1,075Updated last year
- Framework for benchmarking fully-managed vector databases☆80Updated last year
- Collections of vector search related libraries, service and research papers☆1,538Updated last year
- 🍁 Sycamore is an LLM-powered search and analytics platform for unstructured data.☆585Updated this week
- AI-Powered Data Processing: Use LOTUS to process all of your datasets with LLMs and embeddings. Enjoy up to 1000x speedups with fast, acc…☆1,525Updated this week
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆173Updated 7 months ago
- VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector re…☆510Updated this week