zilliztech / VectorDBBenchLinks
Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.
☆759Updated this 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☆325Updated this week
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆248Updated this week
- Visualize hnsw, faiss and other anns index☆443Updated 2 years ago
- Backup and restore tool for Milvus☆171Updated this week
- A lightweight version of Milvus☆344Updated this week
- ☆54Updated this week
- Framework for evaluating ANNS algorithms on billion scale datasets.☆379Updated last month
- Framework for benchmarking fully-managed vector databases☆79Updated 9 months ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆211Updated last year
- A curated list of awesome works related to high dimensional structure/vector search & database☆288Updated 3 weeks ago
- A @ClickHouse fork that supports high-performance vector search and full-text search.☆974Updated 4 months ago
- vsag is a vector indexing library used for similarity search.☆316Updated this week
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,380Updated this week
- AI Native database for embedding vectors☆172Updated 7 months ago
- Python SDK for Milvus Vector Database☆1,211Updated this week
- A Python vector database you just need - no more, no less.☆619Updated last year
- LLMPerf is a library for validating and benchmarking LLMs☆940Updated 6 months ago
- Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses v…☆256Updated last year
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆94Updated 7 months ago
- Collection of datasets for benchmarking filtered vector similarity retrieval☆43Updated 2 weeks ago
- ☆73Updated 5 months ago
- Web UI for Milvus Vector Database☆1,982Updated this week
- Automated Evaluation of RAG Systems☆609Updated 2 months ago
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆79Updated 3 months ago
- Hierarchical Navigable Small World (HNSW) algorithm for vector similarity search in PostgreSQL☆572Updated last year
- VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector re…☆482Updated last week
- Awesome List of Vector DB resources☆155Updated last year
- Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.☆306Updated this week
- [SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search☆115Updated 2 weeks ago
- Puck is a high-performance ANN search engine☆359Updated 3 weeks ago