fzliu / vector-search
Approximate nearest neighbor search in Python.
☆36Updated last year
Alternatives and similar repositories for vector-search:
Users that are interested in vector-search are comparing it to the libraries listed below
- Implementation of "Efficient Multi-vector Dense Retrieval with Bit Vectors", ECIR 2024☆61Updated 6 months ago
- GraphRag vs Embeddings☆13Updated 9 months ago
- Tools for various benchmarking scenarios☆31Updated this week
- Tree-based indexes for neural-search☆31Updated last year
- Binary vector search example using Unum's USearch engine and pre-computed Wikipedia embeddings from Co:here and MixedBread☆18Updated last year
- A curated list of awesome Milvus projects and resources.☆32Updated 2 years ago
- Voyage AI Official Python Library☆58Updated 4 months ago
- ☆71Updated 3 months ago
- A fast header-only graph-based index for approximate nearest neighbor search (ANNS). https://flatnav.net☆20Updated last week
- ⚡ Faster vector search with PDX: A vertical data layout for vectors☆33Updated last week
- Efficient BM25 with DuckDB 🦆☆46Updated 4 months ago
- Benchmark study on LanceDB, an embedded vector DB, for full-text search and vector search☆24Updated last year
- state-of-the-art search over vector embeddings and structured data (SIGMOD '24)☆75Updated last month
- Implementation of the paper "Lossless Compression of Vector IDs for Approximate Nearest Neighbor Search" by Severo et al.☆77Updated 3 months ago
- Benchmarking suite for popular AI APIs☆84Updated 2 months ago
- A framework for simulating e-commerce data and interactions that can be used to build recommendation systems☆10Updated last year
- llama.cpp gguf file parser for javascript☆34Updated 4 months ago
- High-performance MinHash implementation in Rust with Python bindings for efficient similarity estimation and deduplication of large datas…☆83Updated 3 weeks ago
- Code repository for the paper - "AdANNS: A Framework for Adaptive Semantic Search"☆64Updated last year
- build your own vector database -- the littlest hnsw☆57Updated 3 months ago
- A fast high dimensional near neighbor search algorithm based on group testing and locality sensitive hashing☆23Updated last year
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆140Updated this week
- Collection of datasets for benchmarking filtered vector similarity retrieval☆41Updated last year
- Framework for benchmarking vector search engines☆319Updated last week
- Framework for benchmarking fully-managed vector databases☆77Updated 7 months ago
- XTR: Rethinking the Role of Token Retrieval in Multi-Vector Retrieval☆50Updated 10 months ago
- A library integrating embedding and reranker models from OpenAI, SentenceTransformers etc for semantic search in vector database.☆39Updated 3 weeks ago
- A text-to-SQL prototype on the northwind sqlite dataset☆12Updated 7 months ago
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆93Updated 5 months ago
- Showcase how mxbai-embed-large-v1 can be used to produce binary embedding. Binary embeddings enabled 32x storage savings and 40x faster r…☆17Updated last year