currentslab / awesome-vector-search
Collections of vector search related libraries, service and research papers
☆1,472Updated 7 months ago
Alternatives and similar repositories for awesome-vector-search:
Users that are interested in awesome-vector-search are comparing it to the libraries listed below
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,271Updated this week
- Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…☆2,602Updated last month
- A Python vector database you just need - no more, no less.☆598Updated last year
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆832Updated 10 months ago
- Framework for benchmarking vector search engines☆315Updated last week
- A curated list of awesome works related to high dimensional structure/vector search & database☆261Updated 2 weeks ago
- Visualize hnsw, faiss and other anns index☆428Updated 2 years ago
- Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness☆1,422Updated 2 weeks ago
- Vald. A Highly Scalable Distributed Vector Search Engine☆1,581Updated this week
- Benchmark designed to evaluate the performance and cost-effectiveness of vector databases.☆670Updated last week
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,745Updated 3 weeks ago
- Some useful tips for faiss☆616Updated last year
- The definitive guide to using Vector Search to solve your semantic search production workload needs.☆273Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆843Updated 10 months ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,167Updated last week
- 🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.☆1,407Updated 2 weeks ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,599Updated 7 months ago
- A SQLite extension for efficient vector search, based on Faiss!☆1,824Updated 10 months ago
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,869Updated this week
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,457Updated 6 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,489Updated 2 months ago
- Blazing fast framework for fine-tuning similarity learning models☆656Updated 2 months ago
- Efficient few-shot learning with Sentence Transformers☆2,415Updated 2 months ago
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆531Updated 8 months ago
- VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector re…☆467Updated last week
- MTEB: Massive Text Embedding Benchmark☆2,338Updated this week
- Class notes for the course "Long Term Memory in AI - Vector Search and Databases" COS 597A @ Princeton Fall 2023☆317Updated 2 months ago
- Fast, Accurate, Lightweight Python library to make State of the Art Embedding☆1,882Updated this week
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,063Updated last week
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆1,921Updated 2 months ago