The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
-
Updated
Jun 27, 2024 - Rust
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database.
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
Open-source vector similarity search for Postgres
Spotify/Annoy-inspired Approximate Nearest Neighbors in Rust, based on LMDB and optimized for memory usage 💥
A curated list of awesome works related to high dimensional structure/vector search & database
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.
Vald. A Highly Scalable Distributed Vector Search Engine
The frontend of shotit, with full documentation.
hnswlib-node provides Node.js bindings for Hnswlib
Metamorphosis is an irregular database born in a completely different form than modern databases and vector searches.
Cloud-native vector similarity search and storage with efficient, serverless scale-out
PostgreSQL vector database extension for building AI applications
A pure Python-implemented, lightweight, server-optional, multi-end compatible, vector database deployable locally or remotely.
PECOS - Prediction for Enormous and Correlated Spaces
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
Add a description, image, and links to the approximate-nearest-neighbor-search topic page so that developers can more easily learn about it.
To associate your repository with the approximate-nearest-neighbor-search topic, visit your repo's landing page and select "manage topics."