The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
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Updated
Jun 12, 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.
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/
Cloud-native vector similarity search and storage with efficient, serverless scale-out
Comparison of IVFFlat and HNSW Algorithms
Metamorphosis is an irregular database born in a completely different form than modern databases and vector searches.
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
A specialized implementation of the Hierarchical Navigable Small World (HNSW) data structure adapted for efficient nearest neighbor lookup of approximate matching hashes
The AI-native database built for LLM applications, providing incredibly fast full-text and vector search
PostgreSQL vector database extension for building AI applications
Open-source vector similarity search for Postgres
Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.
Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍
A code to calculate velocity power spectra over large dynamical ranges.
Vald. A Highly Scalable Distributed Vector Search Engine
A lightweight research library for managing Approximate Nearest Neighbor search datasets.
Machine Learning Algorithms in Fortran
Framework for evaluating ANNS algorithms on billion scale datasets.
A Python nearest neighbor descent for approximate nearest neighbors
hnswlib-node provides Node.js bindings for Hnswlib
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