NeuronDB

关于

NeuronDB is an advanced PostgreSQL extension that transforms your database into a powerful AI platform. It seamlessly integrates vector search, over 50 machine learning algorithms, and embedding generation directly within the database layer. Complementing this, NeuronAgent provides a robust agent runtime system with REST API and WebSocket endpoints for building autonomous applications with long-term memory and tool execution. For broader compatibility, NeuronMCP enables seamless integration with Model Context Protocol clients like Claude Desktop. This comprehensive ecosystem allows for the development of sophisticated AI-driven applications, leveraging PostgreSQL as a unified engine for data storage, processing, and artificial intelligence.

主要功能

• Text, Image, and Multimodal Embedding Generation
• In-database Vector Search with HNSW and IVF indexing
• 50+ Machine Learning Algorithms (Classification, Regression, Clustering)
• GPU Acceleration (CUDA, ROCm, Metal) for AI operations
• 1 GitHub stars
• Agent Runtime with REST API and WebSockets for autonomous applications

使用案例

• Building Retrieval-Augmented Generation (RAG) pipelines within PostgreSQL
• Developing autonomous AI agent applications with long-term memory and tool execution
• Implementing semantic search and product recommendation systems directly in the database