Extends PostgreSQL with advanced vector search, machine learning algorithms, and agent runtime capabilities.
Sponsored
NeuronDB is a comprehensive ecosystem that transforms PostgreSQL into an advanced AI database. It integrates vector search, over 50 machine learning algorithms, and embedding generation directly within the database. The system is modular, comprising NeuronDB (the PostgreSQL extension), NeuronAgent (an agent runtime with REST API and WebSocket support for building AI applications), and NeuronMCP (a Model Context Protocol server for MCP-compatible clients like Claude Desktop). This architecture allows services to operate independently while leveraging a shared PostgreSQL instance, providing a robust platform for developing AI-driven applications with capabilities like hybrid search, RAG pipelines, and GPU acceleration.
Key Features
01Retrieval-Augmented Generation (RAG) pipeline with LLM integration
02Vector search with HNSW and IVF indexing for similarity search
