NeuronDB AI Database Extension

Example Use Cases

• 1

  Integrated vector search and machine learning capabilities within PostgreSQL.

• 2

  Perform hybrid search combining vector and full-text retrieval.

• 3

  Scalable AI-powered database operations with GPU acceleration and background processing.

Description

NeuronDB extends PostgreSQL by adding advanced AI capabilities including vector search with multiple vector types and indexing methods, a wide range of machine learning algorithms, hybrid search combining vector and full-text search, and support for RAG pipelines. It offers GPU acceleration and background workers for enhanced performance and scalability. This extension enables developers to perform complex AI-driven queries and analytics within the familiar PostgreSQL environment.