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List of PostgreSQL® AI projects and resources

A curated list of PostgreSQL® project including or addressing AI

This list includes projects, extensions or demos showcasing how to use PostgreSQL® in the AI landscape

➕ Extensions

  • pgvector: open-source vector similarity search for PostgreSQL. Includes vector storage and similarity search, as well as IVFFlat and HNSW indexing
  • pg_vectorize: open-source PostgreSQL extension that automates the transformation and orchestration of text to embeddings, allowing vector and semantic search on existing data with as little as two function calls.
  • postgresml: Generative AI and Simple ML with PostgreSQL. Perform Text classification, Translation, Summarization directly in SQL within the PostgreSQL database.
  • azure_ai: Enables you to integrate Azure AI services with your operational data
  • azure_local_ai: Enables you to generate embeddings within the PostgreSQL database.
  • pgai: Enables you to generate embeddings within the PostgreSQL database. Developed by Timescale
  • pgvectorscale: Works in conjunction with pgvector and adds the DiskANN indexing type. Developed by Timescale

💡 Applications

🤖 Bots

📑 Text to SQL and SQL to Text

⚡️ Query Optimizer

  • Aiven SQL Query Optimizer: AI-driven query optimizer based on SQL and database metadata. Monitor your database and receive performance insights and improvement suggestions for free

🎛️ Configuration Tuning

  • Ottertune: AI to optimize your Amazon RDS and Aurora database Ottertune is no longer a company
  • DBTune: AI driven PostgreSQL configuration tuning engine

✏️ Content

👩‍💻Code examples

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