The Azure AI extension simplifies building intelligent applications on Azure Database for PostgreSQL from right within the database using SQL. You can call Azure OpenAI to generate LLM based vector embeddings and store those embeddings within native vector types with a single SQL statement. Embeddings open up new scenarios from semantic search to other rich natural language interactions. In addition, you can invoke a variety of Azure AI language services from sentiment analysis to summarization and translation. Invoke real-time predictions calling pre-trained or custom models hosted on Azure ML online inference endpoints to openup real-time scoring scenarios from fraud detection to healthcare predictions and more.
