Weekly Machine Learning Roundup: Vector Search Lands in SQL
In ML news this week, attention shifted to practical integration of vector search features into enterprise databases. This continues the trend of enabling smarter semantic search and similarity-based retrieval within everyday database operations, building on recent progress in GPT-4o fine-tuning and retrieval pipelines for Azure AI Foundry.
Vector Search in SQL Server 2025 and Azure SQL
SQL Server 2025 now offers built-in vector search, highlighted in the Data Exposed: MVP Edition walkthrough led by Joseph D’Antoni. The guide demonstrates setting up vector storage, retrieval, and using new Transact-SQL functions for semantic and similarity search, supporting a range of AI workloads. Resources include setup walkthroughs, query examples, and architectural details for Azure SQL, continuing the availability of public samples and deployment tools for vector-aware development.