Abstract: We introduce Semantic Relational Types (SRT), an extension to the relational type system that enriches traditional SQL data types with semantic annotations. SRT provides LLMfriendly type ...

agent-farm/ ├── src/agent_farm/ # Main Python package │ ├── main.py # Entry point, MCP server initialization │ ├── spec_engine.py # Spec Engine class (central component) │ ├── orgs.py # Organization ...

Abstract: The in-context learning capability of Large Language Models has achieved significant success in text-to-SQL task. Most existed approaches generally adopt a straightforward three-stage ...

AI agents are being sold as the solution for planning trips, answering business questions, and solving problems of all kinds, but getting them to work with tools and data outside their chat interfaces ...

A team of AI researchers at Bloomberg have developed PExA, an agentic framework that achieved 70.2% execution accuracy, sharing one of the top positions on the Spider 2.0 (Snow) leaderboard, one of ...

Model Context Protocol (MCP) servers, which are the glue that links AI agents with other enterprise systems, continue to pop up as potential chinks in the proverbial organizational armor. This week, ...

Microsoft has released the first release candidate for SQL Server 2025, touting AI capabilities and experimental features through PREVIEW_FEATURES. A private preview of SQL Server 2025 began in ...

The first release candidate (RC0) of SQL Server 2025 is now available. As we move toward general availability, our focus shifts to delivering enhanced stability, performance, and product improvements ...

We take pride in delivering innovation with each new version of Microsoft SQL Server. However, there comes a time when product lifecycles must conclude. On July 14, 2026, SQL Server 2016 will reach ...

ETL Migration Agent is a Model Context Protocol (MCP) server that extends GitHub Copilot with specialized tools for migrating legacy ETL code to Python. It provides a suite of AI-powered tools that ...