GitHub

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

If you prefer a managed hosted solution check out tadata.com. FastAPI-MCP is designed as a native extension of FastAPI, not just a converter that generates MCP tools from your API. This approach ...
IEEE

SAGE: Synthetic-Augmented Generation with Error Feedback for Text-to-SQL

Abstract: The development of text-to-SQL systems has been constrained by the scarcity of high-quality training data. Due to the high cost and limited scalability of manual annotation, researchers have ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
IEEE

Text to SQL Transformation Using LLM: A Comparative Research of T5, Seq2Seq, and SQLNet Models

Abstract: The transformation of natural language text into SQL queries is a critical task in the domain of natural language processing and database management. This paper presents a comparative ...
InfoQ

Google BigQuery Adds SQL-Native Managed Inference for Hugging Face Models

Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Cory Benfield discusses the evolution of ...