Abstract: The goal of data management has long been to make data more approachable for non-technical users. Natural language interfaces (NLIs), which let users interact with data by asking questions ...
Traditional RAG systems struggle bridging structured SQL databases and unstructured document collections (a challenge we call the modality gap), leading to incomplete reasoning and hallucinations.
A sophisticated AI-powered system that converts natural language questions into SQL queries and executes them against a MySQL database. Built with OpenAI's GPT-4, FastMCP protocol, and intelligent ...
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