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PyData Berlin 2025

2025-09-01 – 2025-09-03 PyData

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Building an AI Agent for Natural Language to SQL Query Execution on Live Databases

Building an AI Agent for Natural Language to SQL Query Execution on Live Databases

2025-09-03 Watch
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This hands-on tutorial will guide participants through building an end-to-end AI agent that translates natural language questions into SQL queries, validates and executes them on live databases, and returns accurate responses. Participants will build a system that intelligently routes between a specialized SQL agent and a ReAct chat agent, implementing RAG for query similarity matching, comprehensive safety validation, and human-in-the-loop confirmation. By the end of this session, attendees will have created a powerful and extensible system they can adapt to their own data sources.