Building a Production AI Chat Widget in React: Floating UI, Live SQL Results, and Collapsible Query Blocks

📰 Dev.to · Ugur Aslim

Learn to build a production-ready AI chat widget in React with live SQL results and collapsible query blocks

intermediate Published 22 May 2026
Action Steps
  1. Build a floating UI component in React to render the chat widget
  2. Configure Claude API to send natural language questions and receive responses
  3. Implement live SQL query execution using a safe and secure approach
  4. Render query results inline within the chat widget
  5. Apply collapsible query blocks to improve user experience
Who Needs to Know This

Frontend developers and full-stack engineers can benefit from this tutorial to integrate AI chat functionality into their React applications

Key Insight

💡 Integrating AI chat functionality into a React application can be achieved by combining natural language processing with live SQL query execution

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🤖 Build a production-ready AI chat widget in React with live SQL results! 📊
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