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Chatbot Development

This tutorial demonstrates building a stateful chat application using React and the Gemini API. It leverages React's state management to maintain conversation history (`messages`, `input`, `isLoading`), automatically scrolling to new messages using `useRef` and `useEffect`. The core functionality lies in `callGeminiAPI`, which sends the entire conversation history to the Gemini API for context-aware responses, incorporating exponential backoff for error handling. The UI, built with JSX and Tailwind CSS, displays messages differently based on sender (user/model) and includes a simple input form. The complete code is provided for a functional application.

Microsoft is taking conversational AI to the next level with major enhancements in Copilot Studio, offering makers and organizations new tools to build smarter, safer, and more powerful agents.