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Define data structure clearly
Specify JSON format, CSV columns, or data schemas
Mention specific libraries
PyTorch, TensorFlow, Scikit-learn for targeted solutions
Clarify theory vs. production
Specify if you need concepts or deployment-ready code
Dynamic visualization of Microsoft AutoGen agent chats. Use a messaging interface style where each bubble indicates which agent (Assistant, Critic, User) spoke. Include a 'Context Window' sidebar that shows the tokens used and cost per message. Highlight when the 'TERMINATE' command is triggered.