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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
Reveal the hidden 'thinking' process of an LLM. UI shows: 1. Original User Query. 2. Internal Thinking steps (hidden from usual output). 3. Final Conclusion. Highlight keywords that triggered transitions between thoughts. Use a clean, educational layout to help debug prompt logic.