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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
Inspect what an AI agent 'remembers'. Sections: 1. Short-term Memory (Chat History). 2. Long-term Memory (Vector retrieval). 3. Entity Memory (Facts about the user). 4. Importance/Weighting adjustment knobs. 5. Visual graph of related memories. Useful for building multi-turn complex agents.