PROMPT_LIBRARY

Category: 01. AI / ML Hackathons
Section: Phase 2: Technical Blueprint

Act as an AI systems engineer.
Using the PRD and AI Rules, create the AI Memory Management document for this hackathon project.

PRD: [PASTE PRD]
AI_RULES: [PASTE AI_RULES]

Provide:
1. Short-term memory (Conversation buffer, context window limits)
2. Long-term memory (Database storage, Vector DB if applicable)
3. Memory retrieval strategy (How past interactions are pulled into the prompt)
4. Summarization strategy (What to do when the context window gets full)
5. State management (How the backend tracks user sessions)
6. Privacy considerations for stored memory
7. A simple implementation plan for a 24-48 hour hackathon

Explain how memory improves the user experience without overcomplicating the tech stack.

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