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| { | |
| "description": "Sample memory trace from Plane Mode Scholar demo session (Sharing is Caring)", | |
| "session_id": "sess_demo_example", | |
| "pack_id": "pack_demo_iml", | |
| "user_id": "user_demo", | |
| "pipeline_steps": [ | |
| {"step": "classify_intent", "result": "explain"}, | |
| {"step": "retrieve_chunks", "count": 3, "top_source": "Introduction to Machine Learning -.txt"}, | |
| {"step": "retrieve_memories", "candidates": 4, "selected": 2, "types": ["misconception", "study_goal"]}, | |
| {"step": "pack_prompt", "budget": {"chunks": 5, "memories": 6}}, | |
| {"step": "generate", "model": "Qwen/Qwen3.5-9B", "streaming": true}, | |
| {"step": "extract_candidates", "found": 1}, | |
| {"step": "persist", "action": "promote", "type": "misconception", "content": "Confuses supervised vs unsupervised learning"} | |
| ], | |
| "memory_operations": [ | |
| {"action": "promote", "type": "misconception", "reason": "quiz_wrong_answer"}, | |
| {"action": "reinforce", "type": "misconception", "reason": "retrieved_in_new_session"}, | |
| {"action": "archive", "type": "deadline", "reason": "exam_date_passed"} | |
| ], | |
| "retention_policy": { | |
| "formula": "importance * confidence * freshness * reinforcement", | |
| "threshold_archive": 0.25 | |
| } | |
| } | |