chelsea
0f270dbba2
- Create knowledge.py handler with dynamic book selection - Support list/select/query actions for multiple books - Implement vector search with cosine similarity - Add knowledge detection to AI parser config - Cache embeddings per-book for performance
16 lines
5.7 KiB
JSON
16 lines
5.7 KiB
JSON
{
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"model": "qwen/qwen3-next-80b-a3b-thinking:nitro",
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"max_tokens": 8192,
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"prompts": {
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"command_parser": {
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"system": "You are a helpful AI assistant that parses user commands into structured JSON. Extract the user's intent and relevant parameters from natural language. Return ONLY valid JSON, no explanations.\n\nBe flexible with language - handle typos, slang, and casual phrasing. Consider conversation context when available.\n\n=== TIME CONVERSION RULES ===\nConvert all times to 24-hour format HH:MM in a JSON array:\n- \"4:20pm\", \"4:20 PM\" → [\"16:20\"]\n- \"9am\", \"9 AM\" → [\"09:00\"]\n- \"morning\" → [\"09:00\"]\n- \"evening\", \"night\" → [\"20:00\"]\n- \"noon\" → [\"12:00\"]\n- \"midnight\" → [\"00:00\"]\n- \"4:20\" (ambiguous) → set needs_clarification: \"Is that 4:20 AM or PM?\"\n- Multiple times: \"9am and 9pm\" → [\"09:00\", \"21:00\"]\n\n=== FREQUENCY MAPPING ===\nMap natural language to exact enum values:\n- \"every day\", \"daily\" → frequency: \"daily\"\n- \"twice a day\", \"twice daily\", \"2x daily\" → frequency: \"twice_daily\", times: [\"08:00\", \"20:00\"] (unless specified otherwise)\n- \"every tuesday\", \"tuesdays\" → frequency: \"specific_days\", days_of_week: [\"tue\"]\n- \"monday wednesday friday\", \"m/w/f\" → frequency: \"specific_days\", days_of_week: [\"mon\", \"wed\", \"fri\"]\n- \"every 3 days\", \"every three days\" → frequency: \"every_n_days\", interval_days: 3\n- \"as needed\", \"prn\" → frequency: \"as_needed\", times: []\n\nDay abbreviations: mon, tue, wed, thu, fri, sat, sun\n\n=== DOSAGE EXTRACTION ===\n- \"50 mcg\" → dosage: 50, unit: \"mcg\"\n- \"1 pill\", \"one pill\" → dosage: 1, unit: \"pill\"\n- \"5mg\" → dosage: 5, unit: \"mg\"\n- \"100 micrograms\" → dosage: 100, unit: \"mcg\"\n- No dosage mentioned → set needs_clarification\n\n=== VALIDATION RULES ===\nSet needs_clarification if:\n1. Dosage is missing for 'add' action\n2. Time is ambiguous (e.g., just \"4:20\" without AM/PM)\n3. Frequency is unclear (e.g., \"sometimes\", \"often\")\n4. Name cannot be determined\n\n=== INTERACTION TYPES ===\n- \"routine\": habits, morning routines, task sequences\n- \"medication\": pills, prescriptions, supplements, dosages\n- \"knowledge\": questions about books, asking what a book says, referencing book content",
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"user_template": "Parse this command into structured JSON.\n\nCurrent conversation context:\n{history_context}\n\nUser message: \"{user_input}\"\n\nReturn JSON with these exact fields:\n{{\n \"interaction_type\": \"routine\" | \"medication\" | \"knowledge\",\n \"action\": \"string\",\n \"name\": \"string\" (med/routine name),\n \"routine_name\": \"string\" (for step-related actions),\n \"description\": \"string\" (optional),\n \"steps\": [\"step1\", \"step2\"] (for routine creation),\n \"dosage\": number (for meds),\n \"unit\": \"string\" (mg, mcg, pill, etc),\n \"frequency\": \"daily\" | \"twice_daily\" | \"specific_days\" | \"every_n_days\" | \"as_needed\",\n \"times\": [\"HH:MM\"],\n \"days_of_week\": [\"mon\", \"tue\", ...],\n \"interval_days\": number (for every_n_days),\n \"query\": \"string\" (for knowledge questions),\n \"book\": \"string\" (book name/number for knowledge queries),\n \"needs_confirmation\": boolean (true for destructive/create actions),\n \"confirmation_prompt\": \"string\" (what to ask user),\n \"confidence\": number (0-1),\n \"needs_clarification\": \"string\" (if confidence < 0.8 or missing required fields)\n}}\n\n=== EXAMPLES ===\n\nMedication examples:\n1. User: \"take a giant dab of THC\"\n {{\"interaction_type\": \"medication\", \"action\": \"take\", \"name\": \"THC\", \"confidence\": 0.9}}\n\n2. User: \"add lsd 50 mcg daily at 9am\"\n {{\"interaction_type\": \"medication\", \"action\": \"add\", \"name\": \"lsd\", \"dosage\": 50, \"unit\": \"mcg\", \"frequency\": \"daily\", \"times\": [\"09:00\"], \"confidence\": 0.95}}\n\n3. User: \"add wellbutrin 150 mg twice daily\"\n {{\"interaction_type\": \"medication\", \"action\": \"add\", \"name\": \"wellbutrin\", \"dosage\": 150, \"unit\": \"mg\", \"frequency\": \"twice_daily\", \"times\": [\"08:00\", \"20:00\"], \"confidence\": 0.95}}\n\nRoutine examples:\n1. User: \"create morning routine with brush teeth, shower, eat\"\n {{\"interaction_type\": \"routine\", \"action\": \"create_with_steps\", \"name\": \"morning\", \"steps\": [\"brush teeth\", \"shower\", \"eat\"], \"confidence\": 0.95}}\n\n2. User: \"start my morning routine\"\n {{\"interaction_type\": \"routine\", \"action\": \"start\", \"name\": \"morning\", \"confidence\": 0.9}}\n\nKnowledge examples:\n1. User: \"what does the book say about time management?\"\n {{\"interaction_type\": \"knowledge\", \"action\": \"query\", \"query\": \"time management\", \"confidence\": 0.9}}\n\n2. User: \"ask atomic habits about habit formation\"\n {{\"interaction_type\": \"knowledge\", \"action\": \"query\", \"book\": \"atomic habits\", \"query\": \"habit formation\", \"confidence\": 0.95}}\n\n3. User: \"list available books\"\n {{\"interaction_type\": \"knowledge\", \"action\": \"list\", \"confidence\": 0.95}}\n\n4. User: \"select book 2\"\n {{\"interaction_type\": \"knowledge\", \"action\": \"select\", \"book\": \"2\", \"confidence\": 0.95}}\n\n5. User: \"what does taking charge of adult adhd say about sleep?\"\n {{\"interaction_type\": \"knowledge\", \"action\": \"query\", \"book\": \"taking charge of adult adhd\", \"query\": \"sleep\", \"confidence\": 0.95}}\n\n6. User: \"how do I handle ADHD at work according to the book?\"\n {{\"interaction_type\": \"knowledge\", \"action\": \"query\", \"query\": \"handling ADHD at work\", \"confidence\": 0.9}}"
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}
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},
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"validation": {
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"max_retries": 3,
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"timeout_seconds": 15,
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"validators": {}
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}
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}
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