feat: sync NutriHelp-AI routers to Nutrihelp-api (6 remaining routes)#275
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Port remaining 6 AI routers from NutriHelp-AI (Python/FastAPI) into
Nutrihelp-api (Node/Express) as JavaScript re-implementations:
- routes/ai/medicalReport.js — POST /ai-model/medical-report/retrieve
- routes/ai/imageAnalysis.js — POST /ai-model/image-analysis/image-analysis
POST /ai-model/image-analysis/multi-image-analysis
- routes/ai/mealLog.js — 7 endpoints under /ai-model/meals/*
- routes/ai/mealPlan.js — POST /ai-model/meal-plan/generate
- routes/ai/finetuneChat.js — GET/POST /ai-model/chatbot-finetune/*
- services/mealLogService.js — JSON file-based meal log storage
- services/nutritionLookupService.js — nutrition lookup (EXACT + keyword fallback)
- data/meal_library.json — meal database for plan generation
- routes/index.js — register all 5 new route prefixes
- .gitignore — allow data/meal_library.json to be tracked
All 8 NutriHelp-AI routers are now available under /ai-model/* on Nutrihelp-api.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Summary
/ai-model/*prefix for compatibility with the mobile app (NutriHelp-App-2026)New files
routes/ai/medicalReport.jsPOST /ai-model/medical-report/retrieveroutes/ai/imageAnalysis.jsPOST /ai-model/image-analysis/image-analysis·POST /ai-model/image-analysis/multi-image-analysisroutes/ai/mealLog.js/ai-model/meals/*(log-scan, logs, daily-summary, chat-context, plan-context, delete)routes/ai/mealPlan.jsPOST /ai-model/meal-plan/generate— full port of meal_generator.py with allergy/condition filtering and scoringroutes/ai/finetuneChat.jsGET /ai-model/chatbot-finetune/healthz·POST /ai-model/chatbot-finetune/chat(proxies HuggingFace Space)services/mealLogService.jsservices/nutritionLookupService.jsdata/meal_library.jsonModified files
routes/index.js— register 5 new/ai-model/*route prefixes.gitignore— add!data/meal_library.jsonexception so the meal library is trackedTest plan
POST /ai-model/medical-report/retrieve— returns medical predictionPOST /ai-model/image-analysis/image-analysis— single image classificationPOST /ai-model/image-analysis/multi-image-analysis— multi-image classificationPOST /ai-model/meals/log-scan— creates meal log entry, returns entry + daily summaryGET /ai-model/meals/logs?date=&user_id=— list meal logsGET /ai-model/meals/daily-summary— returns calorie totals and breakdownPOST /ai-model/meal-plan/generate— returns full day plan with rationaleGET /ai-model/chatbot-finetune/healthz— HuggingFace Space health checkPOST /ai-model/chatbot-finetune/chat— fine-tuned chatbot response