{"message":"🏥 Medical Analysis API - Complete Enhanced System","version":"2.5.0","phase":"Complete - Phase 1 + Phase 2 + Phase 2.5","enhanced_features":["🎯 Enhanced Medical Ensemble Analysis System","🧠 Medical LLM Hierarchy & Prioritization","📋 Academic-Level Medical Report Generation","⚖️ Intelligent Analysis Combination Algorithm","🏆 Confidence-Based Decision Making","📚 Evidence-Based Medical Synthesis","🔬 Specialist-Grade Clinical Reasoning"],"existing_features":["📤 Medical Image & Document Analysis","🤖 Multi-Model AI Integration (OpenAI, Gemini, Ollama)","🩺 Medical Agents (PubMed, FDA, NIH, WHO)","🌐 Document Translation with AI","🎤 Voice Recognition & Transcription","🔌 MCP Integration","💬 Medical Chat System","📊 Comprehensive Medical Reports with Database Research","💾 Persistent Session Storage System (Phase 1)","🧠 Vector Database Integration (ChromaDB + FAISS) (Phase 1)","📡 Server-Sent Events (SSE) for Real-time Updates (Phase 2)","🔗 Report-Chat Integration (Phase 2)","🎯 Advanced LLM Selection & Management (Phase 2)"],"key_endpoints":{"enhanced_report":"/report/enhanced","ensemble_hierarchy":"/ensemble/hierarchy","ensemble_stats":"/ensemble/stats","progress_stream":"/progress/{progress_id}/stream","progress_status":"/progress/{progress_id}/status","start_report_chat":"/report/{report_id}/chat/start","report_chat_message":"/report/chat/{session_id}/message","model_recommendations":"/models/recommend","sessions":"/sessions/{user_id}","session_create":"/session/create","vector_search":"/vector/search","upload":"/upload","analyze":"/analyze","comprehensive_report":"/report/comprehensive","translate":"/translate","voice_transcribe":"/voice/transcribe","chat":"/chat","medical_search":"/medical/search"}}