{"message":"Fusion service. POST audio to /analyze-fused — runs STT, text+audio sentiment fusion signals, disease / mental-fitness / age-gender / depression, and optional benchmark_v2.","deps":{"voice_to_text":"http://127.0.0.1:8051/transcribe","text_to_sentiment":"http://127.0.0.1:8050/analyze","voice_to_sentiment":"http://127.0.0.1:8052/analyze-audio","disease_service":"http://127.0.0.1:8054/analyze-disease","mental_fitness":"http://127.0.0.1:8055/analyze-mental","mental_fitness_validate_transcript":"http://127.0.0.1:8055/validate-transcript-meaning","age_gender":"http://127.0.0.1:8056/analyze-age-gender","depression_service":"http://127.0.0.1:8057/analyze-depression","turkish_psych_classifier":"http://127.0.0.1:8058/analyze","benchmark_inference":"http://127.0.0.1:8053"},"togg_analyze":"POST /togg-analyze (multipart file) -> voice_to_sentiment (emosyon) + disease_service (WURSS), paralel","proxy":{"depression":"POST /analyze-depression (multipart file) -> forwards to depression_service","voice_to_text":"POST /analyze-voice-to-text (multipart file) -> forwards to voice_to_text","text_to_sentiment":"POST /analyze-text-sentiment (json: {text}) -> forwards to text_to_sentiment","voice_to_sentiment":"POST /analyze-voice-sentiment (multipart file) -> forwards to voice_to_sentiment","disease_service":"POST /analyze-disease (multipart file) -> forwards to disease_service","mental_fitness":"POST /analyze-mental-fitness (multipart file) -> forwards to mental_fitness","mental_fitness_transcript":"POST /analyze-mental-fitness/validate-transcript-meaning (json: {text, language}) -> forwards to mental_fitness /validate-transcript-meaning","age_gender":"POST /analyze-age-gender (multipart file) -> forwards to age_gender","text_audio_fusion":"POST /analyze-text-audio-fusion (multipart file+text) -> forwards to text_to_sentiment /analyze_fusion","benchmark_v2_proxy":"POST /analyze-benchmark-v2 (multipart file, optional transcript) -> forwards to benchmark /predict","benchmark_v2":"POST http://127.0.0.1:8053/predict (internal) — field 'audio', form 'transcript'","turkish_psych_signals":"POST /analyze-turkish-psych-signals (json: {text}) -> HF Türkçe psikolojik sinyal servisi","emotion_fusion":"POST /analyze-emotion-fusion (json: text_sentiment + audio) -> 4-class unified_emotion","wellness_companion_chat":"POST /wellness/companion/chat — json (metin) veya multipart (ses+messages); OpenAI orchestration + iç STT/mental-fitness; yanıt {message} veya {message, transcript}"},"fusion":{"w_text":0.5,"dynamic_fusion":true,"w_text_min":0.2,"w_text_max":0.8,"audio_valence_weights":[-1.0,-0.6,1.0,-0.8]},"openapi":{"swagger_ui":"/docs","redoc":"/redoc","schema":"/openapi.json"}}