VF

Real-time voice triage

VoiceForge

Live APIGitHub

Voice interface layer

VoiceForge — glass-box voice triage

Speak or type an IT issue and watch ASR → governed LLM → TTS replay under hard latency budgets. Architecture and live SLOs on the left, the product on the right.

Voice pipeline · phase replay

awaiting turn
ASRLLM triageTTS
ASRLLM triageTTS
ASR → governed LLM → TTS — each stage runs under a hard latency budget with graceful degradation.
Run a voice turn to replay ASR → LLM → TTS latency…
stages 3total n/aTTFT n/adegradation none
Stack status (details)
ComponentStatusNotes
Browser ASR✅ LiveWeb Speech API — default on Render free tier
Server Whisper🔧 Optionalpip install -e ".[asr]" on GPU host
LLM triage✅ Mock / Ollama / DomainForgePairs with DomainForge S0→S4 ladder
Edge TTS✅ ServerBrowser speechSynthesis fallback
WebSocket✅ /ws/voicePhase events + result payload