He'll walk today's spending items with you.
Tap to start
Speech-to-speech is Hugging Face's open framework for real-time voice agents. Rather than one end-to-end model, it chains speech detection, transcription, a low-latency language model, and synthesis, so any stage can be swapped or hosted separately. This Scrooge shell keeps the spending tools local while the voice runtime can run on hosted inference.
The pipeline
http://localhost:8080
/v1/realtime
Let the assistant act during the conversation. Changes apply live.