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Needs the optional diarize extra and a Hugging Face
token with access to the gated pyannote model. Presence of the package is
not proof the model is downloadable; the job fails loudly if either is
missing.
Uses the configured Ollama backend. The job fails loudly if the backend is unreachable. If that backend is remote or cloud-hosted (not on this machine), the transcript text is sent to it for translation — choose a local model if transcripts must not leave this machine.