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Transcribe and clean up on this machine, without installing anything first
whisper-server is started on --inference-path /v1/audio/transcriptions, which is exactly the path api.py already builds for the hosted providers, and llama-server answers /chat/completions the way OpenRouter does. So the local half is one more base URL rather than a second code path: worker.py, filetranscribe.py and meeting.py are untouched, and dictation, subtitles and meetings all work here on the first try. Three findings worth naming, none of them in the new code: whisper.cpp cuts segments on tokens, which in Turkish lands inside a word about as often as between two. Pasted raw that gives "akraba değ\niller."; in a subtitle it gives a cue reading "değ". Whisper marks the start of a word with a leading space, so a piece that does not begin with one continues the word above it. A small model will repeat the transcript until the context is full, and every one of those tokens is a second of somebody waiting: measured at 206 seconds, and 25 with a ceiling on the reply. Hosted models are left alone, where the same runaway is rare and a ceiling would cut the minutes short. A server outlives SIGTERM and SIGKILL holding its model in memory. Signals are now turned into an event Qt delivers, since Qt blocks in C where a Python handler never runs, and a pid file lets the next start sweep up what a SIGKILL left behind. The minutes keep their own provider rather than following cleanup's. The two jobs are not the same size: a 4B model here will strip the filler words out of a dictation and will not write up an hour long meeting. The suite runs offline now: a test that reaches the network says so instead of quietly going there.
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@@ -197,7 +197,7 @@ class Transcriber(DikteTest):
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def test_cleanup_is_told_it_is_writing_subtitles(self):
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_, _, _, cleanup_call = self.run_chain(cleanup=True)
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prompt = cleanup_call.call_args.args[3]
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prompt = cleanup_call.call_args.args[2]
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self.assertEqual(prompt, self.conf.cleanup_prompt(subtitles=True))
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def test_timestamps_come_back_as_segments_and_as_stamped_lines(self):
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