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Add new example notebook for Out-of-Band Transcription with the OpenAI Realtime API, updating the title for clarity and enhancing the registry with metadata including date, authors, and tags for better organization and discoverability.
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examples/Realtime_out_of_band_transcription.ipynb

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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Out-of-Band User-Turn Transcription (OpenAI Realtime API)\n",
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"# Out-of-Band Transcription with the OpenAI Realtime API\n",
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"\n",
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"**Purpose**: This notebook demonstrates how to use the Realtime model itself to accurately transcribe user audio, avoiding errors and inconsistencies common when relying on a separate transcription model (gpt-4o-transcribe/whisper-1).\n",
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"\n",

registry.yaml

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# should build pages for, and indicates metadata such as tags, creation date and
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# authors for each page.
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- title: Out-of-Band Transcription with the OpenAI Realtime API
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path: examples/Realtime_out_of_band_transcription.ipynb
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date: 2025-11-20
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authors:
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- minh-hoque
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tags:
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- realtime
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- transcription
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- speech
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- audio
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- title: Self-Evolving Agents - A Cookbook for Autonomous Agent Retraining
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path: examples/partners/self_evolving_agents/autonomous_agent_retraining.ipynb
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date: 2025-11-04

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