docs: consolidate English documentation under root docs

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# Examples
- [agent-profile.json](agent-profile.json) is an illustrative agent-profile
response with a dynamic tool catalog. Its model instructions are written in
English and request Spanish speech through both instructions and `language`.
Tool names and schemas illustrate the original API response; this file is not
loaded by the application and is not a live API contract.
- [reference-audio.wav](reference-audio.wav) is the existing optional
voice-cloning sample, moved out of the implementation directory. CustomVoice
models do not require it. When testing a compatible Base/voice-cloning model,
supply its path explicitly with `--qwen3_tts_ref_audio
docs/examples/reference-audio.wav` from the project root and use the matching
transcription required by that model. See [the TTS guide](../speech/tts.md).
These examples contain no deployment credentials and are not default runtime
configuration. Use an authorized reference voice for your own deployment.