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Gemini: support TTS models and configuration #8260

@afirstenberg

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@afirstenberg

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  • I am a LangChain maintainer, or was asked directly by a LangChain maintainer to create an issue here.

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See https://ai.google.dev/gemini-api/docs/speech-generation

  • Support response modalities setting
  • Add SpeechConfig / VoiceConfig
  • Verify audio output works
  • Test with both gemini-2.5-flash-preview-tts and gemini-2.5-pro-preview-tts

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    auto:enhancementA large net-new component, integration, or chain. Use sparingly. The largest features

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