mirror of
https://github.com/HumanAIGC-Engineering/gradio-webrtc.git
synced 2026-02-05 18:09:23 +08:00
[feat] update some feature
sync code of fastrtc, add text support through datachannel, fix safari connect problem support chat without camera or mic
This commit is contained in:
huangbinchao.hbc
15
demo/talk_to_gemini/README.md
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15
demo/talk_to_gemini/README.md
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@@ -0,0 +1,15 @@
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---
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title: Talk to Gemini
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emoji: ♊️
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 5.16.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: Talk to Gemini using Google's multimodal API
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tags: [webrtc, websocket, gradio, secret|TWILIO_ACCOUNT_SID, secret|TWILIO_AUTH_TOKEN, secret|GEMINI_API_KEY]
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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15
demo/talk_to_gemini/README_gradio.md
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15
demo/talk_to_gemini/README_gradio.md
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@@ -0,0 +1,15 @@
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---
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title: Talk to Gemini (Gradio UI)
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emoji: ♊️
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colorFrom: purple
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colorTo: red
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sdk: gradio
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sdk_version: 5.16.0
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app_file: app.py
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pinned: false
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license: mit
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short_description: Talk to Gemini (Gradio UI)
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tags: [webrtc, websocket, gradio, secret|TWILIO_ACCOUNT_SID, secret|TWILIO_AUTH_TOKEN, secret|GEMINI_API_KEY]
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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181
demo/talk_to_gemini/app.py
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181
demo/talk_to_gemini/app.py
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@@ -0,0 +1,181 @@
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import asyncio
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import base64
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import json
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import os
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import pathlib
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from typing import AsyncGenerator, Literal
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import gradio as gr
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import numpy as np
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from dotenv import load_dotenv
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from fastapi import FastAPI
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from fastapi.responses import HTMLResponse
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from fastrtc import (
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AsyncStreamHandler,
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Stream,
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get_twilio_turn_credentials,
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wait_for_item,
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)
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from google import genai
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from google.genai.types import (
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LiveConnectConfig,
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PrebuiltVoiceConfig,
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SpeechConfig,
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VoiceConfig,
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)
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from gradio.utils import get_space
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from pydantic import BaseModel
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current_dir = pathlib.Path(__file__).parent
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load_dotenv()
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def encode_audio(data: np.ndarray) -> str:
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"""Encode Audio data to send to the server"""
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return base64.b64encode(data.tobytes()).decode("UTF-8")
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class GeminiHandler(AsyncStreamHandler):
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"""Handler for the Gemini API"""
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def __init__(
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self,
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expected_layout: Literal["mono"] = "mono",
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output_sample_rate: int = 24000,
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output_frame_size: int = 480,
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) -> None:
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super().__init__(
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expected_layout,
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output_sample_rate,
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output_frame_size,
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input_sample_rate=16000,
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)
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self.input_queue: asyncio.Queue = asyncio.Queue()
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self.output_queue: asyncio.Queue = asyncio.Queue()
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self.quit: asyncio.Event = asyncio.Event()
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def copy(self) -> "GeminiHandler":
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return GeminiHandler(
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expected_layout="mono",
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output_sample_rate=self.output_sample_rate,
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output_frame_size=self.output_frame_size,
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)
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async def start_up(self):
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if not self.phone_mode:
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await self.wait_for_args()
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api_key, voice_name = self.latest_args[1:]
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else:
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api_key, voice_name = None, "Puck"
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client = genai.Client(
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api_key=api_key or os.getenv("GEMINI_API_KEY"),
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http_options={"api_version": "v1alpha"},
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)
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config = LiveConnectConfig(
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response_modalities=["AUDIO"], # type: ignore
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speech_config=SpeechConfig(
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voice_config=VoiceConfig(
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prebuilt_voice_config=PrebuiltVoiceConfig(
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voice_name=voice_name,
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)
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)
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),
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)
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async with client.aio.live.connect(
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model="gemini-2.0-flash-exp", config=config
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) as session:
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async for audio in session.start_stream(
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stream=self.stream(), mime_type="audio/pcm"
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):
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if audio.data:
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array = np.frombuffer(audio.data, dtype=np.int16)
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self.output_queue.put_nowait((self.output_sample_rate, array))
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async def stream(self) -> AsyncGenerator[bytes, None]:
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while not self.quit.is_set():
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try:
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audio = await asyncio.wait_for(self.input_queue.get(), 0.1)
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yield audio
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except (asyncio.TimeoutError, TimeoutError):
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pass
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async def receive(self, frame: tuple[int, np.ndarray]) -> None:
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_, array = frame
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array = array.squeeze()
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audio_message = encode_audio(array)
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self.input_queue.put_nowait(audio_message)
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async def emit(self) -> tuple[int, np.ndarray] | None:
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return await wait_for_item(self.output_queue)
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def shutdown(self) -> None:
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self.quit.set()
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stream = Stream(
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modality="audio",
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mode="send-receive",
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handler=GeminiHandler(),
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rtc_configuration=get_twilio_turn_credentials() if get_space() else None,
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concurrency_limit=5 if get_space() else None,
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time_limit=90 if get_space() else None,
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additional_inputs=[
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gr.Textbox(
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label="API Key",
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type="password",
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value=os.getenv("GEMINI_API_KEY") if not get_space() else "",
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),
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gr.Dropdown(
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label="Voice",
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choices=[
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"Puck",
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"Charon",
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"Kore",
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"Fenrir",
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"Aoede",
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],
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value="Puck",
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),
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],
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)
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class InputData(BaseModel):
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webrtc_id: str
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voice_name: str
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api_key: str
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app = FastAPI()
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stream.mount(app)
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@app.post("/input_hook")
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async def _(body: InputData):
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stream.set_input(body.webrtc_id, body.api_key, body.voice_name)
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return {"status": "ok"}
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@app.get("/")
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async def index():
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rtc_config = get_twilio_turn_credentials() if get_space() else None
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html_content = (current_dir / "index.html").read_text()
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html_content = html_content.replace("__RTC_CONFIGURATION__", json.dumps(rtc_config))
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return HTMLResponse(content=html_content)
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if __name__ == "__main__":
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import os
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if (mode := os.getenv("MODE")) == "UI":
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stream.ui.launch(server_port=7860)
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elif mode == "PHONE":
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stream.fastphone(host="0.0.0.0", port=7860)
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else:
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import uvicorn
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uvicorn.run(app, host="0.0.0.0", port=7860)
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452
demo/talk_to_gemini/index.html
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452
demo/talk_to_gemini/index.html
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@@ -0,0 +1,452 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Gemini Voice Chat</title>
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<style>
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:root {
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--color-accent: #6366f1;
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--color-background: #0f172a;
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--color-surface: #1e293b;
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--color-text: #e2e8f0;
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--boxSize: 8px;
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--gutter: 4px;
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}
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body {
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margin: 0;
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padding: 0;
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background-color: var(--color-background);
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color: var(--color-text);
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font-family: system-ui, -apple-system, sans-serif;
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min-height: 100vh;
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display: flex;
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flex-direction: column;
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align-items: center;
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justify-content: center;
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}
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.container {
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width: 90%;
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max-width: 800px;
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background-color: var(--color-surface);
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padding: 2rem;
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border-radius: 1rem;
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box-shadow: 0 25px 50px -12px rgba(0, 0, 0, 0.25);
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}
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.wave-container {
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position: relative;
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display: flex;
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min-height: 100px;
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max-height: 128px;
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justify-content: center;
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align-items: center;
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margin: 2rem 0;
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}
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.box-container {
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display: flex;
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justify-content: space-between;
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height: 64px;
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width: 100%;
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}
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.box {
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height: 100%;
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width: var(--boxSize);
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background: var(--color-accent);
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border-radius: 8px;
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transition: transform 0.05s ease;
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}
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.controls {
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display: grid;
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gap: 1rem;
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margin-bottom: 2rem;
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}
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.input-group {
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display: flex;
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flex-direction: column;
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gap: 0.5rem;
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}
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label {
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font-size: 0.875rem;
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font-weight: 500;
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}
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input,
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select {
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padding: 0.75rem;
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border-radius: 0.5rem;
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border: 1px solid rgba(255, 255, 255, 0.1);
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background-color: var(--color-background);
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color: var(--color-text);
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font-size: 1rem;
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}
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button {
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padding: 1rem 2rem;
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border-radius: 0.5rem;
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border: none;
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background-color: var(--color-accent);
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color: white;
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font-weight: 600;
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cursor: pointer;
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transition: all 0.2s ease;
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}
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button:hover {
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opacity: 0.9;
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transform: translateY(-1px);
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}
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.icon-with-spinner {
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display: flex;
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align-items: center;
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justify-content: center;
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gap: 12px;
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min-width: 180px;
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}
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.spinner {
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width: 20px;
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height: 20px;
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border: 2px solid white;
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border-top-color: transparent;
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border-radius: 50%;
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animation: spin 1s linear infinite;
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flex-shrink: 0;
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}
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@keyframes spin {
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to {
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transform: rotate(360deg);
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}
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}
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.pulse-container {
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display: flex;
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align-items: center;
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justify-content: center;
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gap: 12px;
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min-width: 180px;
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}
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|
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.pulse-circle {
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width: 20px;
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height: 20px;
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border-radius: 50%;
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background-color: white;
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opacity: 0.2;
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flex-shrink: 0;
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transform: translateX(-0%) scale(var(--audio-level, 1));
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transition: transform 0.1s ease;
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}
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/* Add styles for toast notifications */
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.toast {
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position: fixed;
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top: 20px;
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left: 50%;
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transform: translateX(-50%);
|
||||
padding: 16px 24px;
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||||
border-radius: 4px;
|
||||
font-size: 14px;
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z-index: 1000;
|
||||
display: none;
|
||||
box-shadow: 0 2px 5px rgba(0, 0, 0, 0.2);
|
||||
}
|
||||
|
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.toast.error {
|
||||
background-color: #f44336;
|
||||
color: white;
|
||||
}
|
||||
|
||||
.toast.warning {
|
||||
background-color: #ffd700;
|
||||
color: black;
|
||||
}
|
||||
</style>
|
||||
</head>
|
||||
|
||||
|
||||
<body>
|
||||
<!-- Add toast element after body opening tag -->
|
||||
<div id="error-toast" class="toast"></div>
|
||||
<div style="text-align: center">
|
||||
<h1>Gemini Voice Chat</h1>
|
||||
<p>Speak with Gemini using real-time audio streaming</p>
|
||||
<p>
|
||||
Get a Gemini API key
|
||||
<a href="https://ai.google.dev/gemini-api/docs/api-key">here</a>
|
||||
</p>
|
||||
</div>
|
||||
<div class="container">
|
||||
<div class="controls">
|
||||
<div class="input-group">
|
||||
<label for="api-key">API Key</label>
|
||||
<input type="password" id="api-key" placeholder="Enter your API key">
|
||||
</div>
|
||||
<div class="input-group">
|
||||
<label for="voice">Voice</label>
|
||||
<select id="voice">
|
||||
<option value="Puck">Puck</option>
|
||||
<option value="Charon">Charon</option>
|
||||
<option value="Kore">Kore</option>
|
||||
<option value="Fenrir">Fenrir</option>
|
||||
<option value="Aoede">Aoede</option>
|
||||
</select>
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<div class="wave-container">
|
||||
<div class="box-container">
|
||||
<!-- Boxes will be dynamically added here -->
|
||||
</div>
|
||||
</div>
|
||||
|
||||
<button id="start-button">Start Recording</button>
|
||||
</div>
|
||||
|
||||
<audio id="audio-output"></audio>
|
||||
|
||||
<script>
|
||||
let peerConnection;
|
||||
let audioContext;
|
||||
let dataChannel;
|
||||
let isRecording = false;
|
||||
let webrtc_id;
|
||||
|
||||
const startButton = document.getElementById('start-button');
|
||||
const apiKeyInput = document.getElementById('api-key');
|
||||
const voiceSelect = document.getElementById('voice');
|
||||
const audioOutput = document.getElementById('audio-output');
|
||||
const boxContainer = document.querySelector('.box-container');
|
||||
|
||||
const numBars = 32;
|
||||
for (let i = 0; i < numBars; i++) {
|
||||
const box = document.createElement('div');
|
||||
box.className = 'box';
|
||||
boxContainer.appendChild(box);
|
||||
}
|
||||
|
||||
function updateButtonState() {
|
||||
if (peerConnection && (peerConnection.connectionState === 'connecting' || peerConnection.connectionState === 'new')) {
|
||||
startButton.innerHTML = `
|
||||
<div class="icon-with-spinner">
|
||||
<div class="spinner"></div>
|
||||
<span>Connecting...</span>
|
||||
</div>
|
||||
`;
|
||||
} else if (peerConnection && peerConnection.connectionState === 'connected') {
|
||||
startButton.innerHTML = `
|
||||
<div class="pulse-container">
|
||||
<div class="pulse-circle"></div>
|
||||
<span>Stop Recording</span>
|
||||
</div>
|
||||
`;
|
||||
} else {
|
||||
startButton.innerHTML = 'Start Recording';
|
||||
}
|
||||
}
|
||||
|
||||
function showError(message) {
|
||||
const toast = document.getElementById('error-toast');
|
||||
toast.textContent = message;
|
||||
toast.className = 'toast error';
|
||||
toast.style.display = 'block';
|
||||
|
||||
// Hide toast after 5 seconds
|
||||
setTimeout(() => {
|
||||
toast.style.display = 'none';
|
||||
}, 5000);
|
||||
}
|
||||
|
||||
async function setupWebRTC() {
|
||||
const config = __RTC_CONFIGURATION__;
|
||||
peerConnection = new RTCPeerConnection(config);
|
||||
webrtc_id = Math.random().toString(36).substring(7);
|
||||
|
||||
const timeoutId = setTimeout(() => {
|
||||
const toast = document.getElementById('error-toast');
|
||||
toast.textContent = "Connection is taking longer than usual. Are you on a VPN?";
|
||||
toast.className = 'toast warning';
|
||||
toast.style.display = 'block';
|
||||
|
||||
// Hide warning after 5 seconds
|
||||
setTimeout(() => {
|
||||
toast.style.display = 'none';
|
||||
}, 5000);
|
||||
}, 5000);
|
||||
|
||||
try {
|
||||
const stream = await navigator.mediaDevices.getUserMedia({ audio: true });
|
||||
stream.getTracks().forEach(track => peerConnection.addTrack(track, stream));
|
||||
|
||||
// Update audio visualization setup
|
||||
audioContext = new AudioContext();
|
||||
analyser_input = audioContext.createAnalyser();
|
||||
const source = audioContext.createMediaStreamSource(stream);
|
||||
source.connect(analyser_input);
|
||||
analyser_input.fftSize = 64;
|
||||
dataArray_input = new Uint8Array(analyser_input.frequencyBinCount);
|
||||
|
||||
function updateAudioLevel() {
|
||||
analyser_input.getByteFrequencyData(dataArray_input);
|
||||
const average = Array.from(dataArray_input).reduce((a, b) => a + b, 0) / dataArray_input.length;
|
||||
const audioLevel = average / 255;
|
||||
|
||||
const pulseCircle = document.querySelector('.pulse-circle');
|
||||
if (pulseCircle) {
|
||||
console.log("audioLevel", audioLevel);
|
||||
pulseCircle.style.setProperty('--audio-level', 1 + audioLevel);
|
||||
}
|
||||
|
||||
animationId = requestAnimationFrame(updateAudioLevel);
|
||||
}
|
||||
updateAudioLevel();
|
||||
|
||||
// Add connection state change listener
|
||||
peerConnection.addEventListener('connectionstatechange', () => {
|
||||
console.log('connectionstatechange', peerConnection.connectionState);
|
||||
if (peerConnection.connectionState === 'connected') {
|
||||
clearTimeout(timeoutId);
|
||||
const toast = document.getElementById('error-toast');
|
||||
toast.style.display = 'none';
|
||||
}
|
||||
updateButtonState();
|
||||
});
|
||||
|
||||
// Handle incoming audio
|
||||
peerConnection.addEventListener('track', (evt) => {
|
||||
if (audioOutput && audioOutput.srcObject !== evt.streams[0]) {
|
||||
audioOutput.srcObject = evt.streams[0];
|
||||
audioOutput.play();
|
||||
|
||||
// Set up audio visualization on the output stream
|
||||
audioContext = new AudioContext();
|
||||
analyser = audioContext.createAnalyser();
|
||||
const source = audioContext.createMediaStreamSource(evt.streams[0]);
|
||||
source.connect(analyser);
|
||||
analyser.fftSize = 2048;
|
||||
dataArray = new Uint8Array(analyser.frequencyBinCount);
|
||||
updateVisualization();
|
||||
}
|
||||
});
|
||||
|
||||
// Create data channel for messages
|
||||
dataChannel = peerConnection.createDataChannel('text');
|
||||
dataChannel.onmessage = (event) => {
|
||||
const eventJson = JSON.parse(event.data);
|
||||
if (eventJson.type === "error") {
|
||||
showError(eventJson.message);
|
||||
} else if (eventJson.type === "send_input") {
|
||||
fetch('/input_hook', {
|
||||
method: 'POST',
|
||||
headers: {
|
||||
'Content-Type': 'application/json',
|
||||
},
|
||||
body: JSON.stringify({
|
||||
webrtc_id: webrtc_id,
|
||||
api_key: apiKeyInput.value,
|
||||
voice_name: voiceSelect.value
|
||||
})
|
||||
});
|
||||
}
|
||||
};
|
||||
|
||||
// Create and send offer
|
||||
const offer = await peerConnection.createOffer();
|
||||
await peerConnection.setLocalDescription(offer);
|
||||
|
||||
await new Promise((resolve) => {
|
||||
if (peerConnection.iceGatheringState === "complete") {
|
||||
resolve();
|
||||
} else {
|
||||
const checkState = () => {
|
||||
if (peerConnection.iceGatheringState === "complete") {
|
||||
peerConnection.removeEventListener("icegatheringstatechange", checkState);
|
||||
resolve();
|
||||
}
|
||||
};
|
||||
peerConnection.addEventListener("icegatheringstatechange", checkState);
|
||||
}
|
||||
});
|
||||
|
||||
const response = await fetch('/webrtc/offer', {
|
||||
method: 'POST',
|
||||
headers: { 'Content-Type': 'application/json' },
|
||||
body: JSON.stringify({
|
||||
sdp: peerConnection.localDescription.sdp,
|
||||
type: peerConnection.localDescription.type,
|
||||
webrtc_id: webrtc_id,
|
||||
})
|
||||
});
|
||||
|
||||
const serverResponse = await response.json();
|
||||
|
||||
if (serverResponse.status === 'failed') {
|
||||
showError(serverResponse.meta.error === 'concurrency_limit_reached'
|
||||
? `Too many connections. Maximum limit is ${serverResponse.meta.limit}`
|
||||
: serverResponse.meta.error);
|
||||
stop();
|
||||
startButton.textContent = 'Start Recording';
|
||||
return;
|
||||
}
|
||||
|
||||
await peerConnection.setRemoteDescription(serverResponse);
|
||||
} catch (err) {
|
||||
clearTimeout(timeoutId);
|
||||
console.error('Error setting up WebRTC:', err);
|
||||
showError('Failed to establish connection. Please try again.');
|
||||
stop();
|
||||
startButton.textContent = 'Start Recording';
|
||||
}
|
||||
}
|
||||
|
||||
function updateVisualization() {
|
||||
if (!analyser) return;
|
||||
|
||||
analyser.getByteFrequencyData(dataArray);
|
||||
const bars = document.querySelectorAll('.box');
|
||||
|
||||
for (let i = 0; i < bars.length; i++) {
|
||||
const barHeight = (dataArray[i] / 255) * 2;
|
||||
bars[i].style.transform = `scaleY(${Math.max(0.1, barHeight)})`;
|
||||
}
|
||||
|
||||
animationId = requestAnimationFrame(updateVisualization);
|
||||
}
|
||||
|
||||
function stopWebRTC() {
|
||||
if (peerConnection) {
|
||||
peerConnection.close();
|
||||
}
|
||||
if (animationId) {
|
||||
cancelAnimationFrame(animationId);
|
||||
}
|
||||
if (audioContext) {
|
||||
audioContext.close();
|
||||
}
|
||||
updateButtonState();
|
||||
}
|
||||
|
||||
startButton.addEventListener('click', () => {
|
||||
if (!isRecording) {
|
||||
setupWebRTC();
|
||||
startButton.classList.add('recording');
|
||||
} else {
|
||||
stopWebRTC();
|
||||
startButton.classList.remove('recording');
|
||||
}
|
||||
isRecording = !isRecording;
|
||||
});
|
||||
</script>
|
||||
</body>
|
||||
|
||||
</html>
|
||||
4
demo/talk_to_gemini/requirements.txt
Normal file
4
demo/talk_to_gemini/requirements.txt
Normal file
@@ -0,0 +1,4 @@
|
||||
fastrtc
|
||||
python-dotenv
|
||||
google-genai
|
||||
twilio
|
||||
Reference in New Issue
Block a user