Create app.py
Browse files
app.py
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| 1 |
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# app.py
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import os
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import asyncio
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import base64
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import io
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import traceback
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import cv2
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import pyaudio
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import PIL.Image
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import mss
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import gradio as gr
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from google import genai
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from google.genai import types
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# Audio and video capture config
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FORMAT = pyaudio.paInt16
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CHANNELS = 1
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SEND_SAMPLE_RATE = 16000
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RECEIVE_SAMPLE_RATE = 24000
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CHUNK_SIZE = 1024
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MODEL = "models/gemini-2.0-flash-live-001"
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# Initialize Google GenAI client
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client = genai.Client(
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http_options={"api_version": "v1beta"},
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api_key=os.environ.get("GEMINI_API_KEY"),
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)
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# Live connect configuration
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CONFIG = types.LiveConnectConfig(
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response_modalities=["audio"],
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speech_config=types.SpeechConfig(
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voice_config=types.VoiceConfig(
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prebuilt_voice_config=types.PrebuiltVoiceConfig(voice_name="Puck")
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)
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),
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system_instruction=types.Content(
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parts=[types.Part.from_text(text="You are Puck..." )]
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),
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)
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# AudioLoop class adapted for Gradio
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class AudioLoop:
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def __init__(self, mode="camera"):
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self.mode = mode
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self.audio_in_queue = None
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self.out_queue = None
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self.session = None
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async def _get_frame(self, cap):
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ret, frame = cap.read()
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if not ret:
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return None
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frame_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
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img = PIL.Image.fromarray(frame_rgb)
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img.thumbnail((640, 480))
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buf = io.BytesIO()
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img.save(buf, format="JPEG")
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return buf.getvalue()
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async def _video_stream(self):
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cap = await asyncio.to_thread(cv2.VideoCapture, 0)
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try:
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while True:
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frame = await self._get_frame(cap)
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if frame is None:
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break
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await self.out_queue.put({"mime_type": "image/jpeg", "data": base64.b64encode(frame).decode()})
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await asyncio.sleep(0.1)
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finally:
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cap.release()
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async def _audio_stream(self):
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mic_info = pya.get_default_input_device_info()
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stream = await asyncio.to_thread(
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pyaudio.PyAudio().open,
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format=FORMAT,
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channels=CHANNELS,
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rate=SEND_SAMPLE_RATE,
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input=True,
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input_device_index=mic_info['index'],
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frames_per_buffer=CHUNK_SIZE,
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)
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while True:
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data = await asyncio.to_thread(stream.read, CHUNK_SIZE, False)
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await self.out_queue.put({"data": data, "mime_type": "audio/pcm"})
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async def send_realtime(self):
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while True:
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msg = await self.out_queue.get()
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await self.session.send(input=msg)
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async def receive_audio(self):
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while True:
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turn = self.session.receive()
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async for response in turn:
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if data := response.data:
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yield (None, data)
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if text := response.text:
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yield (text, None)
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async def run(self):
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async with client.aio.live.connect(model=MODEL, config=CONFIG) as session:
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self.session = session
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self.audio_in_queue = asyncio.Queue()
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self.out_queue = asyncio.Queue(maxsize=5)
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tasks = []
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tasks.append(asyncio.create_task(self._audio_stream()))
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if self.mode == "camera":
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tasks.append(asyncio.create_task(self._video_stream()))
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tasks.append(asyncio.create_task(self.send_realtime()))
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async for text, audio in self.receive_audio():
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yield text, audio
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for t in tasks:
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t.cancel()
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# Gradio interface
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async def chat(mode="camera"):
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"""Starts a live chat session and yields (text, audio) tuples as they arrive."""
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loop = AudioLoop(mode=mode)
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async for t, a in loop.run():
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yield t, a
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with gr.Blocks() as demo:
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gr.Markdown("# Gemini Live API Web Chat\nUse your microphone and camera directly from the browser.")
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mode = gr.Radio(choices=["camera", "screen", "none"], value="camera", label="Video Source")
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chatbot = gr.Chatbot()
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with gr.Row():
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start = gr.Button("Start")
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stop = gr.Button("Stop")
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start.click(lambda m: chat(m), inputs=[mode], outputs=[chatbot], _js="(fn, inputs) => {fn(inputs).then(data => console.log(data));}")
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demo.launch(server_name="0.0.0.0", share=True)
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# requirements.txt
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#
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# google-genai
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# opencv-python
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# pyaudio
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# pillow
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# mss
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# gradio
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