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README.md
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@@ -9,11 +9,7 @@ app_file: app.py
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pinned: false
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license: mit
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short_description: Gemini understands audio and video!
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tags:
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- webrtc
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- websocket
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- gradio
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- secret|HF_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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pinned: false
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license: mit
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short_description: Gemini understands audio and video!
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tags: [webrtc, websocket, gradio, secret|HF_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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app.py
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@@ -63,7 +63,8 @@ class GeminiHandler(AsyncAudioVideoStreamHandler):
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)
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config = {"response_modalities": ["AUDIO"]}
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async with client.aio.live.connect(
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model="gemini-2.0-flash-exp",
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) as session:
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self.session = session
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while not self.quit.is_set():
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break
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async def video_receive(self, frame: np.ndarray):
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if self.session:
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# send image every 1 second
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print(time.time() - self.last_frame_time)
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@@ -87,10 +90,8 @@ class GeminiHandler(AsyncAudioVideoStreamHandler):
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if self.latest_args[1] is not None:
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await self.session.send(input=encode_image(self.latest_args[1]))
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self.video_queue.put_nowait(frame)
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async def video_emit(self):
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frame = await self.video_queue.
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if frame is not None:
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return frame
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else:
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await self.session.send(input=audio_message)
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async def emit(self):
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array = await self.audio_queue.
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async def shutdown(self) -> None:
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if self.session:
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@@ -119,7 +122,7 @@ stream = Stream(
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modality="audio-video",
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mode="send-receive",
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rtc_configuration=get_cloudflare_turn_credentials_async,
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time_limit=
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additional_inputs=[
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gr.Image(label="Image", type="numpy", sources=["upload", "clipboard"])
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],
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@@ -172,7 +175,7 @@ with gr.Blocks(css=css) as demo:
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GeminiHandler(),
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inputs=[webrtc, image_input],
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outputs=[webrtc],
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time_limit=
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concurrency_limit=2 if get_space() else None,
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)
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)
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config = {"response_modalities": ["AUDIO"]}
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async with client.aio.live.connect(
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model="gemini-2.0-flash-exp",
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config=config, # type: ignore
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) as session:
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self.session = session
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while not self.quit.is_set():
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break
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async def video_receive(self, frame: np.ndarray):
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self.video_queue.put_nowait(frame)
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if self.session:
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# send image every 1 second
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print(time.time() - self.last_frame_time)
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if self.latest_args[1] is not None:
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await self.session.send(input=encode_image(self.latest_args[1]))
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async def video_emit(self):
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frame = await wait_for_item(self.video_queue, 0.01)
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if frame is not None:
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return frame
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else:
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await self.session.send(input=audio_message)
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async def emit(self):
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array = await wait_for_item(self.audio_queue, 0.01)
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if array is not None:
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return (self.output_sample_rate, array)
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return array
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async def shutdown(self) -> None:
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if self.session:
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modality="audio-video",
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mode="send-receive",
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rtc_configuration=get_cloudflare_turn_credentials_async,
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time_limit=180 if get_space() else None,
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additional_inputs=[
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gr.Image(label="Image", type="numpy", sources=["upload", "clipboard"])
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],
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GeminiHandler(),
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inputs=[webrtc, image_input],
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outputs=[webrtc],
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time_limit=180 if get_space() else None,
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concurrency_limit=2 if get_space() else None,
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)
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