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Create app.py
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app.py
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import gradio as gr
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def general_chat(text: str, gr_history: list):
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yield text
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def online_chat(gr_webcam_image, gr_history: list):
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if gr_webcam_image:
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query = {"role": "user", "content": (gr_webcam_image, )}
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response = {"role": "assistant", "content": 'this is a frame.'}
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gr_history.extend([query, response])
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yield gr_history
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with gr.Blocks() as demo:
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gr.Markdown("## Simple Streaming Record and Response")
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with gr.Row():
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with gr.Column():
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gr_webcam_image = gr.Image(
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label='WebCam',
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sources="webcam",
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height=250,
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type='filepath')
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gr_chatinterface_ol = gr.ChatInterface(
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fn=general_chat,
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type="messages",
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multimodal=True,
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)
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gr_webcam_image.stream(
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fn=online_chat,
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inputs=[gr_webcam_image, gr_chatinterface_ol.chatbot],
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outputs=[gr_chatinterface_ol.chatbot],
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stream_every=1,
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concurrency_limit=30,
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)
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demo.queue(default_concurrency_limit=100, max_size=100).launch(share=True,
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max_threads=100,
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ssr_mode=False)
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