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Duplicate from gradio-templates/chatbot

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Co-authored-by: Pete <pngwn@users.noreply.huggingface.co>

Files changed (4) hide show
  1. .gitattributes +35 -0
  2. README.md +11 -0
  3. app.py +63 -0
  4. requirements.txt +1 -0
.gitattributes ADDED
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README.md ADDED
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+ ---
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+ title: Gradio Chatbot
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+ emoji: 💬
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+ colorFrom: yellow
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+ colorTo: purple
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+ sdk: gradio
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+ app_file: app.py
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+ pinned: false
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+ ---
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+
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+ An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index).
app.py ADDED
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+ import gradio as gr
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+ from huggingface_hub import InferenceClient
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+
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+ """
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+ For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
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+ """
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+ client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
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+
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+
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+ def respond(
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+ message,
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+ history: list[tuple[str, str]],
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+ system_message,
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+ max_tokens,
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+ temperature,
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+ top_p,
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+ ):
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+ messages = [{"role": "system", "content": system_message}]
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+
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+ for val in history:
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+ if val[0]:
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+ messages.append({"role": "user", "content": val[0]})
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+ if val[1]:
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+ messages.append({"role": "assistant", "content": val[1]})
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+
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+ messages.append({"role": "user", "content": message})
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+
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+ response = ""
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+
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+ for message in client.chat_completion(
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+ messages,
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+ max_tokens=max_tokens,
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+ stream=True,
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+ temperature=temperature,
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+ top_p=top_p,
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+ ):
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+ token = message.choices[0].delta.content
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+
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+ response += token
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+ yield response
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+
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+ """
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+ For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
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+ """
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+ demo = gr.ChatInterface(
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+ respond,
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+ additional_inputs=[
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+ gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
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+ gr.Slider(minimum=1, maximum=2048, value=512, step=1, label="Max new tokens"),
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+ gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
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+ gr.Slider(
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+ minimum=0.1,
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+ maximum=1.0,
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+ value=0.95,
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+ step=0.05,
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+ label="Top-p (nucleus sampling)",
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+ ),
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+ ],
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+ )
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+
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+
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+ if __name__ == "__main__":
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+ demo.launch()
requirements.txt ADDED
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+ huggingface_hub==0.22.2