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Canstralian
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initial commit
Browse files- README.md +2 -1
- app.py +38 -58
- requirements.txt +0 -1
README.md
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---
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title:
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emoji: 💬
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colorFrom: yellow
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colorTo: purple
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@@ -7,6 +7,7 @@ sdk: gradio
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sdk_version: 5.0.1
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app_file: app.py
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pinned: false
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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).
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---
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title: New Space Solution
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emoji: 💬
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colorFrom: yellow
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colorTo: purple
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sdk_version: 5.0.1
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app_file: app.py
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pinned: false
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license: mit
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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).
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app.py
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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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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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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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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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messages.append({"role": "user", "content": message})
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response = ""
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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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response += token
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yield response
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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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import gradio as gr
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python_code = """
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def fib(n):
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if n <= 0:
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return 0
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elif n == 1:
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return 1
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else:
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return fib(n-1) + fib(n-2)
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"""
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js_code = """
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function fib(n) {
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if (n <= 0) return 0;
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if (n === 1) return 1;
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return fib(n - 1) + fib(n - 2);
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}
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"""
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def chat(message, history):
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if "python" in message.lower():
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return "Type Python or JavaScript to see the code.", gr.Code(language="python", value=python_code)
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elif "javascript" in message.lower():
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return "Type Python or JavaScript to see the code.", gr.Code(language="javascript", value=js_code)
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else:
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return "Please ask about Python or JavaScript.", None
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with gr.Blocks() as demo:
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code = gr.Code(render=False)
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with gr.Row():
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with gr.Column():
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gr.Markdown("<center><h1>Write Python or JavaScript</h1></center>")
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gr.ChatInterface(
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chat,
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examples=["Python", "JavaScript"],
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additional_outputs=[code],
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type="messages"
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)
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with gr.Column():
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gr.Markdown("<center><h1>Code Artifacts</h1></center>")
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code.render()
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demo.launch()
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requirements.txt
CHANGED
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huggingface_hub==0.25.2
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