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Build error
Bahareh Kavousi nejad commited on
Commit ·
8c2257d
1
Parent(s): 4475d41
[Update]: New app.py and reqs
Browse files- app.py +7 -59
- requirements.txt +2 -3
- server.py +0 -21
app.py
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@@ -1,64 +1,12 @@
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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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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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if __name__ == "__main__":
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import gradio as gr
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def chatbot(user_message):
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if "hello" in user_message.lower():
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return "Hi there! How can I help you today?"
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return "I'm just a simple bot. Can you ask me something else?"
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# Interface setup
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iface = gr.Interface(fn=chatbot, inputs="text", outputs="text")
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if __name__ == "__main__":
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iface.launch(server_name="0.0.0.0", server_port=int(os.getenv("PORT", 7860)))
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requirements.txt
CHANGED
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@@ -1,3 +1,2 @@
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gradio
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flask
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gradio # If you use Gradio
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server.py
DELETED
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@@ -1,21 +0,0 @@
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import gradio as gr
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from transformers import pipeline
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# Load the model
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qa_pipeline = pipeline("question-answering", model="deepset/roberta-base-squad2")
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# Define the function
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def answer_question(question, context=""):
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result = qa_pipeline(question=question, context=context)
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return result['answer']
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# Create the Gradio interface
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iface = gr.Interface(
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fn=answer_question,
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inputs=["text", "text"], # Two text inputs: question and context
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outputs="text",
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title="Medical Text Simplification Chat"
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)
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# Launch the app
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iface.launch()
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