Robert Pardela commited on
Commit
d5ba592
1 Parent(s): d560b42

Add application file

Browse files
Files changed (2) hide show
  1. app.py +17 -0
  2. requirements.txt +3 -0
app.py ADDED
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+ from transformers import pipeline, Conversation
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+ import gradio as gr
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+
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+ chatbot = pipeline(model="Falconsai/medical_summarization")
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+
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+ message_list = []
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+ response_list = []
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+
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+ def vanilla_chatbot(message, history):
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+ conversation = Conversation(text=message, past_user_inputs=message_list, generated_responses=response_list)
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+ conversation = chatbot(conversation)
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+
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+ return conversation.generated_responses[-1]
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+
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+ demo_chatbot = gr.ChatInterface(vanilla_chatbot, title="Test medical summarization chatbot", description="Enter text to summarize.")
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+
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+ demo_chatbot.launch()
requirements.txt ADDED
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+ gradio==3.39.0
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+ transformers==4.31.0
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+ torch==2.0.1