mbwolff
commited on
Commit
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beead2c
1
Parent(s):
2241248
Trying something else
Browse files
app.py
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import gradio as gr
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# from huggingface_hub import InferenceClient
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import random
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from transformers import pipeline
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def
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return pipe(question=message, context=history[-2]['content'])['answer']
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else:
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return 'Okay'
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fn=
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import gradio as gr
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from transformers import pipeline
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# Load the question answering model
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question_answerer = pipeline("question-answering", model="mbwolff/distilbert-base-uncased-finetuned-squad")
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def answer_question(question, context):
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result = question_answerer(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=[
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gr.inputs.Textbox(lines=7, placeholder="Enter your question here..."),
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gr.inputs.Textbox(lines=7, placeholder="Enter the context here..."),
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],
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outputs="text",
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title="Question Answering Chatbot",
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description="Ask questions about the provided context."
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)
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# Launch the interface
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iface.launch()
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appOLD.py
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import gradio as gr
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# from huggingface_hub import InferenceClient
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import random
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from transformers import pipeline
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def random_response(message, history):
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return random.choice(["Yes", "No"])
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def eqa(message, history):
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if len(history) >= 1 and history[-1]['role'] == 'assistant' and history[-1]['content'] == 'Okay':
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pipe = pipeline(model="mbwolff/distilbert-base-uncased-finetuned-squad")
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return pipe(question=message, context=history[-2]['content'])['answer']
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else:
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return 'Okay'
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gr.ChatInterface(
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# fn=random_response,
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fn=eqa,
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type="messages"
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).launch()
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