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Update app.py
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app.py
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import gradio as gr
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from langchain.chat_models import ChatOpenAI
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from langchain.schema import SystemMessage, HumanMessage
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# Initialize the model
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model = ChatOpenAI(model="gpt-3.5-turbo", temperature=0)
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# Define the PLAN_PROMPT
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PLAN_PROMPT = "You are an expert writer tasked with writing a high-level outline of a short 3-paragraph essay. Write such an outline for the user-provided topic."
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# Function to generate the essay outline
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def generate_essay_outline(topic):
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messages = [
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SystemMessage(content=PLAN_PROMPT),
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HumanMessage(content=topic)
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]
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response = model.invoke(messages)
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return response.content
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# Create Gradio interface
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interface = gr.Interface(
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fn=generate_essay_outline, # The function to call when the user submits input
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inputs="text", # The input is a text field (topic)
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outputs="text", # The output is displayed as text (essay outline)
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title="Essay Outline Generator", # Optional: Title for the Gradio interface
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description="Provide a topic, and the model will generate an essay outline for it.", # Description
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)
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# Launch the interface
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interface.launch(share=
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import gradio as gr
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from langchain.chat_models import ChatOpenAI
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from langchain.schema import SystemMessage, HumanMessage
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# Initialize the model
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model = ChatOpenAI(model="gpt-3.5-turbo", temperature=0)
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# Define the PLAN_PROMPT
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PLAN_PROMPT = "You are an expert writer tasked with writing a high-level outline of a short 3-paragraph essay. Write such an outline for the user-provided topic."
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# Function to generate the essay outline
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def generate_essay_outline(topic):
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messages = [
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SystemMessage(content=PLAN_PROMPT),
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HumanMessage(content=topic)
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]
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response = model.invoke(messages)
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return response.content
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# Create Gradio interface
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interface = gr.Interface(
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fn=generate_essay_outline, # The function to call when the user submits input
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inputs="text", # The input is a text field (topic)
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outputs="text", # The output is displayed as text (essay outline)
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title="Essay Outline Generator", # Optional: Title for the Gradio interface
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description="Provide a topic, and the model will generate an essay outline for it.", # Description
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)
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# Launch the interface
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interface.launch(share=True)
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