yazanateer commited on
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2f286b3
1 Parent(s): fc70fc7

Create app.py

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  1. app.py +31 -0
app.py ADDED
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+ import gradio as gr
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+ from langchain_groq import ChatGroq
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+ from langchain_core.messages import HumanMessage
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+
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+
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+ GROQ_API_KEY = "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"
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+
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+ # Initialize Groq
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+ chat_model = ChatGroq(model_name="mixtral-8x7b-32768", api_key=GROQ_API_KEY)
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+
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+ def generate_response(question):
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+ """Generate a response using Groq."""
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+ try:
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+ input_text = f"Tell me about {question} in the context of AI-assisted language learning."
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+ messages = [HumanMessage(content=input_text)]
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+ response = chat_model.invoke(messages)
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+ return response.content
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+ except Exception as e:
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+ return f"An error occurred: {str(e)}"
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+
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+ # Create Gradio interface
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+ iface = gr.Interface(
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+ fn=generate_response,
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+ inputs=gr.Textbox(lines=2, label="Enter a topic related to AI and language learning"),
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+ outputs=gr.Textbox(label="Response", lines=10),
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+ title="AI-Assisted Language Learning Platform",
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+ description="Ask about topics in AI-assisted language learning.",
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+ )
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+
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+ # Launch the Gradio app
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+ iface.launch()