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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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import requests
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# Define Hugging Face API endpoint and token
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API_URL = "https://api-inference.huggingface.co/models/facebook/bart-large-cnn"
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API_TOKEN = "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" # Replace with your actual token
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# Function to query Hugging Face API for text summarization
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def query_summarization(input_text):
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headers = {
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"Authorization": f"Bearer {API_TOKEN}",
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"Content-Type": "application/json",
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}
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payload = {
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"inputs": input_text
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}
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try:
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# Sending POST request to the Hugging Face API
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response = requests.post(API_URL, headers=headers, json=payload)
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response.raise_for_status() # Raise error for bad responses (4xx, 5xx)
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result = response.json()
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# Extract and return the summary
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if result and "summary_text" in result[0]:
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return result[0]["summary_text"]
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else:
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return "Sorry, an error occurred. Please try again later."
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except requests.exceptions.RequestException as e:
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return f"Error: {e}"
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# Create Gradio interface for text summarization
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iface = gr.Interface(
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fn=query_summarization, # Function to call
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inputs=gr.Textbox(lines=10, placeholder="Enter your text here..."), # Input text area
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outputs=gr.Textbox(placeholder="Summary will appear here..."), # Output summary text
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title="Text Summarization with Hugging Face",
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description="Enter text to get a summarized version using Hugging Face's BART model.",
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live=True # Set to True for live updates (optional)
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)
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# Launch the interface
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iface.launch()
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