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sachin
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a10c7a6
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Parent(s):
6ea2bcc
fix-pdf
Browse files
app.py
CHANGED
@@ -1,52 +1,91 @@
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import gradio as gr
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import requests
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# Function to send the POST request to the API
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def extract_text_from_pdf(pdf_file, page_number):
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# API endpoint
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url = "http://209.20.158.215:7861/extract-text-eng/"
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# Prepare the payload
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# Headers
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headers = {
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"accept": "application/json"
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}
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# Gradio interface
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with gr.Blocks(title="PDF
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gr.Markdown("#
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# Input components
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pdf_input = gr.File(label="Upload PDF File", file_types=[".pdf"])
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page_number_input = gr.Number(label="Page Number", value=1, precision=0, minimum=1)
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# Submit button
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submit_button = gr.Button("Extract
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# Output component
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output_text = gr.Textbox(
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# Connect the button to the function
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submit_button.click(
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import gradio as gr
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import requests
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from PyPDF2 import PdfReader
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import io
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import os
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# Function to validate PDF file
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def is_valid_pdf(file_path):
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try:
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# If file_path is a string (Gradio provides a temporary file path)
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if isinstance(file_path, str) and os.path.exists(file_path):
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with open(file_path, "rb") as f:
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pdf = PdfReader(f)
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if len(pdf.pages) > 0:
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return True, f"Valid PDF with {len(pdf.pages)} pages"
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return False, "Invalid PDF: No pages found"
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else:
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return False, "Invalid PDF: File path is not valid"
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except Exception as e:
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return False, f"Invalid PDF: {str(e)}"
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# Function to send the POST request to the API
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def extract_text_from_pdf(pdf_file, page_number):
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if not pdf_file:
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return "Error: No file uploaded. Please upload a PDF file."
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# Validate the PDF using the file path
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valid, message = is_valid_pdf(pdf_file)
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if not valid:
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return f"Error: {message}. Please upload a valid PDF file or repair the current one."
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# API endpoint
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url = "http://209.20.158.215:7861/extract-text-eng/"
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# Prepare the payload
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with open(pdf_file, "rb") as f:
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files = {
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"file": ("uploaded.pdf", f, "application/pdf")
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}
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data = {
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"page_number": str(page_number),
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"src_lang": "eng_Latn",
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"tgt_lang": "eng_Latn",
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"prompt": "describe the image"
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}
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# Headers
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headers = {
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"accept": "application/json"
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}
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try:
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# Send the POST request
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response = requests.post(url, files=files, data=data, headers=headers)
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# Check if the request was successful
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if response.status_code == 200:
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result = response.json()
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page_content = result.get("page_content", "No description returned from API")
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return page_content
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else:
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return f"Error: {response.status_code} - {response.text}"
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except Exception as e:
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return f"Error: Failed to connect to the API - {str(e)}"
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# Gradio interface
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with gr.Blocks(title="PDF Content Description") as demo:
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gr.Markdown("# PDF Content Description Extractor")
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gr.Markdown(
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"""
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Upload a PDF file (e.g., Dhwani-AI-Pitch-Europe.pdf) and specify a page number to extract a description of its content.
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The API will analyze the page and return a textual description, such as details about images, text, or layout.
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"""
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)
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# Input components
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pdf_input = gr.File(label="Upload PDF File", file_types=[".pdf"], type="filepath")
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page_number_input = gr.Number(label="Page Number", value=1, precision=0, minimum=1)
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# Submit button
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submit_button = gr.Button("Extract Description")
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# Output component
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output_text = gr.Textbox(
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label="Content Description",
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lines=10,
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placeholder="The API response will appear here, describing the content of the specified PDF page."
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)
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# Connect the button to the function
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submit_button.click(
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