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import gradio as gr |
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from pdf2image import convert_from_path |
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import pdfplumber |
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from docx import Document |
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import subprocess |
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import os |
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def convert_pdf_to_image(file): |
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images = convert_from_path(file) |
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return images |
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def extract_text_from_pdf(file): |
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text = "" |
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with pdfplumber.open(file) as pdf: |
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for page in pdf.pages: |
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text += page.extract_text() + "\n" |
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return text |
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def extract_text_from_docx(file): |
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text = "" |
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doc = Document(file.name) |
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for paragraph in doc.paragraphs: |
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text += paragraph.text + "\n" |
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return text |
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def convert_doc_to_text(doc_path): |
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try: |
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subprocess.run( |
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["unoconv", "--format", "txt", doc_path], |
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capture_output=True, |
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text=True, |
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check=True, |
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) |
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txt_file_path = doc_path.replace(".doc", ".txt") |
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with open(txt_file_path, "r") as f: |
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text = f.read() |
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text = text.lstrip("\ufeff") |
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os.remove(txt_file_path) |
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return text |
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except subprocess.CalledProcessError as e: |
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print(f"Error converting {doc_path} to text: {e}") |
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return "" |
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def extract_text_from_doc_or_docx(file): |
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if file.name.endswith(".docx"): |
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return extract_text_from_docx(file) |
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elif file.name.endswith(".doc"): |
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return convert_doc_to_text(file.name) |
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else: |
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return "Unsupported file type. Please upload a .doc or .docx file." |
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pdf_to_img = gr.Interface( |
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convert_pdf_to_image, gr.File(), gr.Gallery(), api_name="pdf_to_img" |
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) |
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pdf_to_text = gr.Interface( |
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extract_text_from_pdf, |
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gr.File(), |
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gr.Textbox(placeholder="Extracted text will appear here"), |
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api_name="pdf_to_text", |
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) |
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doc_or_docx_to_text = gr.Interface( |
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extract_text_from_doc_or_docx, |
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gr.File(), |
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gr.Textbox(placeholder="Extracted text from DOC or DOCX will appear here"), |
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api_name="doc_or_docx_to_text", |
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) |
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demo = gr.TabbedInterface( |
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[pdf_to_img, pdf_to_text, doc_or_docx_to_text], |
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["PDF to Image", "Extract PDF Text", "Extract DOC/DOCX Text"], |
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) |
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demo.launch(debug=True) |
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