| from pptx import Presentation |
| import gradio as gr |
| from pdf2image import convert_from_path |
| import pdfplumber |
| from docx import Document |
| import subprocess |
| import os |
|
|
|
|
| def extract_text_from_pptx(file_path): |
| prs = Presentation(file_path) |
| text_content = [] |
|
|
| for slide in prs.slides: |
| slide_text = [] |
| for shape in slide.shapes: |
| if hasattr(shape, "text"): |
| slide_text.append(shape.text) |
| text_content.append("\n".join(slide_text)) |
|
|
| return "\n\n".join(text_content) |
|
|
| def extract_text_from_ppt(file_path): |
| try: |
| |
| pptx_file_path = os.path.splitext(file_path)[0] + '.pptx' |
| subprocess.run(['unoconv', '-f', 'pptx', file_path], check=True) |
|
|
| |
| presentation = Presentation(pptx_file_path) |
| text_content = [] |
|
|
| for slide in presentation.slides: |
| slide_text = [] |
| for shape in slide.shapes: |
| if hasattr(shape, "text"): |
| slide_text.append(shape.text) |
| text_content.append("\n".join(slide_text)) |
|
|
| |
| os.remove(pptx_file_path) |
|
|
| return "\n\n".join(text_content) |
| except Exception as e: |
| print(f"Error extracting text from PPT file: {e}") |
| return "Error extracting text from PPT file" |
|
|
| def extract_text_from_ppt_or_pptx(file_path): |
| if file_path.endswith('.pptx'): |
| return extract_text_from_pptx(file_path) |
| elif file_path.endswith('.ppt'): |
| return extract_text_from_ppt(file_path) |
| else: |
| return "Unsupported file type. Please provide a .ppt or .pptx file." |
|
|
|
|
| def convert_pdf_to_image(file): |
| images = convert_from_path(file) |
| return images |
|
|
|
|
| def extract_text_from_pdf(file): |
| text = "" |
| with pdfplumber.open(file) as pdf: |
| for page in pdf.pages: |
| text += page.extract_text() + "\n" |
| return text |
|
|
|
|
| def extract_text_from_docx(file): |
| text = "" |
| doc = Document(file.name) |
| for paragraph in doc.paragraphs: |
| text += paragraph.text + "\n" |
| return text |
|
|
|
|
| def convert_doc_to_text(doc_path): |
| try: |
| subprocess.run( |
| ["unoconv", "--format", "txt", doc_path], |
| capture_output=True, |
| text=True, |
| check=True, |
| ) |
| txt_file_path = doc_path.replace(".doc", ".txt") |
| with open(txt_file_path, "r") as f: |
| text = f.read() |
| text = text.lstrip("\ufeff") |
| os.remove(txt_file_path) |
| return text |
| except subprocess.CalledProcessError as e: |
| print(f"Error converting {doc_path} to text: {e}") |
| return "" |
|
|
|
|
| def extract_text_from_doc_or_docx(file): |
| if file.name.endswith(".docx"): |
| return extract_text_from_docx(file) |
| elif file.name.endswith(".doc"): |
| return convert_doc_to_text(file.name) |
| else: |
| return "Unsupported file type. Please upload a .doc or .docx file." |
|
|
|
|
| pdf_to_img = gr.Interface( |
| convert_pdf_to_image, gr.File(), gr.Gallery(), api_name="pdf_to_img" |
| ) |
| pdf_to_text = gr.Interface( |
| extract_text_from_pdf, |
| gr.File(), |
| gr.Textbox(placeholder="Extracted text will appear here"), |
| api_name="pdf_to_text", |
| ) |
|
|
| doc_or_docx_to_text = gr.Interface( |
| extract_text_from_doc_or_docx, |
| gr.File(), |
| gr.Textbox(placeholder="Extracted text from DOC or DOCX will appear here"), |
| api_name="doc_or_docx_to_text", |
| ) |
|
|
| pptx_or_ppt_to_text = gr.Interface( |
| extract_text_from_ppt_or_pptx, |
| gr.File(), |
| gr.Textbox(placeholder="Extracted text from PPTX will appear here"), |
| api_name="pptx_or_ppt_to_text", |
| ) |
|
|
| demo = gr.TabbedInterface( |
| [pdf_to_img, pdf_to_text, doc_or_docx_to_text, pptx_or_ppt_to_text], |
| ["PDF to Image", "Extract PDF Text", "Extract DOC/DOCX Text", "Extract PPTX/PPT Text"], |
| ) |
|
|
| demo.launch(server_name="0.0.0.0.", server_port=7860, debug=True) |
|
|