AI to slip the pdf documents with the renaming

Question

Rename multiple PDF files using AI

Mithilesh Tata · Answer

Renaming multiple PDF files using AI can be achieved through a script or program that utilizes natural language processing (NLP) models to understand the content of each PDF file and generate appropriate names. Below, I'll outline a general approach using Python and some popular libraries like PyPDF2 and spaCy: import os import PyPDF2 import spacy # Load English language model nlp = spacy.load("en_core_web_sm") # Function to extract text from PDF def extract_text_from_pdf(pdf_path): with open(pdf_path, "rb") as f: reader = PyPDF2.PdfFileReader(f) text = "" for page_num in range(reader.numPages): text += reader.getPage(page_num).extractText() return text # Function to generate a name based on PDF content def generate_name_from_text(text): # Use spaCy for NLP processing doc = nlp(text) # Extract relevant information from the document (e.g., keywords) keywords = [token.text for token in doc if not token.is_stop and not token.is_punct] # Construct a name based on the extracted information name = "_".join(keywords)[:50] # Limit to 50 characters return name # Directory containing PDF files pdf_directory = "path/to/pdf/files" # Iterate through PDF files in the directory for filename in os.listdir(pdf_directory): if filename.endswith(".pdf"): pdf_path = os.path.join(pdf_directory, filename) # Extract text from the PDF pdf_text = extract_text_from_pdf(pdf_path) # Generate a name based on the PDF content new_name = generate_name_from_text(pdf_text) # Rename the PDF file os.rename(pdf_path, os.path.join(pdf_directory, new_name + ".pdf")) print(f"Renamed '{filename}' to '{new_name}.pdf'") This script iterates through all the PDF files in a specified directory, extracts text from each PDF using PyPDF2, processes the text using spaCy for NLP, generates a new name based on the content, and finally renames the PDF file accordingly. Before running the script, ensure you have installed the required libraries ( PyPDF2 , spacy , and en_core_web_sm model for English language processing in spaCy). You can install them via pip: pip install PyPDF2 spacy python -m spacy download en_core_web_sm Please note that the effectiveness of this approach depends on the quality and relevance of the content within the PDF files. Additionally, you might need to customize the naming logic based on your specific requirements and the nature of the PDF content.

Jayraj Chhaya · Answer

To rename multiple PDF files using AI, you can leverage Optical Character Recognition (OCR) technology to extract text from the PDFs. Once the text is extracted, you can apply natural language processing (NLP) techniques to analyze and understand the content. Based on the extracted information, you can then generate meaningful and relevant names for the PDF files. Python libraries like Pytesseract for OCR and NLTK for NLP can be instrumental in achieving this task. By automating the renaming process with AI, you can streamline the organization and management of your PDF files effectively.