Extract text from PDF files
Extract PDFs and chat to get insights
Query deep learning documents to get answers
Extract text from PDF and answer questions
Process documents and answer queries
Visual RAG Tool
Extract handwritten text from images
Multimodal retrieval using llamaindex/vdr-2b-multi-v1
Find similar sentences in text using search query
Extract and query terms from documents
Extract text and summarize from documents
Extract text from images using OCR
Analyze PDFs and extract detailed text content
Pymupdf Pdf Data Extraction is a powerful tool designed to extract text from PDF files, including scanned documents. It is part of the Pymupdf library, which provides a robust framework for handling PDF operations. This tool is particularly useful for extracting text from scanned PDFs, where the text is rendered as images, making it difficult to copy or edit.
• Text Extraction: Extract text from PDF files, including scanned documents. • Scanned PDF Support: Handles PDFs where text is embedded as images. • Layout Preservation: Maintains the original layout and formatting of the text. • Multiple Languages: Supports text extraction in multiple languages. • Multi-Page Handling: Easily process and extract text from multi-page PDFs.
pip install pymupdf
to install the library.import fitz
to access Pymupdf functionality.doc = fitz.open("your_file.pdf")
to open the PDF file.page = doc.load_page(0)
and text = page.get_text()
to extract text from the first page.doc.close()
to release resources.For multiple pages, loop through pages using for page_num in range(len(doc)):
and extract text from each page. For saving output, write the extracted text to a file or process it further as needed.
What is Pymupdf best used for?
Pymupdf is ideal for extracting text from PDF files, especially scanned documents where text is not selectable. It is useful for automating data extraction tasks.
How do I handle multi-page PDFs with Pymupdf?
Use a loop to iterate through each page of the PDF. Extract text from each page individually and concatenate or save the results as needed.
Does Pymupdf support multiple languages?
Yes, Pymupdf supports text extraction in multiple languages, making it versatile for global document processing needs.