In my experience, PyMuPDF is the best open-source Python library for this, better than PDFplumber, PyPDF2, and others. For paid options, Azure Document Intelligence is excellent; it can even handle unstructured tables. Answer from ImGallo on reddit.com
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Medium
onlyoneaman.medium.com › i-tested-7-python-pdf-extractors-so-you-dont-have-to-2025-edition-c88013922257
I Tested 7 Python PDF Extractors So You Don’t Have To (2025 Edition) | by Aman Kumar | Medium
July 21, 2025 - pdfplumber (0.10s): Good for tables, text extraction needs configuration · Important caveat: These results reflect basic usage with minimal configuration. Each library has advanced features that could significantly change performance for specific use cases. You can find the link to all results in the references. Context matters more than raw performance. The “best” extractor depends entirely on what you’re building and how you’ll use the extracted text.
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Nutrient
nutrient.io › blog › sdk › top 10 ways to generate pdfs in python
Top 10 Python PDF generator libraries: Complete guide for developers (2025)
December 17, 2025 - borb(opens in a new tab) is a modern, pure-Python library for both creating and manipulating PDFs. It has high-level layout primitives (Paragraph, Table, Chart) and low-level drawing commands. Rich layout engine — Paragraphs, images, tables, barcodes, SVG, pie and bar charts. Interactive elements — Forms, annotations, document outlines. Post-processing — Merge, split, redact, encrypt existing PDFs. Best for: Complex pages (tables, charts, barcodes) and PDF manipulation (merge, split, encrypt) with no external binaries.
Discussions

Python PDF library - Stack Overflow
Maybe it could be rephrased to ask what libraries are suitable for generating appropriate PDFs for the askers use case. "The best" is too subjective. ... With respect to your second "question" (pagebreaks) you might want to use pdflatex. ... There is a nice tutorial, binpress.com/tutorial/manipulating-pdfs-with-python... More on stackoverflow.com
🌐 stackoverflow.com
borb, the open source, pure python PDF library
You got my upvote. I searched for pdf libraries some time ago, this did not come up. My use case was creating PDF receipts from a Django based backend. I'll look into this more, thanks... :) More on reddit.com
🌐 r/learnpython
59
180
August 10, 2021
What would be the best pdf handling libraries in python?
It kinda depends on what you want the end goal to be. if you just want to put text to the page with minimal formatting, fpdf seems to be your best bet if you are wanting it to be formatted really specifically with images and such, i would personally use a library like beautifulsoup to make an html page and then export that to pdf. good luck! More on reddit.com
🌐 r/learnpython
7
3
October 5, 2022
What’s the Best Python Library for Extracting Text from PDFs?
In my experience, PyMuPDF is the best open-source Python library for this, better than PDFplumber, PyPDF2, and others. For paid options, Azure Document Intelligence is excellent; it can even handle unstructured tables. More on reddit.com
🌐 r/LangChain
85
81
July 19, 2024
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Reddit
reddit.com › r/langchain › what’s the best python library for extracting text from pdfs?
r/LangChain on Reddit: What’s the Best Python Library for Extracting Text from PDFs?
July 19, 2024 -

Hello everyone, I hope you're all doing well! I’m currently on the lookout for a library that can extract text in paragraph chunks from PDFs. For instance, I need it to pull out the Introduction with all its paragraphs separately, the Conclusion with all its paragraphs separately, and so on, essentially chunking the text by paragraphs. Do you have any suggestions? Thanks!

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DEV Community
dev.to › mhamzap10 › 5-best-python-pdf-libraries-every-net-developer-should-know-25b9
5 Best Python PDF Libraries Every .NET Developer Should Know - DEV Community
July 13, 2025 - If you're just getting started or want to streamline your project using multiple libraries, this guide is for you. Let’s get into it. IronPDF is, hands down, the most comprehensive and capable Python PDF library I’ve worked with. It’s based on the well-known IronPDF engine from .NET and now runs cleanly across every operating system that supports Python.
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Educative
educative.io › home › courses › pdf management in python › walkthrough top python libraries for pdf processing
Walkthrough Top Python Libraries for PDF Processing
This ubiquitous package sees 50,000+ downloads per month, and was chosen to harness the print and export features for Wikipedia. To respond to real-world reporting needs, mainly those of large institutions, the ReportLab Toolkit has evolved ...
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GitHub
github.com › py-pdf › pypdf
GitHub - py-pdf/pypdf: A pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files · GitHub
pypdf is a free and open-source pure-python PDF library capable of splitting, merging, cropping, and transforming the pages of PDF files. It can also add custom data, viewing options, and passwords to PDF files.
Starred by 9.9K users
Forked by 1.6K users
Languages   Python
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IronPDF
ironpdf.com › ironpdf for python › ironpdf for python blog › python pdf tools › python pdf library
Python PDF Library Comparison (Free & Paid Tools) | IronPDF
February 1, 2026 - IronPDF is a versatile Python library that offers a broad spectrum of PDF operations, facilitating efficient PDF data processing, and seamlessly integrating into GUI-based Python applications.
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Quora
quora.com › What-is-the-best-Python-library-to-create-PDF-documents
What is the best Python library to create PDF documents? - Quora
Below is a concise guide to the top libraries, strengths, typical use cases, and quick selection rules. ... ReportLab (open-source + commercial). Mature, fastest for programmatic creation, direct drawing primitives, Platypus for flowable-based layouts, good PDF/A support. Use when you need full control over pages, fonts, dr ... There is no single "best" Python PDF library—best choice depends on what you need: programmatic generation, templating, forms, editing existing PDFs, high-quality typesetting, or DOM-like composition.
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IronPDF
ironpdf.com › ironpdf for python › blog › python pdf tools › best pdf library for python
Best PDF Library for Python Comparison (Free & Paid Tools)
June 23, 2025 - So, if you're looking for a Python PDF library that balances advanced features and ease of use, IronPDF is your best option.
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Templated
templated.io › blog › generate-pdfs-in-python-with-libraries
How to Generate PDFs in Python: 8 Tools Compared (Updated for 2025)
September 16, 2024 - Explore eight powerful Python libraries for PDF generation: FPDF2, ReportLab, Playwright, Pyppeteer, Python-Wkhtmltopdf, PDFKit, WeasyPrint, and Borb. Compare their performance, features, and use cases to choose the best tool for your PDF creation ...
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Medium
martinthoma.medium.com › the-python-pdf-ecosystem-in-2023-819141977442
The Python PDF Ecosystem in 2023. Which libraries should you use for… | by Martin Thoma | Medium
July 17, 2023 - There are some libraries where the users should obviously migrate: Use pypdf: There is no good reason to use PyPDF2, PyPDF3, PyPDF4 anymore · Use pdfminer-six: Why do people still use pdfminer?
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APITemplate.io
apitemplate.io › home › generate pdfs in python with 7 popular libraries in 2025
Generate PDFs in Python with 7 Popular Libraries in 2025 - APITemplate.io
December 17, 2024 - In this article, We will talk about how to generate PDF using Python, and we will introduce multiple libraries like FPDF, ReportLab, Pyppeteer, Playwright, XHTML2PDF and Pdfkit and the difference between them.
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DZone
dzone.com › coding › languages › python and open-source libraries for efficient pdf management
Python, Open-Source Libraries for Efficient PDF Management
March 31, 2025 - In this guide, we'll explore the most popular Python libraries for handling PDFs, compare their features, and help you decide which library is best suited for your project.
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pdf noodle
pdfnoodle.com › home › blog › the best python libraries for pdf generation in 2025
The Best Python Libraries for PDF Generation in 2025 - pdf noodle
January 5, 2025 - This article covers top pdf libraries in python to help developers improve pdf generation workflows. It introduces how html to pdf transforms static or dynamic content into portable documents. It also outlines best libraries, from browser-driven conversions to third-party APIs, helping you ...
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DocRaptor
docraptor.com › python-html-to-pdf
Compare Top Python HTML to PDF Libraries - Open-Source and Commercial
It takes just minutes to start creating documents with our HTML to PDF Python agent, and you have the option to sign up for a free plan or just use our public API key. Our API-based approach eliminates maintenance time and scalability concerns (which are more severe for PDF conversion jobs than most web server tasks). Our partnership with the Prince commercial PDF library means we have the best support for PDF-specific functionality, such as advanced headers and footers, footnotes, fine-tuned page-break controls, forms, accessible PDFs, printer’s marks, varying page sizes, and much more.
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GitHub
github.com › pikepdf › pikepdf
GitHub - pikepdf/pikepdf: A Python library for reading and writing PDF, powered by QPDF · GitHub
February 23, 2026 - Python has several PDF libraries, each with different strengths. pypdf is pure Python and well-suited for straightforward PDF tasks without compiled dependencies. pypdfium for permissively licensed PDF rendering.
Starred by 2.7K users
Forked by 221 users
Languages   Python 77.3% | C++ 22.1%
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IronPDF
ironpdf.com › ironpdf for python › ironpdf for python blog › product comparisons › python pdf library
Python PDF Library Comparison (Free & Paid Tools)
July 29, 2025 - ReportLab has established itself as the de facto standard for PDF generation in Python over the past two decades. It's the engine behind Wikipedia's PDF export functionality and is used by numerous Fortune 500 companies. The library offers two distinct versions: a commercial edition (ReportLab PLUS) and an open-source toolkit. At its core, ReportLab provides a robust page layout engine and a powerful graphics canvas API. The library excels at programmatically generating complex documents, especially those requiring precise control over layout and design.
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Pythonology
pythonology.eu › what-is-the-best-python-pdf-library
What is the best Python PDF library? – pythonology
PyPDF: This is a pure Python PDF library that can be used to read and write PDF files. It can be used to extract text, merge and split PDFs, and encrypt and decrypt PDFs. It is a very popular library and has been around for a long time. pdfplumber: This is a library that allows for extracting tables and text from PDFs, it can also extract images and shapes. PyMuPDF: I have saved the best free python pdf library for last!
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Unstract
unstract.com › home › product › python libraries to extract table from pdf
Best Python Libraries to Extract Tables From PDF in 2026
December 16, 2025 - By the time you finish this article, you’ll understand the good and bad points of each library and be able to pick the best tool for your particular needs in getting tables out of PDFs. When it comes to getting tables out of PDF files, Python has several strong libraries that can make the ...