Extract PDF Content into LLM-Optimized Markdown Format

Seamlessly Convert PDFs into LLM-Ready Markdown, Capturing Key Elements Like Text, Tables, Formulas, and More.

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Precise Multi-Column Text Extraction

Effortlessly extract clean and accurate text from PDFs, even with complex multi-column layouts. Eliminate redundant headers, footers, and other noise, ensuring the extraction focuses on relevant content optimized for use in LLMs.

Seamless Table Conversion

Automatically convert tables from PDF files into structured Markdown, preserving data accuracy and format. Perfect for reports, spreadsheets, and documents with tabular data.

OCR for Scanned PDFs

Leverage advanced OCR technology to extract text from scanned or image-based PDFs, converting them into machine-readable Markdown format. Ideal for documents that contain handwritten or low-quality scans.

Complex Formula Extraction Simplified

Convert PDFs to MD with precision. From scientific equations to complex technical content, our advanced extraction transforms even the toughest formulas into LaTeX, capturing every detail for flawless integration. Ideal for scientific, mathematical, and technical content.

Extracting Hyperlinks and Annotations

Effortlessly extract embedded hyperlinks and annotations from your PDFs with precision. Our tool captures every link, comment, and note, ensuring all relevant details are preserved while eliminating unnecessary clutter. The result is a clean, structured output that maintains the integrity of your content.

Transform Filled Forms into Markdown

Convert filled PDF forms into Markdown, preserving both the template and the user-entered information. Our tool accurately extracts all form data while keeping the structure intact, perfect for creating clean, structured output from completed forms.

More Useful Features

ignore header and footer

Header and Footer

Many PDFs come with headers, footers, and sidebars that often include noise like document details, company info, and copyright data. Our extraction process smartly ignores these elements to keep your content clean and focused.

Extracting Text from Embedded Graphics

Extract text from complex graphical elements like charts, diagrams, and infographics with precision. Whether it's labels within a pie chart or captions on an image, our advanced techniques identify and pull out the embedded text, ensuring that no critical information is left behind.

extract text from embedded graphics
handle font and encoding variations

Handling Font and Encoding Variations

Ensure accurate extraction from PDFs with diverse fonts, encodings, and character sets. Our system effectively navigates non-standard fonts and encoding complexities, preventing issues like missing characters or misrendered text, so you receive clear, consistent output every time.

Optimized for Large PDF Documents

Effortlessly extract content from large PDFs, including books and research papers. Our system uses efficient algorithms and smart memory management to handle these resource-intensive documents, ensuring accurate and swift extraction without performance issues.

large pdf documents

Simple, Affordable Pricing

Credits are your universal units for accessing all our services. Each service, such as SERP extraction or PDF processing, has a specific credit cost. The beauty of credits is their flexibility and longevity: they never expire, allowing you to use them at your own pace. Purchase credits as needed and apply them to any service without worrying about time constraints.

Standard Crawl
5 Credits
/per request (1k of crawl)
Deep Crawl
2 Credits
/per page
($1 = 5000 credits)
Buy Credits

Frequently Asked Questions

Why should I use ContextForce API instead of scraping the page myself?

There are no costs associated with using ContextForce; it's completely free.

How many queries can I submit per second?

Using ContextForce is easier and more reliable than scraping pages yourself, especially with complex or dynamic content. The Reader API delivers clean, LLM-ready text effortlessly.

Can I use the API to extract content from PDFs and videos?

Yes, ContextForce can extract content from PDF files.

Is real-time data extraction available?

To obtain an API key, simply subscribe with your email, and we'll notify you when the API key is released.

Can the API handle multiple queries at once?

ContextForce's Reader API is highly scalable, with auto-scaling based on real-time traffic. It can handle up to approximately 4000 concurrent requests. It's actively maintained by Jina AI and can be confidently used in production.

Can the API provide content summaries?

The ContextForce extractor operates through the Reader API, employing a proxy to retrieve any URL. It renders the content in a browser, ensuring high-quality extraction of the main content.