LLM Prep

Stop feeding your AI Garbage
PDFs.
Documents.
Markdown.
JSON.
Diagrams.
Tables.
Data.

Convert PDFs and Docs into clean, structured Markdown and JSON. Stop hallucinations and improve retrieval accuracy.

LLM Prep Platform
Features

Your Vector Database Deserves Better.

You've built the perfect chatbot, but it keeps hallucinating. Most file converters strip away the context. They mash headers, footers, and captions into one messy block of text. When your data has no structure, your AI has no context.

Image Descriptions


Images are converted to text descriptions so context doesn't get lost.

Feature diagram

Tables


Tables built as images are converted into a text table that your LLM can understand.

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Repetative Content Removal


Page numbers, disclaimers, document labels and other repetitive content are removed to save space and improve readability.

Feature diagram

Maintain Structural Integrity


Each header, subheader, and paragraph is identified to make it easier for LLMs to understand the context.

Feature diagram

Diagram Translation


Important diagrams are translated to text that your LLM can read and understand.

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Document Types

What Works Best

Not all documents are created equal. Some convert beautifully to AI-ready formats, while others need specialized handling.

Recommended for conversion
Not recommended

Recommended

eBooks & Guides
eBooks & Guides

Long-form content with clear chapter structure converts and chunks beautifully.

Recommended

Training Materials
Training Materials

Employee handbooks, onboarding docs, and training manuals are ideal candidates.

Recommended

Marketing Content
Marketing Content

Brochures, whitepapers, and case studies with rich visuals and clear messaging.

Recommended

Whitepapers
Whitepapers

Long document with tons of structured content.

Not Recommended

Financial Documents
Financial Documents

Complex tables, graphs, and charts require specialized tools.

Not Recommended

Medical Records
Medical Records

Healthcare documents with sensitive data need HIPAA-compliant processing.

Not Recommended

Scientific Research
Scientific Research

Scientific documents with complex formulas and equations.

Not Recommended

Complex Images
Complex Images

Documents with complex images and graphics in stacked layouts.

Process

Upload and view your results.
It's Simple!

Seamless Document Upload

Add your PDFs or documents to LLM Prep in seconds.

  • Transparent Credits: View the exact credit cost for your file, determined by its total page count.
  • Maximum Control: If you prefer to verify quality first, review your conversion and apply chunking whenever you're ready.
  • Continuous Processing: Continue working while your documents are being processed.
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Explore AI-Ready Results

Review your processed data in Markdown or JSON. We've optimized your content for maximum LLM performance by:

  • Stripping Noise: We remove repetitive headers and footers to keep your context clean.
  • Visual Intelligence: Important images are automatically described for better retrieval.
  • Table Optimization: Complex tables are converted into highly readable formats that your AI can actually understand.
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Download with Confidence

Download all the files or just the ones you need.

  • Pick Your Format: Grab individual files or the entire package to fit your local environment.
  • Privacy by Default: We prioritize your security by automatically purging all data 24 hours after processing.
  • Instant Cleanup: You have the power to permanently delete your files at any time.
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AI Readiness Scorecard

Stop guessing if your data is ready for AI. The scorecard highlights exactly where your documents need work so you can fix them before they affect your model's accuracy

  • Evaluate: Get a clear grade on document quality before database ingestion.
  • Optimize: Refine your data early to prevent retrieval errors later.
  • Automate: Let our AI-powered chunking resolve formatting and structural issues for you.
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Smart Chunking

Automatically split your documents using recursive character text splitting - optimized for vector databases and semantic search.

  • Consistent H1 Headers
  • Logical H2/H3 segmentation
  • Strict removal of page numbers and footers
  • Preservation of all facts and data with no summarizing
  • Smart chunking keeps tables and image descriptions in one chunk
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Our privacy promise

Your Data is Yours. Always!

We are a Privacy-First conversion engine, we never harvest your data.

No Training

No Training

We never use your uploads or results to train our model.

No Long-Term Storage

No Storage

Every uploaded file is immediately deleted and the conversion result is hard-deleted from our servers after 24 hours.

Encrypted

Encrypted

Your files are encrypted in transit and at rest. We can't see your documents—only you can.

GDPR Compliant

GDPR

Full compliance with GDPR, CCPA, and HIPAA standards. Your privacy rights are protected by design.

Buy what you need

Ready to get your files converted?

Pay once, keep forever. Credits never expire. No monthly fees.

How do credits work?

Generous limits, transparent costs. One credit goes a long way.

  • Universal Conversion: Spend just 1 credit to transform a document up to 100 pages into Markdown, HTML, and JSON simultaneously.
  • Smart Chunking: Spend 1 credit to deep-clean, header-optimize, and chunk that same 100-page file.
  • Page Limit: Maximum 100 pages per document. This covers most PDFs while keeping pricing simple.
Why credits?
Break free from subscription fatigue. We believe you should only pay for the value you use. Purchase credits as you grow your database and use them at your own pace—they never expire.
What is a conversion?
Turn messy documents into machine-ready data. Our conversion engine runs a deep clean on your files: standardizing text blocks, converting images into descriptions, formatting tables, and stripping out repetitive headers and footers. Once cleaned, your file is primed for chunking. Use our Recursive Character Text Splitting method or export the clean data to use your own.
What is Chunking and why is it 1 credit?

Precision takes a second pass. Chunking is a specialized optimization step distinct from basic conversion. After the initial clean, we run a deep polish - injecting context headers and scrubbing any remaining noise like page numbers.

Finally, we segment your data into smart, digestible blocks (under 400 characters). This ensures your LLM retrieves exact answers without getting distracted by "garbage" data. See the data behind our chunking strategy.

Testing? Start with 3 free daily credits.
Just the facts

Questions?

We've got answers to all your questions.

Who should use LLM Prep?

For Builders and Makers.Whether you are coding an app or building a business bot, RagReady is for anyone who needs to turn a pile of PDFs and Docs into ready-to-load files for their knowledge base.

What is a File Conversion?

Our conversion engine runs a deep clean on your files.Standardizing text blocks, converting images into descriptions, formatting tables, and stripping out repetitive headers and footers. Once cleaned, your file is primed for chunking.

What is Chunking and why do I need it?

Chunking is the bridge between raw text and AI accuracy.We scrub noise, inject context, and segment your data into optimized blocks, ensuring your LLM retrieves the right info without the garbage.

What happens to my files after I upload them?

They are processed and then destroyed.We hold your file only long enough to convert it and allow you to download the result. Our system runs a hard-delete script hour and deletes files that are 24 hours old.

Why is Markdown better than PDF for AI?

PDFs confuse AI; Markdown clarifies it.PDFs are built for printing, not parsing, which often breaks tables and merges text. Markdown keeps your data structured. By preserving hierarchy, it ensures your LLM understands the meaning of the content, not just the layout.

How do credits and page limits work?

We like to keep it simple

1 Credit = 1 Action per 100 Pages.

  • Documents up to 100 pages = 1 Credit
  • Documents 101-200 pages = 2 Credits
  • +1 Credit per additional 100 pages

The optional AI Clean & Chunk follows the same scaling.

Why do my files expire?

Your privacy is our priority.Since you may be processing sensitive data, we automatically delete all files after 24 hours so nothing lingers on our servers. Please download your results promptly to avoid spending credits to re-process.

How do we compare to the big platforms?

We unbundle the stack.Big platforms force you to pay for the entire chain, but we focus on the biggest bottleneck: Data preparation. We solve this specific pain point fast—letting you build custom LLMs without the enterprise price tag. Process 100 documents in the time it takes to manually open just one.
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