Transform PDFs intoRAG-Ready Chunks
Convert, chunk, and enrich your documents with semantic precision. Perfect for building AI applications, vector databases, and knowledge retrieval systems.
See it in action
From raw markdown to production-ready chunks in minutes. Watch how semantic chunking preserves the context that makes your RAG responses actually useful.
7 day free trial · No credit card required
I hate capitalism, show me the open source repo instead.Advanced Chunking Strategies
Don't settle for simple text splitting. Choose from multiple strategies including Fixed Size, Paragraph, Heading-based, and Semantic chunking. Fine-tune parameters like window size and overlap to optimize for your specific LLM context window.
- Semantic similarity grouping
- Structure-aware splitting
- Real-time preview
Deep Metadata Enrichment
Make your chunks retrieval-ready. Automatically generate summaries, extract keywords, and apply custom metadata schemas. Define typed fields (text, number, array, json) to structure your unstructured data effectively.
- AI-generated summaries
- Keyword extraction
- Custom JSON schemas
- Tag management
Interactive Document Overlay
Trust but verify. Our visual overlay system maps chunks directly back to the original PDF, showing you exactly where each piece of text comes from. Identify missing context or poor splits instantly.
- Visual chunk mapping
- Highlight visualization
- Source verification
- Context preservation
One plan, simple pricing
No tiers, no bundles. Just one clear plan that scales with your needs.
- 5,000 credits every month
- All chunking strategies
- Priority processing
- AI-powered metadata enrichment included
- Additional credits billed automatically as needed
- Cancel anytime
5,000 credits = ~500 pages of documents processed
7 day free trial (1,000 credits)$0.00 Today - No credit card required
Pay-as-you-go pricing
How it works
- Additional credits billed at 0.4¢ per credit
- Charges appear as usage-based line items on your monthly invoice
- Credits automatically refill as needed
- Credits never expire
During Trial vs After Subscription
"Our previous chunking methods were feeding incorrect context to the LLM and we couldn't figure out why. Being able to visualize our chunks and adjust boundaries in real-time showed us exactly where context was breaking. Fixed it in hours, not weeks."
AcreBlitz
Agricultural Technology Platform
Built for modern AI workflows
Whether you're building RAG systems, knowledge bases, or document analysis tools, ChunkForge has you covered.
RAG Pipelines
Prepare documents for vector databases and LLM retrieval systems.
- Semantic chunking
- Metadata enrichment
- Configurable overlap
Knowledge Bases
Structure documentation and knowledge resources for AI assistants.
- Heading-based chunks
- Custom tagging
- Export to multiple formats
Document Analysis
Break down research papers, reports, and books for analysis.
- Paragraph chunking
- Token counting
- Markdown preview
Ready to transform your documents?
Join developers and researchers using ChunkForge to power their AI applications.
Frequently Asked Questions
Everything you need to know about ChunkForge