What is Chunkr?
If you’ve ever struggled to extract meaningful insights from complex documents like PDFs, scanned images, or presentations, Chunkr AI is here to help. This API service transforms unstructured data into structured, LLM/RAG-ready chunks, enabling seamless integration into your workflows. Whether you’re building a knowledge base, automating document processing, or enhancing AI-driven applications, Chunkr AI offers the tools to simplify and scale your efforts.
Key Features
🧩 Layout Analysis: Detect over 11 segment types—titles, tables, pictures, lists, and more—to preserve document structure.
🔍 Multi-lingual OCR: Extract text with word-level precision, supporting multiple languages and auto-detecting text layers.
🤖 Vision Language Models (VLMs): Use advanced models for parsing tables, formulas, and custom segments with tailored prompts.
✂️ Semantic Chunking: Define chunk sizes while maintaining logical integrity for better context retention.
📁 Flexible File Handling: Process PDFs, Word docs, PPTs, and images via direct uploads, URLs, or base64 encoding.
🛡️ Secure & Private: Zero data retention policies, customizable expiration times, and compliance-ready infrastructure (SOC2 + HIPAA in progress).
Use Cases
Knowledge Management Platforms
Imagine building an internal knowledge base for your organization. With Chunkr AI, you can upload manuals, reports, and presentations, extracting key sections as structured chunks. These chunks are ready to feed into retrieval-augmented generation (RAG) systems, enabling employees to query and retrieve precise answers quickly.Legal Document Automation
Legal professionals often deal with dense contracts and case files. Chunkr AI’s layout analysis identifies clauses, tables, and signatures, while its semantic chunking ensures no critical information is lost during extraction. The result? A streamlined workflow that saves hours of manual review.E-commerce Product Catalogs
Retailers managing large product catalogs can leverage Chunkr AI to parse supplier documents. Tables containing pricing, SKUs, and descriptions are converted into structured formats, making it easier to update inventory databases without manual intervention.
Conclusion
Chunkr AI bridges the gap between unstructured documents and actionable data. Its robust feature set, combined with flexible deployment options and enterprise-grade security, makes it a reliable choice for developers and businesses alike. Whether you’re experimenting with open-source solutions or scaling across an enterprise, Chunkr AI empowers you to unlock the full potential of your documents.

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