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Raydocs is an AI-powered platform that automates the extraction of structured data from complex, unstructured documents. Every piece of extracted data comes with detailed reasoning and direct-to-source evidence, ensuring full traceability and auditability.

Quick Start

Get up and running with your first extraction in minutes.

Extraction Schema

Learn how to define extraction templates with the JSON schema.

API Reference

Integrate Raydocs into your systems with our REST API.

Best Practices

Tips for effective extractions and optimal results.

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How It Works

Raydocs operates in two phases:
1

Document Processing

Documents are uploaded and processed through our RAG (Retrieval-Augmented Generation) pipeline. This includes parsing, intelligent chunking, and embedding generation to make your documents searchable.
2

Traceable Extraction

Using your extraction template, Raydocs retrieves relevant document chunks and extracts structured data. Every value includes reasoning and source references for complete transparency.

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Key Features

Every extracted value includes:
  • The extracted value itself
  • AI reasoning explaining how the value was derived
  • Source references pointing to exact locations in the original document
Define exactly what data you need using our JSON schema format:
  • Group related fields for efficient extraction
  • Use field references and dependencies
  • Support for arrays, nested objects, and reusable definitions
Documents are processed using Vision Language Models (VLM) for optimal extraction:
  • Handles all document types including PDFs, presentations, and images
  • Superior understanding of visual layouts and complex formatting
  • Optional contextual embedding for enhanced search quality
Get your data where you need it:
  • Export to Excel with full audit trails
  • REST API for system integration
  • Batch processing for high-volume workflows

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Use Cases

Raydocs excels at extracting structured data from:
  • Financial Reports: Revenue figures, KPIs, investment data
  • Legal Documents: Contract terms, party information, key dates
  • Research Papers: Findings, methodologies, citations
  • Corporate Filings: Company details, officer information, regulatory data

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Getting Started

Ready to start extracting data? Head to the Quick Start Guide to create your first extraction template and process your first document.