Intelligent document processing using State of the Art AI models.

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What is Docuglean?

Docuglean is a unified SDK for intelligent document processing using State of the Art AI models. Docuglean provides multilingual and multimodal capabilities with plug-and-play APIs for document OCR, structured data extraction, annotation, classification, summarization, and translation. It also comes with inbuilt tools and supports different types of documents out of the box.

Features

• 🚀 Easy to Use: Simple, intuitive API with detailed documentation. Just pass in a file and get markdown in response.
• 🔍 OCR Capabilities: Extract text from images and scanned documents
• 📊 Structured Data Extraction: Use Zod schemas for type-safe data extraction
• 📄 Multimodal Support: Process PDFs and images with ease
• 🤖 Multiple AI Providers: Support for OpenAI, Mistral, and Google Gemini, with more coming soon
• 🔒 Type Safety: Full TypeScript support with comprehensive types

Available SDKs

📦 Node.js/TypeScript SDK

Package: docuglean-ocr

npm install docuglean-ocr

Repository: node-ocr/

Quick Start:

import { ocr, extract } from 'docuglean-ocr';

const result = await ocr({
  filePath: './document.pdf',
  provider: 'mistral',
  model: 'mistral-ocr-latest',
  apiKey: 'your-api-key'
});

🐍 Python SDK

Package: docuglean-ocr

pip install docuglean-ocr

Repository: python-ocr/

Quick Start:

from docuglean import ocr, extract

result = await ocr(
    file_path="./document.pdf",
    provider="mistral",
    model="mistral-ocr-latest",
    api_key="your-api-key"
)

Coming Soon

• 📝 summarize(): TLDRs of long documents
• 🌐 translate(): Support for multilingual documents
• 🏷️ classify(): Document type classifier (receipt, ID, invoice, etc.)
• 🔍 search(query): LLM-powered search across documents
• 🤖 More Models. More Providers: Integration with Meta's Llama, Together AI, OpenRouter and lots more.
• 🌍 Multilingual: Support for multiple languages
• 🎯 Smart Classification: Automatic document type detection

Provider Options

Currently supported providers and models:

• OpenAI: gpt-4o-mini, gpt-4o, gpt-4-turbo, gpt-3.5-turbo, o1-mini, o1-preview
• Mistral: mistral-ocr-latest, mistral-small-latest, ministral-8b-latest
• Google Gemini: gemini-2.5-flash, gemini-2.5-pro, gemini-1.5-flash, gemini-1.5-pro
• Hugging Face: Qwen/Qwen2.5-VL-3B-Instruct and other vision-language models (Python only)

Development

Node.js SDK

cd node-ocr
npm install
npm run build
npm test

Python SDK

cd python-ocr
uv sync
uv run pytest

Contributing

We welcome contributions! Please see our Contributing Guide for details.

License

Apache 2.0 - see the LICENSE file for details.

Stay Up to Date

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