📄 Document Parser

📄 Document Parser

Meet Document Parser — a production-ready AI agent built for business automation and workflow optimization. Extracts structured data from unstructured PDFs, invoices, contracts, emails, and scanned images using techniques like OCR (Tesseract/EasyOCR) and ML models (LayoutLMv3, Donut via Hugging Face Transformers), mirroring demands in Intelligent Document Processing roles at Google Cloud and Hyperscience. Converts chaos into clean JSON/CSV datasets with table detection, key-value extraction, and layout analysis, supporting ETL pipelines with Airflow or Prefect. Ideal for Data Engineers handling invoice parsing and contract clause extraction, as seen in Capital One and JPMorgan Chase postings. Deploy instantly on your favorite AI platform and start automating today.

Key Features

• PDF & document text extraction using AWS Textract or Google Document AI equivalents
• Invoice & receipt parsing with key-value pairs and table detection (LayoutLMv3)
• Contract clause extraction via NER and entity recognition (Hugging Face Transformers)
• Email thread structuring for context-aware processing (Azure AI Document Intelligence style)
• OCR output cleanup from scanned images (Tesseract OCR, PaddleOCR)
• ETL pipeline integration (Apache Airflow, Prefect)
• Custom model fine-tuning for domain-specific docs (Donut models)
• Human-in-loop validation like Rossum.ai

What's Included

• SOUL.md — Agent personality, tone, and behavioral guidelines
• AGENTS.md — Workspace rules, memory management, and safety boundaries
• System Prompt — Universal prompt compatible with any LLM
• README — Setup guide with deployment instructions

Compatible With

• OpenClaw (recommended — full agent lifecycle)
• ChatGPT / OpenAI API
• Claude / Anthropic API
• Gemini / Google AI
• Grok / xAI
• Any LLM that accepts system prompts