idp-workflow
CommunityEnd-to-end document processing with AI and human-in-the-loop validation.
Product & Management#document processing#data extraction#human-in-the-loop#ai reasoning#document intelligence
Authorlordlinus
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the end-to-end processing of documents, from upload to structured output, with AI-driven extraction and human oversight.
Core Features & Use Cases
- Multi-Step Pipeline: Extract, classify, extract data, compare, review, and reason about document content.
- AI-Driven Extraction: Use Azure Document Intelligence and DSPy LLMs for high accuracy.
- Human Review: Human-in-the-loop validation with side-by-side comparison for dispute resolution.
- Use Case: Process a loan application by extracting information, classifying the document, comparing against rules, and using AI to validate the information, all with human oversight.
Quick Start
Start a new workflow with the 'idp-workflow' skill and upload your document 'loan-application.pdf'.
Dependency Matrix
Required Modules
azure-functionsazure-identityazure-ai-documentintelligencedspypydanticazure-storage-blobrequestspydantic-settingsazure-monitor-opentelemetryopentelemetry-apiopentelemetry-sdkopentelemetry-exporter-otlpopentelemetry-instrumentation-loggingpymupdf
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: idp-workflow Download link: https://github.com/lordlinus/idp-workflow/archive/main.zip#idp-workflow Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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