About
ContextGem is a free, open-source LLM framework that makes it radically easier to extract structured data and insights from documents — with minimal code.
💡Why ContextGem?
Most LLM frameworks require repetitive boilerplate to extract even basic fields. ContextGem eliminates that with powerful abstractions that handle prompt generation, validation, and reference tracking — so you can focus on what matters.
✨ Key Features
Dynamic prompt generation
Automatic data modeling & validation
Granular reference mapping (paragraph/sentence level)
Justification for every extraction
Neural segmentation (SaT)
Supports multiple LLM providers
👉 Explore all features in the README
🎥 See it in action: