ContextGem is an open-source framework designed to simplify the extraction of structured data and insights from documents using large language models (LLMs). It provides a flexible, intuitive API that minimizes boilerplate code, enabling developers to build complex extraction workflows efficiently. ContextGem supports various document formats and integrates with multiple LLM providers, making it a versatile tool for tasks like contract analysis, anomaly detection, and information retrieval.​

Features

  • Automated dynamic prompt generation for efficient LLM interactions
  • Built-in data modeling and validation using Pydantic
  • Precise reference mapping at paragraph and sentence levels
  • Justification generation to explain extracted information
  • Support for multiple LLM providers, including OpenAI and Anthropic
  • Built-in converters for DOCX files, preserving structure and metadata​

Project Samples

ContextGem Screenshot 1

Project Activity

See All Activity >

Categories

Artificial Intelligence

License

Apache License V2.0

Follow ContextGem

ContextGem Web Site

Other Useful Business Software
Gemini 3 and 200+ AI Models on One Platform Icon
Gemini 3 and 200+ AI Models on One Platform

Access Google's best plus Claude, Llama, and Gemma. Fine-tune and deploy from one console.

Build, govern, and optimize agents and models with Gemini Enterprise Agent Platform.
Start Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of ContextGem!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Artificial Intelligence Software

Registered

2025-04-25
Report inappropriate content