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

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Categories

Artificial Intelligence

License

Apache License V2.0

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Artificial Intelligence Software

Registered

2025-04-25
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