Download
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
Categories
Artificial IntelligenceLicense
Apache License V2.0Follow ContextGem
Other Useful Business Software
Ship Agents Faster
Gemini Enterprise Agent Platform lets you rapidly build, scale, govern and optimize production-ready agents grounded in your organization's data. The platform enables developers to build custom or pre-built agents for virtually any use case. New customers get $300 in free credits.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of ContextGem!