contextgem

We have hosted the application contextgem in order to run this application in our online workstations with Wine or directly.

Quick description about contextgem:

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?

Programming Language: Python.
Categories: