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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
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