Gem is a free, open-source framework for building large language models (LLMs) that makes it easy to extract structured data and insights from documents using powerful built-in abstractions and automation.
Automated Dynamic Prompting and Data ModelingAutomatically generates prompts and validates data to eliminate boilerplate code, greatly reducing development time.
Accurate Reference LinkingOffers detailed reference alignment at both paragraph and sentence levels, along with built-in justifications for extracting information.
Support for Multiple Large Language ModelsAllows for the creation of intricate extraction workflows that utilize multiple Large Language Models (LLMs) with specific roles and store unified, serialized result data.
Document Format TransformationIntegrated converters for multiple document formats such as DOCX, which maintain document structure and comprehensive metadata to enhance LLM (Large Language Model) analysis performance.
