Semantic DocPrep: Giving Your LLM True Understanding

Vertesia's Semantic DocPrep is a generative AI-powered service designed to enhance the processing of complex documents using Large Language Models (LLMs), addressing common issues such as loss of context and "hallucinations" where LLMs generate incorrect information. By converting documents like PDFs into structured XML files, Semantic DocPrep preserves the semantic context and ensures accurate data extraction, allowing LLMs to maintain their focus on complex structures without rewriting content. This service supports reliable document analysis, enabling tasks such as extracting line items from invoices and mapping them into consistent formats for downstream applications, thereby offering improved accuracy and consistency in document processing.