A short introduction to automatic document processing with Large Language Models

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You can find more exciting topics from the adesso world in our previously published blog posts .In today's information society, companies and organizations are constantly faced with the challenge of efficiently managing and processing large amounts of documents and data. Large Language Models (LLMs) offer an innovative solution to tackle this task. The uses of LLMs such as Luminous from Aleph Alpha range from automatically extracting information from documents to summarizing text and recognizing patterns in unstructured data. By leveraging artificial intelligence (AI) and machine learning, LLMs are able to achieve human-like text understanding and processing. This ability makes it possible not only to save time and resources, but also to reduce human errors and increase the accuracy of results. Using LLMs for document processing thus offers significant advantages in terms of efficiency, accuracy and scalability and represents a pioneering technology that helps organizations successfully manage the ever-increasing flow of information.

problem
In the modern working environment, documents often appear in a variety of formats, such as images, scans and PDFs. Processing these documents presents a significant challenge as each format has its own complexities.