Revolutionizing Receipt Processing with Local LLMs

This article details an innovative approach to automating receipt data extraction using local **Large Language Models (LLMs)**. The project aims to convert receipt images directly into CSV format for accounting software, showcasing a practical application of **Computer Vision** and **Natural Language Processing (NLP)**. It offers valuable insights into the challenges and solutions in building such a system.

• •The system utilizes local **LLMs** for receipt data extraction, enabling offline processing.
• •The project incorporates **Computer Vision** techniques for OCR and **NLP** to parse the text.
• •It provides valuable lessons learned and best practices for others aiming to develop similar systems.