Efficient File Processing Architecture for Data Extraction

This chapter delves into efficient strategies for processing various file types, utilizing OCR, NLP, and computer vision models for text extraction, parsing, and document layout detection. The aim is to streamline the process, allowing data scientists to submit files to the API and receive structured JSON data, minimizing data engineering workload.