Unlocking Financial Insights: Building Custom NER Pipelines with spaCy 3.0 In the age of information overload, extracting meaningful insights from unstructured text data is paramount. Nowhere is this more critical than in the financial sector, where news articles, regulatory filings, and market reports flood in daily. Named Entity Recognition (NER), the task of identifying and