hi, thanks for the reply!
What if im working with native text rather than tabular data, would spacy be of more help?
and if that were the case, any tips on how I can move forward with creating a pattern dictionary that has regex/rule-based/phrase matching to train custom ner for key value pair? I actually got this idea approach from Invoice Parsing using Spacy
thanks