Best model for data transformation/analysis/visualization

:wave:t3: Hello,

I am currently creating many assistants API.
I need to clean banking transaction data, transform it and then make some visualizations (bar chart, line chart, …).

:thinking: My questions :

  1. Which model to use (GPT 3, 3.5, 4, …) to use for :
  • data cleaning
  • data transformation
  • data visualization
  • data analysis and recommandation
  1. Should I create an assistant API for each task or one assistante will do the job for all 4 tasks ?

  2. Or it will be wiser to use specific tools for some of these tasks to reduce cost ?

:pray:t3: Thanks