Difference between 'analyzing' and 'search my knowledge'

[Macha]

“Analyzing”, as you pointed out, is what the “Advanced Data Analysis” tool was, or code interpreter. This tool can run code.

“Searching knowledge” is a retrieval mechanism, and uses plaintext information to generate results.