When I start a new experiment with A.s.a. I am never sure if I should "write code from scratch"* or spend time hunting for legacy code** that I seem to remember is "almost" what I need. Part of the issue is with some kind of adequate indexing (which I don't currently have). The index really needs to be a vector quantity or at least a bag of words.
* Hardly ever completely from scratch but rather from some more fundamental example in legacy code.
** Perhaps a long time as I have thousands of AI programs in my code library.
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