Workflows with LLM functions (in Raku)

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Open in Wolfram Cloud ↗
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Workflows with LLM functions (in Python)
Workflows with LLM functions (in WL)
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I few points I would like to make :

  • The notebook has LLM workflows in Raku – but, well, Wolfram Research / Mathematica technology is used.
  • This notebook was obtained via the Markdown to Mathematica converter over this original Markdown file.
  • The notebook has workflows with both OpenAI’s ChatGPT and Google’s PaLM.
    • (And combinations of the two.)
  • I am working on “re-implementing” the notebook into one with LLM workflows in WL.
    • The LLM function designs in Raku and WL are very similar (at this point.)
  • I am working on a System Dynamics model based on the flowchart in the section “General structure of LLM-based workflows”.
    • So, I need a document (or five) that proclaim it and demonstrate its applicability.
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As promised earlier here is a “WL version” of this post.

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Here is the Python-centric version of this post/notebook: “Workflows with LLM functions (in Python)” .