AI-Assisted Modeling Scripts

Started by Thomas Rohde, August 18, 2024, 13:17:56 PM

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Thomas Rohde

We (Claude AI Assistant and I) have added four new scripts to enhance ArchiMate modeling capabilities in Archi:

  • Generate Capability Model: Creates a hierarchical capability model based on a user-provided description. It uses an iterative approach to refine and expand the model over multiple passes.
  • Generate Model from Schema: Produces an ArchiMate model adhering to a selected meta-model schema. Users can choose from predefined schemas or use custom ones.
  • Generate Meta Model: Analyzes an uploaded image of an ArchiMate model and generates a corresponding meta-model schema. This schema can then be used with the Generate Model from Schema script.
  • Generate Strategy Model: Focuses on creating strategy and motivation elements, helping users quickly develop strategic models aligned with organizational goals.

All scripts utilize AI (OpenAI) to interpret user inputs and generate structured ArchiMate models. The scripts heavily rely on the new capability in OpenAI API to produce output that are guaranteed to adhere to a given schema.

These scripts are now available in my JArchi Scripts collection.

Thomas Rohde

I should say that Generate Meta Model does not reliably generate valid schemas, in the sense that you will be able to generate invalid ArchiMate relationships from the schema. I will tinker with the prompt to see if it can be approved.

Phil Beauvoir

Thanks again for sharing these scripts, fantastic stuff!

Phil
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thumesh

Quote from: Thomas Rohde on August 18, 2024, 14:37:22 PMI should say that Generate Meta Model does not reliably generate valid schemas, in the sense that you will be able to generate invalid ArchiMate relationships from the schema. I will tinker with the prompt to see if it can be approved.

It is very interesting to see how Archi can make use of AI power, Wonder how was your findings on Prompts, do share your story or example of prompt that impressed you.

Wondering whats your thoughts on multimodel wrapper or proxy to plugnPlay with any exciting models in the future (DeepSeek like).

I also wonder, if I can get insight on entire model in terms of coverage and insights we could develop on what we have modeled so far.

Thanks in advance.