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An Empirical Evaluation of Large Language Models applying Software Architectural Patterns

Datasets from experimenting with various LLMs for creating architectures (client-server, 3-tier, MVC, microservices) from textual descriptions of requirements (FR & NFR, SRS) with parameters relating to RAG materials and RAG embedding models.

Experiments

  • Dummy Coordinate Converter (DCC): A very simple app to convert coordinates from polar to cartesian and vice versa. Architectures investigated: client-server, 3-tier and MVC.
  • MyCharts: A SaaS app allowing you to create charts from textual descriptions and data. Architectures investigated: client-server, 3-tier, MVC and microservices.

Links to Experiment data