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My year long Machine Learning and AI research project on training early-stage GPT models to understand inputs, and generate outputs, both based on a proprietary coding language and domain knowledge used by HighGear. Though now deprecated, it laid the groundwork for the foundations of their AI based technology today

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workflowai project for HighGear

my attempt at integrating generative ai into a no-code block programming platform via text-to-visual interactive content simulates highgear environment

dev log:

TODOs before v0.6: semi-stable display algorithm for othogonal graph layout Building Algorithm from Scratch

Branch Ordering (boolean) for decision nodes Automated clustering of subgraphs (subtasks to actions, decision branch grouping) Top down and Left Right should be TB first, then LR

more variety of examples double bend problem snap to integer coords

maybe: try using LLM to determine some layout requirements

v0.5 prototype:

  • New UML/pseudo JS hybrid solution in testing
  • New parser for the hybrid solution
  • adding more support for various formula related features
  • expanded the main window display boundary
  • better subtasking understanding

v0.4 prototype:

  • includes session saving, renaming, iterative modifications on workflows for each session,
  • disabled the original image saving and save/load workflow functions,
  • working on more elegant exporting system

v0.3 prototype:

  • chatgpt-styled multi-session interface
  • added more features in the wf script, including subtasks and pseudo contacts lookup

v0.2:

  • save feature for workflow json files

v0.1:

  • parser integration - esprima base functionality
  • few shot prompting and instructions

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My year long Machine Learning and AI research project on training early-stage GPT models to understand inputs, and generate outputs, both based on a proprietary coding language and domain knowledge used by HighGear. Though now deprecated, it laid the groundwork for the foundations of their AI based technology today

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