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An AI-assisted web-based learning platform for Python programming, featuring interactive tasks, real-time feedback, and AI-generated code assistance for novice learners

Home Page: https://dl.acm.org/doi/abs/10.1145/3544548.3580919

HTML 0.06% CSS 3.39% TypeScript 96.55%
introductory-programming large-language-models

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coding-steps's Issues

design tasks for mongo

  • type: write code, modify small piece of code, multiple choice, answer question, debug code
  • id

hierarchical mongo class (using polymorphism)

design a way for initializing code generation (using codex)

  • press ctrl+space -> open input + enter description -> place generated code at cursor -> highlight code + ask to accept/reject
  • in a completely different box -> allow the user to enter description -> generate code below -> press insert to

wrap text

change # Prompt: to # Instructions:

design user properties for mongo

  • finished task ids : array of task ids
  • finished task performances: array of task_id + user_id performance metrics (data collected for a particular task)

performance metrics could be different based on task type

code generation using Codex should be context-aware

see these:

implementation:

  • add api-key to .env
  • set stream = true add stream using fetch-event-source -> don't use the codex-router
  • add <|endoftext|> at the beginning of the prompt
  • start each command with # Command:
  • add a few shot examples -> could even come from the user study (just grab from the logs in the db)

implement instrumentation

  • changes to the code:
    • before
    • after
    • a sequence of edits
      • insert character
      • replace character
      • delete char
  • executed code
  • usage of documentation
  • time between each task
  • natural language prompts

design documentation

most important design goal is to collect interactions and times between each. therefore:

  • click on a button to show a big documentation covering most of the screen
  • inside the documentation, there could be a search box and lots of boxes to click on.
  • clicking on each box would show a big box below it (clicking on another box would close all other open ones)
  • each box could have a few internal boxes similar to the python-docs

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