AI code-coach 🏋️

Trying to learn a new coding concept quickly? 👀📚

Just give AI Code Coach some codebases you want to learn, and AI Code Coach converts any codebase into coding practice quizzes/exercises 🚴‍♀️🏃‍♂️🏋️

tldr: generate practice problems to learn the important concepts of any codebase!

How it works

Takes a code file, and hides some blocks, and you'll have to practice implementing it.

• Input: any code file(s) .../gpt.py

  ...
  # original code block
  def sum_of_squares(a, b):
      return (a**2 + b**2)

• Output: practice format (scroll to the right for HINT and ANSWER)

  ...
  # now you 🫵 need to write this codeblock
  def sum_of_squares(a, b):
      return #PRACTICE-1: calculate the sum of squares of a and b --> HINT: -->                                          HINT: use the "**" operator and "+" operator --> SOLUTION: -->                                                     Chunk 1: return (a**2 + b**2)

How to use it? (Install + Demo)

pip install git+https://github.com/FarisHijazi/code-coach-ai

Try it out with Andrej Karpathy's GPT video

code-coach https://github.com/karpathy/ng-video-lecture

# see the result: code_coach_output/ng-video-lecture/gpt.practice.py

# open in VSCode:
code code_coach_output/ng-video-lecture/

TODO

Click to expand TODO list

• make a webpage that takes a repo URL and gives cards
• make a server that takes the github.com path but with a different domain name and clones the repo
• deploy this on google cloudrun and use modal for serverless LLMs
• add an option for the user to add a simple prompt to tell it what to focus on
• make a pyproject.toml or setup.py and make it easily installable
• support jupyter notebooks
• add joblib persistent caching
• support for multiple files
• add a way to specify the number of questions to generate
• count token cost and report it at the end
• count questions and report them at the end
• jupyter notebooks add collapsible cells with hints and solutions
• BIG FEATURE: output Jupyter notebooks even for .py files, this way they're interactive and can be tested one practice section at a time rather than having it
• BIG FEATURE: generate unit tests for the user to check each section