Person/Zachary Zezhou Huang/GitHub/Tutorial-Codebase-Knowledge

• The-Pocket/Tutorial-Codebase-Knowledge: Turns Codebase into Easy Tutorial with AI

  • My Notes

    • 2025-04-21 Mon
      • uses PocketFlowAI and builds a tutorial from any codebase
      • For example, Graph & StateGraph | Codebase2Tutorial is a #Tutorial for langgraph generated by this application

  • Resources

    • Design Doc
      • has very clear #Prompts - don't quite
    • Flow Code
      • very little code! also, some interesting use of Py/Operator/Dunder/Right-shift
      • python

        from pocketflow import Flow
        # Import all node classes from nodes.py
        from nodes import (
            FetchRepo,
            IdentifyAbstractions,
            AnalyzeRelationships,
            OrderChapters,
            WriteChapters,
            CombineTutorial
        )
        
        def create_tutorial_flow():
            """Creates and returns the codebase tutorial generation flow."""
        
            # Instantiate nodes
            fetch_repo = FetchRepo()
            identify_abstractions = IdentifyAbstractions(max_retries=3, wait=10)
            analyze_relationships = AnalyzeRelationships(max_retries=3, wait=10)
            order_chapters = OrderChapters(max_retries=3, wait=10)
            write_chapters = WriteChapters(max_retries=3, wait=10) # This is a BatchNode
            combine_tutorial = CombineTutorial()
        
            # Connect nodes in sequence based on the design
            fetch_repo >> identify_abstractions
            identify_abstractions >> analyze_relationships
            analyze_relationships >> order_chapters
            order_chapters >> write_chapters
            write_chapters >> combine_tutorial
        
            # Create the flow starting with FetchRepo
            tutorial_flow = Flow(start=fetch_repo)
        
            return tutorial_flow

    • Check out the YouTube Development Tutorial for more! #YouTube
    • Check out the Substack Post Tutorial for more! #Substack