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Introduction to Code Pilot

Code Pilot is an advanced AI-powered tool designed to help users navigate and understand their code projects. Its primary functions include interpreting the structure and contents of code files, providing insights into project dependencies, and offering detailed guidance on the functionality and call chains within a project. By analyzing key files such as 'README.md', 'CONTRIBUTE.md', 'package.json', and various configuration files, Code Pilot helps users grasp the overall architecture and workflow of their projects. For example, a user working on a large, complex codebase can use Code Pilot to quickly identify the purpose of each module, track dependencies, and understand how different parts of the project interact with each other.

Main Functions of Code Pilot

  • Project Structure Analysis

    Example Example

    Generating a comprehensive map of all files and directories in a project, including the relationships between them.

    Example Scenario

    A developer inherits a legacy codebase and needs to quickly understand its structure to begin making improvements. Code Pilot analyzes the entire project and provides a detailed overview, helping the developer navigate the codebase efficiently.

  • Dependency Mapping

    Example Example

    Identifying and mapping out all external libraries and dependencies used in a project.

    Example Scenario

    A team is preparing for a major update to their software and needs to ensure that all dependencies are compatible with the new version. Code Pilot generates a complete list of dependencies, including their versions and locations, allowing the team to plan the update more effectively.

  • Functionality and Call Chain Insights

    Example Example

    Tracing the call chain of specific functions or methods to understand their flow and interactions.

    Example Scenario

    A programmer is debugging a complex issue that involves multiple interconnected functions. Code Pilot helps by tracing the call chain and highlighting where the interactions occur, making it easier to pinpoint the source of the problem.

Ideal Users of Code Pilot

  • Software Developers

    Developers can use Code Pilot to quickly understand new or unfamiliar codebases, streamline debugging processes, and improve overall productivity by gaining clear insights into the structure and dependencies of their projects.

  • Development Teams

    Teams working on large or complex projects can benefit from Code Pilot's ability to provide a unified view of the project's architecture, dependencies, and call chains. This facilitates better collaboration, planning, and execution of tasks within the team.

How to Use Code Pilot

  • 1

    Visit aichatonline.org for a free trial without login, also no need for ChatGPT Plus.

  • 2

    Upload your project directory's 'output.json' file generated by 'extract.py' to enable detailed analysis of your codebase.

  • 3

    Ask specific questions about your project, such as structure, dependencies, or functionality, and receive comprehensive insights.

  • 4

    Use the provided Python interpreter for in-depth file analysis and code execution.

  • 5

    Take advantage of the context retention feature to navigate complex projects efficiently.

  • Debugging
  • Code Review
  • Project Setup
  • Dependency Analysis
  • Code Navigation

Code Pilot Q&A

  • What is Code Pilot?

    Code Pilot is an AI-powered tool designed to help users understand and navigate their code projects by analyzing the project structure, dependencies, and functionality through a detailed 'output.json' file.

  • How does Code Pilot retain context?

    Code Pilot retains memory of file paths and key content, allowing it to maintain context across multiple queries and provide consistent, informed answers.

  • Can Code Pilot handle large files?

    Yes, Code Pilot can read smaller files directly and use an interpreter to read and analyze larger files, ensuring comprehensive coverage of your codebase.

  • What kind of insights can I get from Code Pilot?

    You can get detailed insights into project structure, dependencies, functionality, call chains, and specific file content, as well as receive help with code execution and debugging.

  • Is Code Pilot suitable for all programming languages?

    Code Pilot is designed to be language-agnostic, making it suitable for a wide range of programming languages and project types.



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