Code Pilot-AI code project navigator
AI-powered insights for your codebase
I assist users in understanding and navigating code projects.
Upload your output.json for a project overview.
Need help with your code's structure? Upload here.
Confused about your project's dependencies? Let's analyze.
Let's dive into your project's functionalities, upload your file.
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Introduction to Code Pilot
Code Pilot is a specialized version of ChatGPT designed to assist users in navigating and understanding their code projects. The primary function of Code Pilot is to help users efficiently explore and comprehend the structure, functionality, and dependencies within their codebases. This includes analyzing project files, explaining code logic, and providing insights into the project's architecture. Code Pilot is tailored to support tasks such as reviewing code, understanding dependencies, and offering guidance on best practices in software development. For example, a developer working on a large-scale project can use Code Pilot to quickly locate key functions across various files or understand how different modules interact without manually digging through the code.
Main Functions of Code Pilot
Project Structure Analysis
ExampleWhen a developer uploads their project files, Code Pilot can generate an 'output.json' file that details the content and structure of each file. This allows the developer to quickly see an overview of the entire project, including the hierarchy and relationships between files.
ScenarioA software engineer working on a legacy codebase can use this feature to understand the overall project layout, identifying where key components such as configurations, documentation, and main application logic reside.
Code Content Review
ExampleCode Pilot can parse through individual files, explaining the purpose and function of specific code blocks or entire scripts. For instance, it can describe what a particular function does or how a certain algorithm is implemented.
ScenarioA developer new to a project might use this function to quickly get up to speed on unfamiliar code, understanding the logic without needing to decipher it line by line manually.
Dependency and Call Chain Analysis
ExampleBy analyzing configuration files like 'package.json' or import statements in scripts, Code Pilot can map out the dependencies and call chains in a project, showing how different parts of the codebase interact with each other.
ScenarioA developer aiming to refactor a complex project can use this function to identify all dependencies and ensure that changes in one module won't unintentionally break others.
Ideal Users of Code Pilot
Software Developers
Developers, especially those working on large or unfamiliar codebases, will benefit greatly from Code Pilot. It aids in quickly understanding the structure and functionality of a project, making it easier to maintain and enhance code. Developers can use it to onboard new projects faster, review unfamiliar code efficiently, and ensure consistency across different parts of the codebase.
Technical Leads and Architects
Technical leads and software architects responsible for overseeing multiple projects or guiding development teams can leverage Code Pilot to get a high-level overview of various codebases. This helps them make informed decisions about architecture, refactoring, and resource allocation. They can also use it to ensure that coding standards and best practices are being followed across the board.
How to Use Code Pilot
Step 1
Visit aichatonline.org for a free trial without login, also no need for ChatGPT Plus.
Step 2
Upload your project's 'output.json' file generated by running the 'extract.py' script in the project's root directory. This file contains a detailed mapping of your project’s structure.
Step 3
Once the file is uploaded, ask Code Pilot specific questions about your codebase. This can include inquiries about dependencies, file contents, or how certain parts of the code interact.
Step 4
Review the insights provided by Code Pilot, which will include detailed explanations, navigational guidance, and relevant code snippets.
Step 5
Iteratively refine your queries to dive deeper into specific areas of your codebase, ensuring you get a comprehensive understanding of your project.
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- Debugging
- Code Review
- Project Analysis
- Dependency Mapping
- Code Documentation
Frequently Asked Questions about Code Pilot
What type of files can Code Pilot analyze?
Code Pilot can analyze a wide variety of files typically found in software projects, including source code files, configuration files, README documents, and package manifests like 'package.json'.
How does Code Pilot understand my project's structure?
Code Pilot uses the 'output.json' file generated by the 'extract.py' script to map out the entire project structure. This file contains paths and contents of all files in the project, allowing for a deep analysis of dependencies and call chains.
Can Code Pilot help with debugging?
Yes, Code Pilot can assist with debugging by identifying how different files interact and by tracing the call chains that might be contributing to errors or unexpected behavior in your project.
Is Code Pilot suitable for large projects?
Absolutely. Code Pilot is designed to handle projects of all sizes, from small scripts to large, complex codebases. It provides insights into the entire project, allowing for efficient navigation and understanding of even the most extensive codebases.
What are the main benefits of using Code Pilot?
Code Pilot provides a comprehensive understanding of your project, helping you navigate code, identify dependencies, and understand how different parts of the project interact. It saves time by offering detailed insights and helps avoid common pitfalls in software development.