RepoMap - Python Repository Intelligence & Codebase Analysis Platform
Map Python repositories into evidence-based onboarding guides, dependency graphs, histories, and PDF reports.
Project overview
What this project is about.
RepoMap is a beginner-friendly tool that helps you understand how a Python project works.
When developers open an unfamiliar project, it can be difficult to know:
- Which file should be opened first
- Where the application starts
- Which files are most important
- How files depend on each other
- What the project configuration files do
- How the main parts of the project are connected
RepoMap solves this problem by creating a visual and written map of the repository.
A user provides a public GitHub or Git repository URL. RepoMap temporarily downloads the repository and examines its Python files without running or executing the project code. It identifies important files, detects relationships between modules, finds possible entry points, and calculates which modules are used most often.
The application then displays the results in an easy-to-understand dashboard. Users can view an architecture summary, a recommended reading order, a list of important modules, and an interactive dependency graph.
RepoMap can optionally use the Groq AI API to create clearer explanations and summaries. The AI receives only limited repository evidence prepared by RepoMap. If AI is unavailable, the application still creates a local guide using its own analysis.
Users can create an account and securely access their own analysis history. Analysis results are stored in a local SQLite database, allowing users to reopen previous reports later. Reports can also be downloaded as PDF files for sharing, documentation, or offline reading.
RepoMap is useful for:
- Beginners learning an existing Python project
- Developers joining a new team
- Students studying open-source repositories
- Reviewers exploring project architecture
- Teams creating onboarding documentation
- Anyone who wants to understand a codebase before modifying it
The project runs locally without Docker or PostgreSQL and includes both a web interface and a command-line tool.
Who it is for
Usage and use case
- 1. Create an account or sign in.
- 2. Enter a public HTTPS Git repository URL.
- 3. Start the repository analysis.
- 4. Review the architecture overview.
- 5. Explore the recommended reading order.
- 6. Browse ranked Python modules.
- 7. Inspect the interactive dependency graph.
- 8. View important project files and summaries.
- 9. Reopen previous analyses from history.
- 10. Download the analysis as a PDF report.
- 11. Use the CLI to analyze a local Git repository.
Built with
Technology stack
- Python
- FastAPI
- Uvicorn
- SQLite
- Python AST
- Git
- React
- TypeScript
- Vite
- React Flow
- Dagre
- Lucide React
- Groq API
- HTTP Basic Authentication
- HTML
- CSS
What you get
Key features
- Public Python Git repository analysis
- Internal dependency graph generation
- Python entry-point detection
- Module importance ranking
- Architecture overview generation
- Recommended repository reading order
- Important project-file summaries
- Interactive dependency graph visualization
- React Flow and Dagre graph layout
- Optional Groq AI enrichment
- SQLite analysis persistence
- User registration and login
- HTTP Basic Authentication
- Per-user analysis history
- User-specific report access control
- PDF report generation and download
- Markdown guide preview
- Local repository CLI analysis
- Responsive web interface
Before you start
Requirements
Python 3.12 or newer
Node.js
npm
Git
FastAPI
Uvicorn
A public HTTPS Git repository URL
Optional Groq API key
Windows, macOS, or Linux
Internet connection for cloning public repositories
Internet connection for optional Groq AI enrichment
Optional extras
Boost your project
Optional extras to help you document, present and understand your work. Mention the ones you like when you enquire.
-
Popular Documentation support Submission-ready project report. - Full project report (PDF and Word)
- Setup guide and README
- Diagrams and screenshots
-
Presentation support Slides ready for your review. - Slide deck of 12 to 15 slides
- Speaker notes
- Demo walkthrough script
-
Publication support Guidance to turn it into a paper. - Paper structure and abstract
- Journal and format guidance
- Reference and plagiarism-check help
-
1:1 mentorship Live help from a mentor. - 45-minute video call
- Code walkthrough
- Viva question practice
How do I get a project?
Open the project you like and use the button on its page. If online payment is available you can pay and choose how you want to receive it. Otherwise send us a short enquiry and we will reply on WhatsApp or email.
Can a project be changed to fit my requirements?
Yes. Describe the changes you need when you enquire, and we confirm the scope and the price before any work starts.
Are add-ons available?
Many projects have optional add-ons such as documentation or presentation support. They are listed on the project page with their prices, and you can pick them when you buy or enquire.
How will I receive my order?
You choose email, WhatsApp or a Google Drive link. The delivery time is shown on the project page and in your confirmation email.
Is there a demo?
Projects with a demo video have a play button on their page. If you want to see something specific, ask us and we will tell you what we can show.
Can I get a refund?
Projects are digital, so payments are generally not refundable. If something went wrong, send a refund request with your order reference and we review it fairly. The Refund Policy explains the details.