Sweep: Your AI-Powered Junior Developer
Sweep is a cutting-edge, open-source AI-powered assistant crafted to enhance your coding workflow. Tailored to tackle minor enhancements, bug resolutions, and developer experience enhancements automatically, Sweep efficiently translates GitHub issues into code modifications without the need for an Integrated Development Environment (IDE).
Key Features
- Automated Code Changes: Instantly transforms GitHub issues into pull requests, eliminating manual coding for minor tasks.
- Intelligent Interaction: Engages with developer feedback on pull requests, fostering collaboration.
- Codebase Understanding: Utilizes advanced techniques like dependency graphs, text analysis, and vector search to grasp your project's architecture.
- Quality Assurance: Ensures high-quality output by executing unit tests and autoformatters on generated code.
- Sweep Rules: Aggregates small fixes into pull requests, enhancing code maintenance efficiency.
How Sweep Works
1. Issue Creation: Initiate a GitHub issue prefixed with "Sweep:" to trigger actions (e.g., "Sweep: Add typehints to src/utils/github_utils.py").
2. Code Analysis: Sweep analyzes your codebase to grasp context and dependencies.
3. Code Modification: Automatically implements changes described in the issue.
4. Testing and Debugging: Ensures code functionality through rigorous testing.
5. Pull Request Creation: Generates pull requests showcasing the modifications.
What Sets Sweep Apart
- Advanced Code Modification: Implements sophisticated techniques for effective code changes, surpassing standard methods.
- Intelligent Planning: Utilizes a customized code chunker for superior Retrieval-Augmented-Generation.
- Integrated CI/CD: Executes GitHub Actions to identify bugs and validate implemented code.
- Customizable Rules: Allows the application of user-defined regulations for consistent code enhancements.
Getting Started
1. Install the Sweep GitHub App in your repositories.
2. Create issues prefixed with "Sweep:" or assign the "Sweep" label to existing issues.
3. Let Sweep automate your development workflow effortlessly.
Sweep offers extensive language support, encompassing Python, JavaScript/TypeScript, Rust, Go, Java, C#, and C++, ensuring versatility across various project types.
Why Choose Sweep?
Sweep emerged from the necessity to maintain organized, well-refined codebases within extensive repositories. By handling entire tasks asynchronously, developers can parallelize activities, enhancing productivity.
By automating mundane tasks and minor adjustments, Sweep liberates developers to concentrate on intricate, creative aspects of software development, thereby elevating code quality and expediting project completion.
Explore the future of coding with Sweep – your tireless AI-powered junior developer committed to continuous learning and codebase enhancement.
