PapertLab
Overview of PapertLab
PapertLab: Your AI Pair Programmer
PapertLab is an open-source AI pair programmer designed to seamlessly integrate with your local Git repository and other codebases. It leverages Large Language Models (LLMs) to provide AI-assisted development, enhancing your coding experience.
What is PapertLab?
PapertLab is a tool that allows developers to collaborate with AI to edit code. It offers real-time suggestions, refactoring assistance, and automated code generation, all within your existing development environment. PapertLab aims to make coding more efficient and collaborative.
How does PapertLab work?
PapertLab works by analyzing your code and providing suggestions based on the context of your project. It utilizes a map of your entire Git repository to ensure context-aware suggestions and changes. This includes understanding code structure, dependencies, and coding patterns.
Installation:
Install Universal Ctags:
macOS/Linux:
brew install --HEAD universal-ctags/universal-ctags/universal-ctagsWindows:
choco install ctags
Install PapertLab:
pip install papert-labRun PapertLab:
papertlab
Key Features of PapertLab
- Precision Editing: Focus your coding session by running PapertLab with specific files.
- Multi-File Mastery: Handle complex requests by editing multiple files simultaneously, maintaining context across your entire project.
- Seamless Git Integration: Automatic Git commits with sensible messages, ensuring your version control remains clean and organized.
- Language Agnostic: Supports multiple programming languages including Python, JavaScript, TypeScript, PHP, HTML, CSS, and more.
- LLM Optimization: Designed to work best with GPT-4o & Claude 3.5 Sonnet for superior code suggestions and improvements.
- Contextual Awareness: Utilizes a map of your entire Git repository to ensure context-aware suggestions and changes.
PapertLab Modes
- Ask Mode: Get instant answers to your coding questions. Ask about specific parts of your code, best practices, or general programming concepts.
- Code explanation
- Best practices advice
- Debugging assistance
- Code Mode: Experience true pair programming with AI. Collaborate in real-time as you write, refactor, or debug your code together.
- Real-time code suggestions
- Refactoring assistance
- Test case generation
- Auto-Pilot Mode (Beta): Let PapertLab take the wheel. Our beta-stage Auto-Pilot mode autonomously handles routine coding tasks, allowing you to focus on high-level problem-solving. Currently tested with Python, this feature offers:
- Automated code generation
- Intelligent code completion
- Proactive bug detection
Who is PapertLab for?
PapertLab is for:
- Developers: Who want to improve their coding efficiency and accuracy.
- Teams: Looking to enhance collaboration and knowledge sharing.
- Beginners: Who need assistance with understanding code and best practices.
Why choose PapertLab?
PapertLab stands out because of its:
- Open-source nature: Allowing for community contributions and customization.
- Seamless Git integration: Ensuring a smooth workflow and organized version control.
- LLM optimization: Leveraging the power of advanced language models like GPT-4o and Claude 3.5 Sonnet.
Best way to enhance your coding workflow?
Using PapertLab can drastically improve your coding workflow. By providing real-time suggestions, automated tasks, and contextual awareness, PapertLab allows you to focus on the bigger picture and solve complex problems more efficiently.
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