About GPT Pilot
What is GPT Pilot?
GPT Pilot is an open-source project developed by Pythagora that aims to explore how much large language models (LLMs) can autonomously generate fully functional applications. The tool enables developers to oversee the creation of apps where the AI handles approximately 95% of the code, leaving the remaining 5% for human refinement. GPT Pilot supports various LLMs, including OpenAI, Anthropic, and Groq, and can be run locally or via Docker for scalable deployments.
How to use GPT Pilot?
To get started with GPT Pilot:
- Clone the repository:
git clone https://github.com/Pythagora-io/gpt-pilot.git - Navigate to the project directory:
cd gpt-pilot - Create a virtual environment:
python3 -m venv venv - Activate the virtual environment:
source venv/bin/activate(Windows:venv\Scripts\activate) - Install dependencies:
pip install -r requirements.txt - Copy the example configuration:
cp example-config.json config.json - Edit
config.jsonto include your LLM provider and API keys. - Start GPT Pilot:
python main.py
What Are the Key Features of GPT Pilot?
Autonomous App Generation
Generates fully functional applications with minimal human input.
Multi-LLM Support
Supports multiple large language models, including OpenAI, Anthropic, and Groq.
Docker Integration
Can be run via Docker for scalable deployments.
PostgreSQL Support
Supports PostgreSQL for database management.
CLI Interface
Provides a command-line interface for project management.
Real-World Use Cases of GPT Pilot
GPT Pilot Integrations
Frequently Asked Questions About GPT Pilot
What is GPT Pilot?+
GPT Pilot is an open-source AI tool that automates the development of full-stack applications by simulating a collaborative development process using large language models.
How does GPT Pilot differ from traditional code autocompletion tools?+
Unlike traditional autocompletion tools, GPT Pilot engages in a comprehensive development workflow, including requirement gathering, planning, coding, and testing, with interactive user involvement.
Do I need to use the Pythagora VS Code extension to use GPT Pilot?+
No, GPT Pilot can be run via the command line independently. However, integrating it with the Pythagora VS Code extension enhances the development experience within the IDE.
Is GPT Pilot free to use?+
Yes, GPT Pilot is open-source and available under a Fair Source License. However, using it with certain LLM providers may incur costs based on their pricing models.
Can GPT Pilot handle complex, large-scale applications?+
While GPT Pilot is capable of generating full-stack applications, it may require manual adjustments and oversight for complex or large-scale projects to ensure accuracy and performance.
