ShellGPT is a command-line productivity tool that leverages large language models (LLMs) like GPT-4 to generate shell commands, code snippets, and documentation. It aims to streamline workflows for developers and power users by reducing the need for external searches and providing context-aware command generation across various shells and operating systems.

How It Works

ShellGPT utilizes LLMs to interpret natural language prompts and translate them into executable shell commands or code. It supports interactive modes for command generation and execution, allowing users to review, edit, or directly run suggested commands. The tool also maintains chat sessions for conversational context and can be extended with custom roles and functions for specialized tasks.

Quick Start & Requirements

• Install via pip: pip install shell-gpt
• Requires an OpenAI API key for default usage.
• Supports locally hosted open-source models via backends like Ollama.
• Official documentation: https://github.com/TheR1D/shell_gpt

Highlighted Details

• Generates OS-specific shell commands (e.g., apt for Ubuntu, softwareupdate for macOS).
• Supports direct execution of generated commands with a confirmation prompt.
• Offers shell integration for hotkey-invoked command suggestions.
• Enables function calling for LLMs to execute custom scripts or system commands.

Maintenance & Community

• Active development with regular updates.
• Community discussions available on GitHub.

Licensing & Compatibility

• MIT License.
• Compatible with commercial and closed-source applications.

Limitations & Caveats

LLMs may occasionally generate incorrect or insecure commands; users should exercise caution and review commands before execution. The tool's performance with local LLMs is noted as potentially suboptimal compared to dedicated OpenAI models.