Shell Sage
Shell Sage is an open-source AI-powered terminal companion that integrates with Ollama to provide intelligent command-line assistance, error debugging, and enhanced CLI workflows with both local and cloud AI model support.
https://shellsage.vercel.app/?ref=aipure
Product Information
Updated:Feb 9, 2025
What is Shell Sage
Shell Sage is an innovative terminal assistant designed to make command-line operations more intuitive and safe. It acts as a teaching assistant that understands your terminal context and helps solve immediate problems while promoting learning. The tool can be configured to run with either local processing using Ollama integration for complete privacy, or cloud-based AI providers for enhanced performance, making it flexible for different user needs and preferences.
Key Features of Shell Sage
Shell Sage is an open-source AI-powered terminal companion that integrates with both local and cloud AI models to help users generate shell commands, debug errors, and enhance CLI workflows. It features context-aware assistance, safe execution protocols, and supports multiple AI providers while prioritizing privacy through local processing options.
Hybrid AI Processing: Supports both local processing via Ollama integration and cloud-based AI providers (OpenAI, Groq, Anthropic, etc.), allowing users to choose between privacy and performance
Safe Command Execution: Implements interactive confirmation and safety checks for potentially dangerous commands, protecting against accidental destructive operations
Context-Aware Assistance: Analyzes terminal history and current context to provide more relevant and accurate command suggestions and error debugging
Educational Approach: Focuses on teaching users rather than just providing solutions, creating a feedback loop where both human and AI learn from each interaction
Use Cases of Shell Sage
System Administration: Helps sysadmins quickly debug and resolve shell script issues, manage system resources, and perform routine maintenance tasks
Docker Container Management: Assists in troubleshooting Docker-related issues and managing container operations with context-aware suggestions
Git Operations: Provides assistance with version control operations and helps resolve common Git-related errors
File System Management: Helps users safely perform file operations with built-in safety checks and intelligent command suggestions
Pros
Privacy-focused with local processing options
Multiple AI provider support for flexibility
Built-in safety checks for dangerous commands
Educational approach that helps users learn
Cons
Requires significant RAM (4GB+) for local processing
Some features require tmux for full functionality
Internet connection needed for initial setup and API mode
How to Use Shell Sage
Install Prerequisites: Ensure you have Python 3.8+, 4GB+ RAM, and an internet connection for initial setup
Install Shell Sage: Run 'pip install shell-sage' to install the package
Configure Local Mode (Optional): For local processing: 1) Install Ollama with 'curl -fsSL https://ollama.com/install.sh | sh' 2) Pull a model with 'ollama pull <model_name>' 3) Configure local mode with 'shellsage config --mode local'
Run Setup Wizard: Execute 'shellsage setup' and follow the interactive prompts to select: operation mode (Local/API), local model (if applicable), and API provider
Configure Settings: Edit ~/.config/shell_sage/shell_sage.conf to set your preferences and API keys if using cloud providers
Basic Usage - Command Generation: Use 'ssage' or 'shellsage ask' followed by your natural language request (e.g., 'ssage show system memory usage')
Error Debugging: When you encounter an error, ShellSage will automatically analyze your terminal history and suggest fixes
Safe Command Execution: ShellSage will prompt for confirmation before executing potentially dangerous commands and provide safer alternatives
Switch Between Providers: Use flags to switch providers: 'ssage --provider openai --model llama3.2 --base_url http://localhost:11434/v1 --api_key ollama'
Get Help: Use 'ssage --help' to view all available options and commands
Shell Sage FAQs
Shell Sage is an open-source AI-powered terminal companion that helps generate shell commands, debug errors, and enhance CLI workflows. It can work with both local and cloud AI models.
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