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ShellOracle is a pluggable terminal utility that takes a natural language description of a command and substitutes it into your terminal buffer.

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ShellOracle

ShellOracle is an innovative terminal utility designed for intelligent shell command generation, bringing a new level of efficiency to your command-line interactions.

ShellOracle

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Table of Contents

Introduction

Meet ShellOracle—a handy tool that makes working with the command line a bit smoother. This terminal utility lets you create shell commands by describing what you want to do in plain language. ShellOracle simplifies the process of crafting complex commands by removing the need to google and comb man pages.

Why ShellOracle?

  • No More Memorizing: Forget about remembering complex shell commands. Just tell ShellOracle what you need, and it'll generate the command for you.

  • Save Time, Stay Focused: Say goodbye to manual command crafting. ShellOracle helps you save time and concentrate on what really matters by using natural language descriptions.

  • Adaptable to Your Needs: Whether it's a quick one-liner or a sequence of commands, ShellOracle is flexible. It supports Unix pipes and keeps track of your command history.

  • Your Control, Your Way: Run ShellOracle as a self-hosted utility to have complete control. Tailor it to your preferences and make it work just the way you want.

Give it a try and see how it fits into your workflow!

Features

Key features of ShellOracle include:

  • Seamless shell command generation from written descriptions
  • Command history for easy reference
  • Unix pipe support for advanced command chaining
  • Self-hosted for full control over your environment
  • Highly configurable to adapt to your preferences

Installation

Installing ShellOracle is easy!

  1. First, pip install the shelloracle package
    python3 -m pip install shelloracle
    
  2. Next, run shelloracle --init and follow the prompts
    python3 -m shelloracle --init
    

Ollama

[!IMPORTANT] ShellOracle uses Ollama as its default LLM provider. If you are using the default configuration, the following steps are required.

  1. Install Ollama
  2. Download the default model
    ollama pull codellama:13b
    

Usage

ShellOracle is designed to be used as a BASH/ZSH widget activated by the CTRL+F keyboard shortcut.

  1. Press CTRL+F
  2. Describe your command or goal
  3. Press Enter

The generated command will be inserted into your shell prompt after a brief processing period.

Ollama

Before using ShellOracle with Ollama, pull the model you want to use. The default model is codellama:13b. To pull the default model, run:

ollama pull codellama:13b

OpenAI

To use ShellOracle with the OpenAI provider, create an API key. Edit your ~/.shelloracle/config.toml to change your provider and enter your API key.

Other ways to run ShellOracle

ShellOracle can be run as a Python module with python3 -m shelloracle or using its entrypoint shor; however, there are a few caveats with this method:

  • Ensure your ~/.local/bin directory is added to your PATH variable for the entrypoint to work.
  • Running ShellOracle with this method will not automatically insert the result into your shell prompt.

Tips

  1. If you press CTRL+F with text in your ZLE buffer, all text left of your cursor will carry over to your ShellOracle prompt.
  2. UP_ARROW and DOWN_ARROW cycle through your prompt history.
  3. ShellOracle can be chained with other commands; try: echo "find all the python files in my cwd" | shor

Configuration

ShellOracle's configuration is your gateway to tailoring the utility to match your preferences and requirements. The ~/.shelloracle/config.toml file serves as the control center for customizing various aspects of ShellOracle's behavior.

ShellOracle Settings

The [shelloracle] section in the configuration file lets you define global settings for ShellOracle:

[shelloracle]
provider = "Ollama"

Set the provider key to specify the Language Model (LLM) backend, with options currently including "Ollama" and "OpenAI."

Provider Settings

Provider-specific configurations are handled through tags such as [provider.Ollama] or [provider.OpenAI]. Here's an example for the Ollama provider:

[provider.Ollama]
host = "localhost"
port = 11434
model = "codellama:13b"
system_prompt = "..."

Change these options to match your desired configuration.

For OpenAI, if you opt for this provider, you'll need to provide your API key:

[provider.OpenAI]
api_key = "your-api-key-here"
model = "gpt-3.5-turbo"
system_prompt = "..."

System Requirements

Software

ShellOracle supports BASH and ZSH on macOS and Linux.

Hardware

For cloud providers like OpenAI, there are no specific system requirements.

If self-hosting, system requirements vary based on the model used. Refer to the Ollama model registry for more information.

Feedback

Encountered problems? File an issue. Feature requests are welcome, and contributions can be made by opening a pull request.

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