ShellGenius 0.1.16

ShellGenius is a tool to generate shell commands from description in natural language.

ShellGenius

ShellGenius is an intuitive CLI tool designed to enhance your command-line experience. By turning your task descriptions into efficient shell commands, ShellGenius makes command-line operations easier and more intuitive than ever before, saving you time and/or reducing the learning curve.

Powered by ChatGPT, ShellGenius not only generates accurate commands based on your input but also provides step-by-step explanations. This way, you not only execute your tasks but also gain a deeper understanding of the commands you're using.

This repository is dedicated to ShellGenius as a standalone tool within the LLM-Toolbox, a curated suite of AI-powered CLI tools built to modernize your terminal experience. Here, you will find all resources, discussions, and updates specifically related to ShellGenius.

To explore other tools within the LLM-Toolbox—such as commitgen, the automatic commit message generator—please visit the LLM-Toolbox repository.

Table of Contents

1. Video Demos
   1. Video Frames Extraction
   2. Batch Git Repository Update
   3. Directory Synchronization
   4. Find and Copy Files with Keywords
2. Installation
   1. Install via pipx (recommended)
   2. OpenAI API key
3. Usage
   1. Regarding the Quotes
   2. Creating an Alias
   3. Make ShellGenius Respond in Your Native Language
4. Examples
   1. Remove Duplicate Lines
   2. Extract Columns in a File
   3. Download a File
   4. Number of Lines in a File
5. Limitations
6. License

Video Demos

Video Frames Extraction

https://github.com/sderev/shellgenius/assets/24412384/509ee15a-9804-41ad-ba31-3fdf02fc627f

Batch Git Repository Update

Directory Synchronization

https://github.com/sderev/shellgenius/assets/24412384/c9ad7560-cde3-4c68-aa89-b9bc4c9303f7

Find and Copy Files with Keywords

Installation

Ensure you have Python 3.8 or later installed on your system. To install ShellGenius, use the following command:

python3 -m pip install shellgenius

Install via pipx (recommended)

pipx is an alternative package manager for Python applications. It allows you to install and run Python applications in isolated environments, preventing conflicts between dependencies and ensuring that each application uses its own set of packages. I recommend using pipx to install ShellGenius.

First, install pipx if you haven't already:

• On macOS and Linux:

  python3 -m pip install --user pipx
  python3 -m pipx ensurepath
  

Alternatively, you can use your package manager (brew, apt, etc.).

• On Windows:

  py -m pip install --user pipx
  py -m pipx ensurepath
  

Once pipx is installed, you can install ShellGenius using the following command:

pipx install shellgenius

OpenAI API key

ShellGenius requires an OpenAI API key to function. You can obtain a key by signing up for an account at OpenAI's website.

Once you have your API key, set it as an environment variable:

• On macOS and Linux:

  export OPENAI_API_KEY="your-api-key-here"
  

  To avoid having to type it everyday, you can create a file with the key:

  echo "your-api-key" > ~/.openai-api-key.txt
  

  Note: Remember to replace "your-api-key" with your actual API key.

  And then, you can add this to your shell configuration file (.bashrc, .zshrc, etc.):

  export OPENAI_API_KEY="$(cat ~/.openai-api-key.txt)"
  

• On Windows:

  setx OPENAI_API_KEY your_key
  

Usage

To use ShellGenius, simply type shellgenius followed by a description of the task you want to perform:

shellgenius "description of your task"

The tool will generate a shell command based on your description, display it with an explanation, and prompt you to confirm if you want to execute the command.

Regarding the Quotes

The quotes are not necessary when the task description does not contain a single quote, or a special character.

Not necessary:

shellgenius compile and run myprogramm.cpp

Necessary:

shellgenius "find and replace 'oldtext' with 'newtext' in *.txt files"

Creating an Alias

To further enhance the usability of ShellGenius, even with the presence of autocompletion, I recommend to create an alias for effortless access. One suggested alias is ??.

By defining an alias, you can invoke ShellGenius simply by typing ?? followed by your task description, eliminating the need to type the full command each time.

To create the alias, add the following line to your shell configuration file (~/.bashrc, ~/.bash_profile, or ~/.zshrc, depending on your shell):

alias '??'='shellgenius'

After adding the alias, you can use ShellGenius by typing ?? instead of shellgenius, making your command-line experience even more seamless and efficient.

Note: Make sure to restart your shell or run source ~/.bashrc (or the corresponding file for your shell) for the alias to take effect.

Make ShellGenius Respond in Your Native Language

You can describe your task in your native language, but ShellGenius might still respond in English. If that happens, you can add a specific request at the end of your task description. Here's an example:

shellgenius "Description of your task in your own language. Réponds en français."

In the above command, "Réponds en français" is a request for ShellGenius to respond in French. You can replace this with a similar phrase in your language. For example, if you want the response in German, you can use "Antworte auf Deutsch". ShellGenius will then oblige and respond in the requested language.

shellgenius "Erstellt eine Datei. Antworte auf Deutsch."

Examples

Here are some examples of ShellGenius in action:

Remove Duplicate Lines

shellgenius "remove duplicate lines from file.txt"

Output:

awk '!seen[$0]++' file.txt

Explanation:
* awk is a pattern scanning and processing language
* '!seen[$0]++' is an awk expression that removes duplicate lines
* file.txt is the name of the file to process

Be careful with your answer.
Do you want to execute this command? [Y/n]: y

---

Extract Columns in a File

shellgenius "extract columns 1, 3, and 5 from data.csv"

Output:

cut -d',' -f1,3,5 data.csv

Explanation:
* cut command is used to extract portions of lines from files
* -d',' specifies the delimiter as a comma
* -f1,3,5 specifies the columns to extract
* data.csv is the input CSV file

Be careful with your answer.
Do you want to execute this command? [Y/n]: y

---

Download a File

shellgenius "download a file from https://example.com/file.zip"

Output:

curl -OJL https://example.com/file.zip

Explanation:
* curl is a command-line tool for transferring data using various protocols
* -O option saves the downloaded file with its original name
* -J option tries to set the file name based on the URL
* -L option follows redirects if the URL points to a different location
* https://example.com/file.zip is the URL of the file to download

Be careful with your answer.
Do you want to execute this command? [Y/n]: y

---

Number of Lines in a File

shellgenius "count the number of lines in a file called data.csv"

Output:

wc -l data.csv

Explanation:
* wc is a word, line, and byte count utility
* -l flag counts the number of lines
* data.csv is the target file

Be careful with your answer.
Do you want to execute this command? [Y/n]: y

Limitations

ShellGenius is powered by an AI model and may not always generate the most efficient or accurate commands. Exercise caution when executing commands, especially when working with sensitive data or critical systems.

License

ShellGenius is released under the Apache 2.0 Licence.

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https://github.com/sderev/shellgenius