llm-toolbox 0.1.31

A versatile collection of CLI tools leveraging large language models

LLM-Toolbox

LLM-Toolbox is an ensemble of AI-powered CLI tools designed to modernize your workflow in the terminal. Built using OpenAI's ChatGPT, the tools in this toolbox can generate automatic commit messages, perform dictionary and thesaurus queries, translate text, proofread content, enrich language learning, and automate shell commands, among others. Obviously, you can also interact with ChatGPT directly.

Additionally, the toolbox provides an array of prompt templates that can serve as a valuable resource, whether you're new to using languages models or you're an experienced user.

I've created video demos to help you see the LLM-Toolbox in action and understand its wide-ranging capabilities. Therefore, I strongly recommend you check out the video demos of the tools to gain a hands-on understanding of their potential. After watching the demos, you can return here for a deeper dive into the specific applications and benefits. So, go ahead, watch the demos! 😊

Table of Contents

1. Prompt Templates
2. Installation
   1. pip
   2. pipx, the Easy Way
3. Getting Started
   1. Configuring your OpenAI API key
4. Tools
   1. LMT
   2. ShellGenius
   3. Commitgen
   4. Codereview
   5. VocabMaster
   6. Thesaurus
   7. Define
   8. Proofread
   9. Translate
   10. Cheermeup
   11. Critique
   12. Explain
   13. Lessonize
   14. Life
   15. Pathlearner
   16. Study
   17. Summarize
   18. Teachlib
5. License

Prompt Templates

For those less experienced with terminal interfaces or those preferring the convenience of a web interface, the ChatGPT web interface templates in the LLM-Toolbox can prove incredibly useful. These templates offer a broad spectrum of pre-structured prompts designed to enhance your engagement with ChatGPT, particularly in the context of longer chat interactions with GPT-4 in order to avoid expensive API costs.

These templates, found in the prompt-templates/ directory, cater to various situations and are an excellent resource if you're uncertain about structuring prompts or seek to improve the effectiveness of your existing ones.

Installation

pip

python3 -m pip install llm-toolbox

pipx, the Easy Way

pipx install llm-toolbox

Getting Started

Configuring your OpenAI API key

For LLM-Toolbox to work properly, it is necessary to acquire and configure an OpenAI API key. Follow these steps to accomplish this:

1. Acquire the OpenAI API key: You can do this by creating an account on the OpenAI website. Once registered, you will have access to your unique API key.

2. Set usage limit: Before you start using the API, you need to define a usage limit. You can configure this in your OpenAI account settings by navigating to Billing -> Usage limits.

3. Configure the OpenAI API key: Once you have your API key, you can set it up by running the lmt key set command.

   lmt key set
   

With these steps, you should now have successfully set up your OpenAI API key, ready for use with the LLM-Toolbox.

Tools

Instructions on how to use each of the tools are included in the individual directories under tools/. This is also where I give some tricks and tips on their usage 💡👀💭.

Note that LMT is the main tool in the LLM-Toolbox. All of its options apply to (almost) all of the other tools. For instance, you change the model to GPT-4 with -m 4 or add emojis with --emoji. Refer to the LMT's documentation for more information.

• Reading from stdin: Almost all of the tools can read from stdin. For instance: cat my_text.md | summarize.

• Output Redirection: You can use output redirections with the tools. For instance: cat my_text.md | critique --raw > critique_of_my_text.md

Here's a brief overview of the tools:

LMT

LMT empowers you to interact directly with ChatGPT from the comfort of your terminal. One of the core features of lmt is its ability to facilitate the creation of custom templates, enabling you to design your personalized toolbox of CLI applications. You can easily install its standalone version from the project's repository.

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ShellGenius

ShellGenius is an intuitive CLI tool designed to enhance your command-line experience by turning your task descriptions into efficient shell commands. Check out the project on its dedicated repository.

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Commitgen

The commitgen tool is designed to automatically generate a meaningful git commit messages for your code changes.

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Codereview

The codereview tool accepts a file or a piece of text as input and provides an in-depth analysis of the code. It can identify potential issues, suggest improvements, and even detect security vulnerabilities. The Codereview tool is capable of handling a variety of programming languages, and its feedback can serve as an invaluable resource for developers seeking to enhance the quality of their code.

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VocabMaster

Master new languages with VocabMaster, a CLI tool designed to help you record vocabulary, access translations and examples, and seamlessly import them into Anki for an optimized language learning experience. Check out the project on its dedicated repository.

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Thesaurus

The thesaurus tool takes a word or a phrase as input and provides a list of synonyms and antonyms.

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Define

The define tool takes a word as input and provides its definition along with an example sentence using the word.

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Proofread

The proofread tool takes a sentence as input and provides a corrected version of it, if needed, along with an explanation of the corrections.

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Translate

The translate tool takes a sentence and a target language as input and provides the translated sentence in the target language.

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Cheermeup

The cheermeup tool is designed to uplift your spirits based on your current mood. Whether you're feeling down or just need a little pick-me-up, this tool uses a variety of methods to bring a smile to your face and brighten your day.

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Critique

The critique tool is your personal constructive text critic, designed to analyze a given piece of text and provide detailed, insightful feedback. It enables users to enhance their writing by addressing potential shortcomings and improving the overall quality.

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Explain

The explain tool helps to clarify complex concepts. When given a concept, it presents a comprehensive and straightforward explanation, aiding in understanding and knowledge retention.

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Lessonize

The lessonize tool transforms any piece of text into an informative lesson. Whether you're a teacher looking for instructional material or a student looking to further understand a subject, this tool makes learning more accessible.

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Life

The life tool offers a unique perspective on the passage of time, presenting thoughtful messages based on your life expectancy statistics. Whether you're seeking a novel way to reflect on your life journey or need a gentle reminder of the beauty and preciousness of life's uncertainty, this tool provides insightful outputs to provoke meaningful contemplation.

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Pathlearner

The pathlearner tool provides a comprehensive study plan for a given topic. Whether you're studying for an exam or learning a new subject, this tool creates a structured, step-by-step plan that aids in understanding and mastering the material.

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Study

The study tool is a comprehensive guide that generates study material for a particular topic or content. It helps students to better prepare for exams, giving them access to tailored study material designed to enhance their learning experience.

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Summarize

The summarize tool provides succinct summaries of a web page, lengthy texts, or the content of given files. It's perfect for extracting key points and crucial information from vast amounts of data, saving users time and effort.

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Teachlib

The teachlib tool is designed to provide comprehensive lessons on various libraries. By simplifying complex aspects and focusing on the core functionalities, this tool helps users to understand and effectively utilize different libraries.

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License

This project is licensed under the terms of the Apache License 2.0.

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https://github.com/sderev/llm-toolbox