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! 😊
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.
python3 -m pip install llm-toolboxpipx install llm-toolboxFor LLM-Toolbox to work properly, it is necessary to acquire and configure an OpenAI API key. Follow these steps to accomplish this:
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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.
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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.
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Configure the OpenAI API key: Once you have your API key, you can set it up by running the
lmt key setcommand.lmt key set
With these steps, you should now have successfully set up your OpenAI API key, ready for use with the LLM-Toolbox.
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.
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Reading from
stdin: Almost all of the tools can read fromstdin. 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 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.
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.
The commitgen tool is designed to automatically generate a meaningful git commit messages for your code changes.
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.
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.
The thesaurus tool takes a word or a phrase as input and provides a list of synonyms and antonyms.
The define tool takes a word as input and provides its definition along with an example sentence using the word.
The proofread tool takes a sentence as input and provides a corrected version of it, if needed, along with an explanation of the corrections.
The translate tool takes a sentence and a target language as input and provides the translated sentence in the target language.
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.
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.
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.
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.
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.
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.
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.
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.
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.
This project is licensed under the terms of the Apache License 2.0.