Introducing the LLM-Prompt-Library Project
Overview
The LLM-Prompt-Library is a comprehensive repository that gathers a diverse array of prompts tailored for use with various large language models (LLMs). These include well-known names such as Siri, GPT-4o, Claude 3 Opus, Llama3, and Gemini, among others. This repository provides prompts designed for a multitude of tasks, ranging from text editing and manipulation to complex coding and medical assistance.
Community Support
This vibrant project is supported by a large, enthusiastic community. For anyone interested in engaging with other users, seeking help, or exploring collaborations, a Discord Group is available. With around 20,000 members, the community includes many machine learning specialists eager to assist with various inquiries.
Table of Contents
The LLM-Prompt-Library is organized into several key sections, each dedicated to specific types of tasks and applications. These include:
- Text Manipulation
- Medical Prompts
- Miscellaneous Applications
- Programming & Related Tasks
- Prompt Generation Tools
Text Manipulation
This section offers tools for analyzing, editing, and creating various text formats. Users can verify information accuracy, generate task lists from text, summarize books, create or rewrite content, and perform comprehensive analyses on different kinds of text. Specialized prompts are also available for poetic analysis, teaching content, and much more, ensuring a wide range of literary needs are met.
Medical Prompts
The Medical Prompts portion includes tools like the Medical-Bot for handling medical queries and a prompt acting as a psychologist, tailored to assist with mental health-related inquiries.
Miscellaneous Applications
In the Miscellaneous section, users can find a variety of prompts with broader utility. These include tools for generating code, customized instructions for ChatGPT, and tools for creating scenarios and simulations. It even covers text-based adventure game generation and creating bitmap images.
Programming & Related Tasks
For tech enthusiasts and developers, the Programming section is a treasure trove. It offers prompts for analyzing financial reports, generating AWS architecture diagrams, creating and explaining code, and helping with data conversion. In addition, it includes tools for creating website formats, Python-related bug fixes, scientific data visualizations, and many more coding assistance prompts.
Prompt Generation Tools
This segment is dedicated to generating specialized prompts. It includes templates and guides for creating custom prompts for LLMs, developing scripts for various tasks, and generating prompts for art generators like DALL-E.
Additional Resources
For users who want to stay connected with project updates or contribute to its growth, there's an active presence on Twitter/X. Additionally, the repository encourages contributions from anyone looking to enhance this wide-ranging collection of prompts.
In essence, the LLM-Prompt-Library provides a rich set of tools and resources, catering to both casual users and professionals across various domains, from writing enthusiasts to medical professionals and programmers.