PromptLib
About
PromptLib is a work-in-progress (WIP) initiative that aims to compile a collection of refined and innovative prompts specifically designed for instruction-tuned large language models such as GPT-4 and ChatGPT's legacy models. What makes this project particularly interesting is that many of these prompts can be considered standalone projects in their own right. They are essentially natural language programs with ChatGPT acting as a proficient frontend. These programs are presented in a format that resembles pseudocode, ensuring a standardized approach to prompt structuring. This format is integrated as a user message, but more details on this are promised to come later in the project description.
Context
When users interact with large language models (LLMs) like ChatGPT through interfaces, they often find that the models can perform tasks ranging from basic to complex with varying degrees of success. Despite this, the results are not always as impressive as they could be, although this is generally not due to any faults with the model itself.
PromptLib aims to highlight how the quality and style of natural, and occasionally less natural, language fed into a model have a significant impact on the quality of its outputs. Currently, GPT-3's potential has only just begun to be explored, and there is still a vast capacity of GPT-4 that remains untapped.
Prompts within this library act as natural-language programs. This is not only true of their written structure but is evident in their ability to perform on concepts and data presented as text, delivering valuable and exponential outputs. Essentially, the project serves as a foundational platform for a variety of tools and utilities that can be developed over time. These are intended for developers, knowledge workers, explorers, and eventually, the general public.
Prompts
PromptLib offers a diverse array of prompts which can be accessed here. Users are encouraged to try pasting one of these prompts into ChatGPT to see the outcomes firsthand. For example, you can test this prompt to get a sense of the project’s capabilities.
Credits
The project's foundation is built upon various resources, including a Base Gradio template. This has helped lay the groundwork for PromptLib's integration with user-friendly interfaces.
License
Details regarding the project's licensing are noted as "coming soon," indicating developments in terms of formalizing the project's accessibility and usage rights are in progress.
PromptLib continues to evolve, promising more structured and powerful ways to interact with advanced language models while shaping a rich toolkit for present and future innovation.