avatarTristan Wolff

Summary

The webpage lists ten valuable resources for individuals interested in prompt engineering, ChatGPT, and GPT-3, offering a range of guides, tools, and collections of prompts.

Abstract

The article provides an overview of ten essential resources for those looking to delve into the world of prompt engineering, particularly in relation to ChatGPT and GPT-3. These resources include comprehensive collections of prompts, such as ShareGPT, which boasts over 31,000 conversations, and the Prompt Engineering Guide on GitHub, which offers a wealth of learning materials and scientific papers. It also highlights interactive platforms like Learn Prompting, which has a Discord community, and curated lists like "The Ultimate Collection of ChatGPT Products and Prompts." OpenAI's best practices are also featured, alongside EmergentMind, which aggregates entertaining prompts with sources. For academic insights, Prompt Papers provides a list of must-read research papers, while OpenPrompt offers an open-source framework for prompt learning. Lastly, Toolbot.ai is mentioned as a tool for creating custom GPT-3 tools.

Opinions

  • The author finds ShareGPT's collection of ChatGPT conversations to be "wild" and comprehensive.
  • The Prompt Engineering Guide on GitHub is described as a massive resource that can keep enthusiasts occupied for weeks.
  • "Awesome ChatGPT Prompts" is noted for its nostalgic value, containing classic prompts that impressed users when they first appeared on social media.
  • Learn Prompting is recognized for its extensive documentation and active Discord community, suggesting it's a hub for collaboration and discussion.
  • "The Ultimate Collection of ChatGPT Products and Prompts" is acknowledged for its potential to become a go-to resource due to its user-friendly navigation and organization.
  • OpenAI's best practices are recommended as a solid starting point for those new to prompt engineering with the OpenAI API.
  • EmergentMind is praised for listing entertaining prompts and including sources for users to explore the origins and use cases of various prompts.
  • Prompt Papers is highlighted as a frequently updated source for academic literature on prompt-based tuning for language models.
  • OpenPrompt is presented as a valuable tool for those with command-line interface skills, offering implementations for prompt-learning approaches.
  • Toolbot.ai is considered interesting for prompt engineers as a means to create custom GPT-3 tools dynamically.

10 Amazing Resources For Prompt Engineering, ChatGPT, and GPT-3

Learn Everything About Prompts & Prompt Engineering

Looking for the best resources to find GPT-3 prompts, learn more about prompt engineering, and find the most exciting new papers? Here we go:

ShareGPT

Contains the “wildest ChatGPT conversations”, the website says. And it is wild for sure that there are 31,264 conversations online at the time I am writing this. This is pretty much the most comprehensive collection of chatGPT prompts I came across. Also features a Chrome extension.

Prompt Engineering Guide

Speaking about comprehensive lists: this amazing Github repository contains learning guides, scientific papers, links to blogs and tools, tutorials, and datasets — all related to prompt engineering. This place alone will keep you busy for weeks! A massive resource for practitioners and developers.

Awesome ChatGPT Prompts

I think this was one of the first prompt collections I came across and it has all the classics that made us go “woohaaa” when we first saw them on Twitter. Remember the guy that made chatGPT simulate a rogue AI in a Linux terminal?! OK, maybe it’s just me getting this nostalgic vibe browsing this prompt collection. It’s great though. Also, people are still adding to it.

Learn Prompting

The most recent prompt engineering resource on this list, but also one that is attracting a lot of attention from developers, AI enthusiasts, and professionals from diverse backgrounds. In addition to extensive documentation on prompt engineering, there is a Discord server with more than 1,000 members at the time of writing. A great place to discuss ideas, find collaboration partners or just hang out with fellow nerds and keep yourself up to date in this fast-paced environment.

https://learnprompting.org/

The Ultimate Collection of ChatGPT Products and Prompts

Not yet as ultimate as it claims to be, but it could well become something like the go-to list if it continues to collect prompts and GPT-supported applications (products) and keeps everything so nice and tidy. Slick user-friendly navigation and direct links to repos. Nice.

OpenAI Best Practices

OpenAI’s official best practices for prompt engineering are a solid starting point and provide a great collection of links to dive deeper into the topic, e.g. the OpenAI Prompt Cookbook.

Emergent Mind

EmergentMind claims to list “the best ChatGPT examples from around the web” and you certainly will find a lot of interesting and very entertaining prompts there.

Sources are included, so you can read about how a specific prompt came to be, what use cases are connected to it, or just find some interesting people posting their prompt craft on Twitter or Reddit. Also comes with a Hotlist, Latest Additions and an All-time Best Of. Definitely worth checking out.

Prompt Papers

A frequently updated list of must-read papers on prompt-based tuning for pre-trained language models.

OpenPrompt

If you got your CLI game together, this open-source framework for prompt learning is for you. You’ll find a ton of implementations for current prompt-learning approaches you can call and practice with. Additionally, you can design your own prompt-learning exercises.

Toolbot.ai

Not really a prompt engineering resource per se but definitely interesting for the prompt engineer: as sort of a Neumann probe for GPT-3, this little tool lets you create custom GPT-3 tools on the spot.

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