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A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.

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Awesome GPT Prompt Engineering

A curated list of awesome resources, tools, and other shiny things for GPT prompt engineering.

Consider giving it a ⭐️ if you like it to show your support!

🚀 RECOMMENDED: Use any LLM from the command line easily. 🚀

Table of Contents

Roadmaps

Guides

Techniques

Prompt Collections

Papers

Books

Communities

Playgrounds and Alternative UIs

  • Official OpenAI Playground
  • llm: Use any LLM from the command line, easily.
  • Nat.Dev: Multiple Chat AI Playground & Comparer.
  • Poe.com: All in one playground: GPT4, Sage, Claude+, Dragonfly, and more...
  • Ora.sh GPT-4 Chatbots
  • Better ChatGPT: A web app with a better UI for exploring OpenAI's ChatGPT API.
  • LMQL.AI: A programming language and platform for language models.
  • Vercel Ai Playground: One prompt, multiple Models (including GPT-4).
  • Conju.ai: A visual prompt chaining app.
  • Voiceflow: Professional collaborative visual prompt-chaining tool.
  • Opik: Evaluate, test, and ship LLM applications across your dev and production lifecycles.

Prompt Generators

Auto-GPT Related

Prompt Injection

ChatGPT Plug-ins

Prompt Engineering Jobs Offers

AI Links Directories

Contributing

Contributions are always welcome! Please read the contribution guidelines first.

How to help:

  • Give a ⭐️ to increase the repository's visibility.
  • Add descriptions for resources that don't have them.
  • Add new resources to the list.
  • Fix typos or grammatical errors.
  • Share this repository with others.

Featured

🚀 RECOMMENDED: Use any LLM from the command line easily with llm. 🚀