Welcome to PromptVerse! This repository is your ultimate curated collection of top-tier resources for mastering the dynamic field of prompt engineering. Whether you're just starting your journey into the world of Large Language Models (LLMs) or you're a seasoned practitioner looking to sharpen your skills and discover new horizons, PromptVerse is designed to illuminate your path.
At its core, Prompt Engineering is the art and science of crafting effective inputs (prompts) to guide AI models, especially Large Language Models (LLMs), toward generating desired and optimal outputs. It's the secret sauce that transforms a raw AI into a powerful, precise, and creative problem-solver. Think of it as programming in natural language – and it's a super valuable skill in the age of AI! ✨
We've meticulously gathered some of the best tutorials, guides, tools, and repositories to help you navigate the vast landscape of prompt engineering.
- Anthropic's Prompt Engineering Interactive Tutorial:
"A fantastic hands-on tutorial that lets you experiment with prompt engineering concepts directly, making learning intuitive and engaging."
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OpenAI's Prompt Engineering Guide:
"Official guidance from OpenAI providing essential techniques and best practices for effectively interacting with their powerful language models."
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DeepLearning.AI's Prompt Engineering for Developers Course:
"A practical, free course designed to teach you how to apply prompt engineering for various real-world applications with LLMs."
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"The Art of Prompt Engineering" by Google:
"An insightful document that delves into the fundamental principles and advanced strategies behind crafting effective prompts for Google's AI models."
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DAIR.AI's Prompt Engineering Guide:
"A truly comprehensive guide covering everything from basic to cutting-edge advanced prompting techniques, including Chain-of-Thought, Tree-of-Thought, and more. A must-read!"
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Awesome-Prompt-Engineering by promptsab:
"This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc. It’s an extensive collection of papers, resources, and datasets!"
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promptoftheyear by successfulstudy:
"In the evolving world of Large Language Models (LLMs), crafting effective prompts has become an essential skill. This collection showcases the most impactful prompts of the year across various intriguing domains, from job hunting to image generation."
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prompt-engineering-open-llms by lamini-ai:
"Official code and resources for Prompt-Engineering for Open-Source LLMs, a collaborative effort between Lamini and Deeplearning.ai, taught by Sharon Zhou."
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gpt-prompt-engineer by mshumer:
"This AI tool automates and streamlines the process of generating, testing, and ranking prompts that work well with GPT models, allowing you to experiment and find optimal prompts more efficiently."
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Leaked & Disclosed Prompt Systems by alipyth:
"Explore leaked and disclosed prompt systems from various language models and platforms like Cursor in this repository! It can significantly help you get ideas and use these systems in your own projects. Dive deep into real-world prompt examples!"
Got a fantastic prompt engineering resource that's missing from our collection? We'd love to hear about it! Please feel free to open a pull request or submit an issue with your suggestions. Let's build the best community-driven resource hub for prompt engineering together!