AITreasureBox
Prompt-Engineering-Guide
| AITreasureBox | Prompt-Engineering-Guide | |
|---|---|---|
| 5 | 83 | |
| 374 | 44,342 | |
| - | 3.2% | |
| 10.0 | 9.7 | |
| 5 days ago | 5 days ago | |
| Ruby | MDX | |
| GNU General Public License v3.0 only | MIT License |
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AITreasureBox
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I have reviewed over 1000+ AI tools for my directory. Here are the productivity tools I use personally.
Great list! I have also compiled a list of AI-related repos, including open-source repositories, tools, websites, papers, and tutorials. I hope it can be helpful for everyone to understand AI。 My Repos: https://github.com/superiorlu/AiTreasureBox
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Übersicht aller nützlichen Links für ChatGPT Prompt Engineering
AiTreasureBox
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ChatGPT really learns
Hi, this is my new repository: https://github.com/superiorlu/AiTreasureBox
- Ai Treasure Box
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AI TreasureBox!
Hi, this is my new repository: https://github.com/superiorlu/AiTreasureBox This repository has compiled the most commonly used AI tools and tutorials recently. It is hoped that these resources can be helpful to everyone. Stars and PRs are welcome!
Prompt-Engineering-Guide
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Top Open Source Prompt Engineering Guides & Tools🔧🏗️🚀
Prompt Engineering Guide is the holy grail of all guides, aiming to make it easier to stay up-to-date with prompt engineering guides, techniques, applications, and papers. If you are getting started, this is an excellent place to start.
- FLaNK AI - 15 April 2024
- Prompt Engineering Guide
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24 GitHub repos with 372M views that you can't miss out as a software engineer
Guides, papers, lecture, notebooks and resources for prompt engineering: https://github.com/dair-ai/Prompt-Engineering-Guide
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Resources to deepen LLMs understanding for software engineers
this has been a great resource. approachable and great for practitioners. it's frequently updated with new papers and techniques https://www.promptingguide.ai/
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Step-by-Step Guide to building an Anomaly Detector using a LLM
The idea behind prompt engineering is to construct the queries given to the language models to optimise their performance. This helps to guide them to generate the desired output by fine-tuning their response. There is a plethora of research papers out there on different forms of prompt engineering. DAIR.AI published a guide on prompt engineering that you might find useful to get started.
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The Essential Guide to Prompt Engineering for Creators and Innovators
Prompt Engineering Guide
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Getting Started with Prompt Engineering
Let's try to understand what is Prompt Engineering is all about. Here's the quote from Prompt Engineering Guide. DAIR-AI
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Microsoft/promptbase: All things prompt engineering
I found this resource [0] handy for getting a grasp on all the different terms people use (zero/one-shot, tree of thoughts, RAG, etc). It's not super detailed, but was enough for me (a professional developer) to get started on some side projects with Mistral.
[0] https://www.promptingguide.ai/
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OpenAI: Prompt Engineering
There are better guides out there too
- https://www.promptingguide.ai/readings
- https://github.com/dair-ai/Prompt-Engineering-Guide/tree/mai...
- https://github.com/microsoft/promptbase (this one is less of a guide, but is likely the current SoTA)
What are some alternatives?
Awesome-LLMOps - An awesome & curated list of best LLMOps tools for developers
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
ChatGPT3-Free-Prompt-List - A free guide for learning to create ChatGPT3 Prompts
openai-cookbook - Examples and guides for using the OpenAI API
awesome-llm - Awesome series for Large Language Model(LLM)s
Learn_Prompting - Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
megahal - MegaHAL is a learning chatterbot.
BetterChatGPT - An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
discourse-ai
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.