awesome-llm
Prompt-Engineering-Guide
| awesome-llm | Prompt-Engineering-Guide | |
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| 1 | 83 | |
| 60 | 44,832 | |
| - | 4.3% | |
| 5.6 | 9.7 | |
| 29 days ago | 4 days ago | |
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| Creative Commons Zero v1.0 Universal | MIT License |
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awesome-llm
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Übersicht aller nützlichen Links für ChatGPT Prompt Engineering
KennethanCeyer awesome-llm
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]
awesome-langchain - 😎 Awesome list of tools and projects with the awesome LangChain framework
openai-cookbook - Examples and guides for using the OpenAI API
LLM-Agent-Paper-List - The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
Learn_Prompting - Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
awesome-chatgpt-plugins - An up-to-date collection of ChatGPT plugins and evolvements
BetterChatGPT - An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)
AITreasureBox - 🤖 Collect practical AI repos, tools, websites, papers and tutorials on AI. 实用的AI百宝箱 💎
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
py-chatgpt-discord-bot - Bot ChatGPT for Discord, a lightweight yet powerful tool that allows for customization of temperature, prompts, and more.
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.