Prompt-Engineering-Guide
Awesome-LLMOps
Prompt-Engineering-Guide | Awesome-LLMOps | |
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83 | 9 | |
43,924 | 3,055 | |
2.3% | 7.5% | |
9.7 | 8.0 | |
8 days ago | about 1 month ago | |
MDX | Shell | |
MIT License | Creative Commons Zero v1.0 Universal |
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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)
Awesome-LLMOps
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LLM Obervability Platform
Thanks for the awesome product. I found your project from https://github.com/tensorchord/Awesome-LLMOps
- A Summary of LLMOps
- [P] Awesome LLMOps: An awesome & curated list of the best LLMOps tools for developers.
- Awesome LLMOps List
- Awesome LLMOps
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Übersicht aller nützlichen Links für ChatGPT Prompt Engineering
tensorchord Awesome-LLMOps
- LLMOps projects list
- Awesome-LLMOps repo
- Open Source MLOps/LLMOps List
What are some alternatives?
langchain - ⚡ Building applications with LLMs through composability ⚡ [Moved to: https://github.com/langchain-ai/langchain]
openai-python - The official Python library for the OpenAI API
openai-cookbook - Examples and guides for using the OpenAI API
awesome-llm - Awesome series for Large Language Model(LLM)s
BetterChatGPT - An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)
Surfer - ChatGPT Web Surfer Plugin
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
AiTreasureBox - 🤖 Collect practical AI repos, tools, websites, papers and tutorials on AI. 实用的AI百宝箱 💎
Learn_Prompting - Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
awesome-open-gpt - Collection of Open Source Projects Related to GPT,GPT相关开源项目合集🚀、精选🔥🔥
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.
Awesome-Prompt-Engineering - This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc