Prompt-Engineering-Guide
prompt-engineering
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9 days ago | 12 months ago | |
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MIT License | MIT License |
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Prompt-Engineering-Guide
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Top Open Source Prompt Engineering Guides & Toolsπ§ποΈπ
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)
prompt-engineering
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Enhancing AI Interaction: A Guide to Prompt Engineering
DeepLearning.AI Prompt engineering Learn Prompting
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Prompt course on Udemy
For engineers in the context of prompt engineering, there are a few decent options, like ChatGPT Prompt Engineering for Developers - DeepLearning.AI for example. But it seems you didn't ask for that.
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The Rise of Copilot: Is Syntex Becoming Obsolete?
ChatGPT Prompt Engineering for Developers: https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/
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Is ChatGPT4 worth the money? Or does it tiptoe around "sensitive" topics Iike 3.5 does?
ChatGPT Prompt Engineering for Developers - DeepLearning.AI
- Short courses: ChatGPT prompt engineering (1 hour) π
- Is chatgpt pro still worth it?
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Wow! Refactoring with JetBrains AI Assistant
Ideally, anyone interested in should take a course of prompt engineering to learn how to use assistant properly (for example here) as to make full use of the increased productivity.
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prompt-engineering VS chatgpt.js - a user suggested alternative
2 projects | 5 Jul 2023
- ChatGPT tells me that "im bullsh*t"
What are some alternatives?
langchain - β‘ Building applications with LLMs through composability β‘ [Moved to: https://github.com/langchain-ai/langchain]
turbopilot - Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
openai-cookbook - Examples and guides for using the OpenAI API
vocode-python - π€ Build voice-based LLM agents. Modular + open source.
BetterChatGPT - An amazing UI for OpenAI's ChatGPT (Website + Windows + MacOS + Linux)
Learn_Prompting - Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
prompt-engineering - Tips and tricks for working with Large Language Models like OpenAI's GPT-4.
awesome-chatgpt - π§ A curated list of awesome ChatGPT resources, including libraries, SDKs, APIs, and more. π Please consider supporting this project by giving it a star.
telegram-chatgpt-concierge-bot - Interact with OpenAI's ChatGPT via Telegram and Voice.
awesome-chatgpt-prompts - This repo includes ChatGPT prompt curation to use ChatGPT better.
llama.go - llama.go is like llama.cpp in pure Golang!