microsoft/generative-ai-for-beginnersGitHub
When you want a structured beginner course for generative AI covering prompt engineering and LLM concepts.
21 Lessons, Get Started Building with Generative AI
- 118.5k
- Jupyter Notebook
- MIT
active2mo ago
dair-ai/Prompt-Engineering-Guide Alternatives
LLM learning resources / prompt engineering
A comprehensive open-source guide with papers, lessons, notebooks, and resources for prompt engineering, context engineering, RAG, and AI agents.
Drop-in peers
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
patchy631/ai-engineering-hubGitHub
When you want in-depth tutorials on LLMs, RAGs, and AI agents with practical notebooks.
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
- 37.5k
- Jupyter Notebook
- MIT
active30d ago
rohitg00/ai-engineering-from-scratchGitHub
When you want a from-scratch curriculum for AI engineering including prompts and agents.
Learn it. Build it. Ship it for others.
- 54.5k
- Python
- MIT
active1mo ago
liyupi/ai-guideGitHub
When you want a comprehensive AI guide (in Chinese) covering prompts, agents, and practical tools.
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站
- 19.1k
- JavaScript
- none
active2mo ago
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
NirDiamant/GenAI_AgentsGitHub
When you need a focused tutorial set on AI agents rather than a broad prompt engineering guide.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
- 23.9k
- Jupyter Notebook
- NOASSERTION
active2mo ago
NirDiamant/agents-towards-productionGitHub
When you need code-first examples specifically for production-grade agents.
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
- 21.3k
- Jupyter Notebook
- NOASSERTION
active2mo ago
humanlayer/12-factor-agentsGitHub
When you want a set of principles for building production LLM software, a narrower take.
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
- 26.3k
- TypeScript
- NOASSERTION
slowing1.1y ago
NirDiamant/RAG_TechniquesGitHub
When you want focused tutorials on advanced RAG techniques only.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
- 29.2k
- Jupyter Notebook
- NOASSERTION
active2mo ago
bojieli/ai-agent-bookGitHub
When you want an in-depth book on AI agent design and engineering, a focused alternative.
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
- 40.8k
- Python
- Apache-2.0
active2mo ago
Listed as an alternative to
These projects were analysed and named Prompt-Engineering-Guide among their alternatives. The relationship is not symmetric — how Prompt-Engineering-Guide rates them is a separate judgement, made when Prompt-Engineering-Guide is analysed in its own right.
microsoft/generative-ai-for-beginnersGitHub
calls Prompt-Engineering-Guide “Use when you need a deeper, more focused prompt-engineering guide rather than a broad GenAI overview.”
21 Lessons, Get Started Building with Generative AI
118.5kJupyter Notebookactive
patchy631/ai-engineering-hubGitHub
calls Prompt-Engineering-Guide “Choose for a focused reference on prompt/context engineering with papers and notebooks, if you need a knowledge base rather than projects.”
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
37.5kJupyter Notebookactive
NirDiamant/GenAI_AgentsGitHub
calls Prompt-Engineering-Guide “Choose this for in-depth prompt/context engineering fundamentals, with agents as a secondary topic.”
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
23.9kJupyter Notebookactive
rohitg00/ai-engineering-from-scratchGitHub
calls Prompt-Engineering-Guide “choose for deep coverage of prompting/RAG/agents as a reference, not a complete curriculum.”
Learn it. Build it. Ship it for others.
54.5kPythonactive
AccumulateMore/CVGitHub
calls Prompt-Engineering-Guide “when you need deep prompt/RAG/agent guidance rather than the seed's general DL notes.”
✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】
23.7kJupyter Notebookactive
NirDiamant/agents-towards-productionGitHub
calls Prompt-Engineering-Guide “When you need an in-depth reference on prompt/context engineering that underpins agents, not a full production walkthrough.”
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
21.3kJupyter Notebookactive
liyupi/ai-guideGitHub
calls Prompt-Engineering-Guide “Choose when your focus is prompt/context/RAG engineering only and you don't need the wider tooling or vibe-coding coverage.”
程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站
19.1kJavaScriptactive
luhengshiwo/LLMForEverybodyGitHub
calls Prompt-Engineering-Guide “Choose to specialise in prompt/context/RAG engineering; it skips model training and interview prep.”
每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈
7.4kJupyter Notebookactive