This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
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Machine Learning Systems: Foundations, Scaling, Agentic AI, and Physical AI (Vols I–IV) • Harvard CS249r | https://mlsysbook.ai
- artificial-intelligence
- cloud-ml
- computer-systems
- courseware
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
If you want to become good at AI engineering & system design, join this newsletter 👇
- computer-science
- interview-questions
- software-engineering
- system-design
Notes of the book System Desgin Interview - An Insider's Guide
💅🏻 ⚒ A collection of awesome design systems
- awesome-list
- design-systems
- pattern-library
- ui-library
TranslatedList of personally collected books PDF download Baidu Cloud e-book download
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
A curated list of amazingly awesome open source sysadmin resources inspired by Awesome PHP.
TranslatedChinese translation of 《Designing Data-Intensive Application》 (DDIA), 1st edition / 2nd edition
System design interview for IT companies
Community guide to securing and improving privacy on macOS.
🚀 A curated collection of AI engineering resources, roadmaps, tools, and projects covering LLMs, RAG, AI Agents, MCP, fine-tuning, evaluations, and production AI systems.
- agentic-ai
- ai-agents
- ai-engineering
- ai-projects
How to Make a Computer Operating System in C++
Best Practices on Recommendation Systems
- machine-learning
- recommender
- ranking
- deep-learning
TranslatedHealthy learning until age 150 - An incomplete guide to tuning the human system
End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.
TranslatedA curated list of awesome things related to HarmonyOS. Huawei HarmonyOS operating system.
- huawei
- harmonyos
- os
- operating-system
These are the best resources for System Design on the Internet
- cache
- fault-tolerance
- scalability
- system-design
TranslatedAISystem mainly refers to AI systems, covering the full stack of underlying AI technologies, including AI chips, AI compilers, and AI inference and training frameworks
- ai
- mlsys
- aiinfra
- aisys
Writing an OS in Rust
- kernel
- rust
- operating-system
- x86-64
🌟 Curated design resources from all over the world.
- design
- ui
- ux
- creative
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
- machine-learning
- machine-intelligence
- artificial-intelligence
- reinforcement-learning
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.