AI Engineering Fundamentals RAG Tools

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Collection of awesome LLM apps with AI Agents and RAG using OpenAI,...

Harness LLMs with Multi-Agent Programming

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama,...

Large Action Model framework to develop AI Web Agents

Learn AI and LLMs from scratch using free resources

The collaborative spreadsheet for AI. Chain cells into powerful pipelines,...

Learn to build your Second Brain AI assistant with LLMs, agents, RAG,...

The IQ Series is a hands-on learning experience for Microsoft IQ:...

I put all my exploration around AI in reproducible notebooks in this repository

CLI for creating and evolving modular full stack Python applications over...

Practical system design, tools, and hands-on resources for building Gen-AI...

[EMNLP-2024] Build multimodal language agents for fast prototype and production

Technical resources for AI developers to build applications, agents, and...

Circuitron: Agentic PCB Design Accelerator — Generate, plan, and layout...

A collection of AI solutions for oracle.ai

This is a repository for the course "From Beginner to LLM Developer" by Towards AI.

Production-ready Python framework for AI agents with built-in guardrails,...

📚 AI 智能体入门与大模型 LLM 系统实战教程 | 《AI 智能体实战速成指南：从零到企业级落地》 · LangChain / Coze /...

A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (RAG, Agents).

Learning Azure AI with APIM, Semantic Kernel and LangChain.

LLM-RAG-Agent-Tutorial

Production-grade Python toolkit for AI product engineering — LLM gateway,...

Long-form posts on AI, ML, Data Engineering and technology - in...

From Data Engineer to AI Architect: An 8-week open-source curriculum...

AI Alliance Living Guide to Applying AI

Code repository for "Building Agentic AI" by Sinan Ozdemir. Practical...

Mini-Projects using Cutting-Edge AI Frameworks

nano-degree in Agentic AI

AI foundation and trend seminar tutorial with code

Microsoft Foundry Local - Workshop - Build AI apps locally with Foundry...

🚀 Transform your skills with 70 hands-on projects in Generative AI, guiding...

A month-long, open-source AI Agent Hackathon — open to all builders and...

Learn to build powerful AI agents from scratch. This repository contains...

A comprehensive end-to-end tutorial series covering the complete lifecycle...

AI system design guide for engineers building production AI systems and evals.

Step-by-step challenge lab repo to build your custom LLM Deep Researcher...

Complete AI/ML curriculum: From Python basics to production systems. 800+...

This repo contains demo samples on AI agents using Azure OpenAI, Semantic...

This is a golden path (opinionated shortcut) to explore AI from local...

Build, Improve Performance, and Productionize your LLM Application with an...

Inclusive Requirements Elicitation for AI in Libraries to Support Respectful...

BMAD AI/ML Engineering Expansion Pack - Streamlined framework for AI...

Production-grade AI engineering patterns, examples, and best practices for...

Complete AI SDK ecosystem showcasing 10 production-ready SaaS products...

A collection of the the best ML and AI news every week (research, news, resources)

The LLM Agent Critique Platform.

Industrial AI Agents using LLMs

A lightweight Python library that allows any LLM agent to self-improve...

AgentLoom Framework & Research: Building Trustworthy AI Agents Through...

Resources and references on solved and unsolved problems in agentic AI.

This project explores how AI/ML can accelerate insight generation for R&D...

Ailixir is an application that utilises LLMs and custom user input to...

Azure AI workshops

Collection of generative AI projects & applications including: multiple...

Solutions & Material from Oracle AI Vector Search Certification.

A collection of AI tutorials from Dr. Ashish Bamania

Starter kit to deploy LLM agents with memory and RAG using LangChain,...

AWS Certified Generative AI Developer – Professional (AIP-C01) study kit...

🤖 Build AI agents to transform businesses and create powerful software with...

Prototype decision-support dashboard built on the SCSI-SLM EV design insight...

Applied linguistic systems and information architecture for AI in the workplace

A full-stack Python LLMOps platform. Issues and contributions are welcome. ...

AI Demo 项目，一个专门为希望学习和探索人工智能（AI）技术的开发者准备的实战案例集合。

Examples for OpenSymbolic AI Python

Your Cheat Sheet for AI Engineering Interview – Questions and Answers.

Layerz is an Open-Source framework to build AI LLM Workflows and Agents with...

A collection of hands-on labs and projects from the IBM AI Engineering...

AM1 – A personalized web application for conducting DeepResearch with any...

Applied AI and Agentic AI project repository from the IIIT Bangalore PGP...

AI Platform on AWS — Multi-provider gateway, RAG, agents, dashboard. 6...

Labs for agentic AI — covering Azure AI Foundry, Foundry Agent Service,...

🤝 Explore AI-human collaboration theories and frameworks, focusing on...

A complete, structured hub for learning Artificial Intelligence — covering...

A collection of LLM-powered Real-World applications and projects

초급자를 위한 AI Engineer 100일 커리큘럼 — Python부터 RAG까지 + 매일 AI 뉴스 자동 큐레이션

Comprehensive collection of AI concepts, research findings, and practical...

🤖 Build an AI agent to answer document-based questions using LLMs, vector...

Production-ready LLM applications and AI agents built with Python,...

Deliver clear, step-by-step deployment guides for multiple platforms and...

Enable AI models to access, query, and retrieve knowledge using a robust...

马克的技术工作坊 - 视频示例代码

❓ Explore profound questions humanity has pondered, inviting future AI to...

🚀 Enhance industrial operations with safe, observable LLM agents for sectors...

A 120-day intensive sprint of AI Engineering. Building a production-ready,...

A curated collection of practical AI apps built with explainability,...

🤖 Explore dynamic AI solutions and intelligent systems through practical...

A collection of personal AI agents built with the Agno framework.

Comprehensive guide to building production AI agent systems - Scale by...

Evidence-led AI development ecosystem research trails and intelligence...

A collection of AI/ML projects built with Python.

Canonical AI School Website repository: multi-agent RAG educational platform...

Centralised resource on the fundamentals of machine learning

🤖 Build effective AI agents on AWS to enhance automation and improve...

Unified AI Reliability Platform. One install, 12 diagnostic engines....

AI/ML learning: from fundamentals to production RAG and multi-agent systems

A 7-part practical notebook series exploring LLMs, RAG, LangChain, CrewAI,...

🔧 Windows driver updater - Automatic driver detection, download & installation tool

Labs for agentic AI — covering Azure AI Foundry, Foundry Agent Service,...

Spreadsheet AI

Examples of how to use the Laeyerz AI workflow and Agent builder

6-week intence course: build AI agents with OpenAI Agents SDK, CrewAI,...

AI research, intelligent systems, and practical machine learning projects by...

AI Engineering Hub - 93+ production-ready AI projects, tutorials, and...

This repository contains the assignments for the Master's in AI for...

A collection of labs in deep learning and Flutter: CNN-based pneumonia...

Reference architectures and engagement playbooks for production AI deployments

Comprehensive AI-102 (Azure AI Engineer Associate) exam prep. 6 domain study...

Production-grade infrastructure & AI/ML systems portfolio. HashiCorp Nomad...

Hands-on AI/ML Engineer roadmap with weekly deliverables: Python notebooks,...

AI engineering notes and production experiments.

Microsoft Foundry Audit Solution demonstrates agentic workflows for...

Placeholder for future foundry integration

Your one-stop repository for 100% free, high-quality AI certifications...

Environment to explore AI/DL algorithms, with experiments and results. |...

⚡ Open-source testing lab for Laravel AI Docs! Interactively experiment with...

🛡️ Six zero-dependency Python tools for securing AI-powered applications....

Multi-agent LLM system for collaborative book writing inspired by...

A collection of eight production-grade system designs covering MLOps, data...

Pre-prints and research papers on artificial intelligence, large language...

Everything they don't teach you about running AI in production. Real costs,...

Roy: A lightweight, model-agnostic framework for crafting advanced...

Labs for Prompt Engineering, AutoGen, AI Agents, Vibe Coding, GitHub...

Welcome to the Agentic AI Mentorship Program! This repository is designed to...

This repository contains several small example projects and experiments for...

Ethical requirements to ethical user stories

AI Playground is a repository where I document my journey and progress in...

AI CodePlaybook contains a series of POVs for iMelonArt's AI MVP and help...

AI Projects repository! This repository serves as a collection of my latest...

This is a golden path (opinionated shortcut) to explore AI from local...

LLM Workshop Materials

🚀 The Definitive Field Manual for AI Engineering. 12 chapters covering RAG,...

This repository contains practical AI projects applying machine learning...

Flutter AI Agents is a project which Flutter app with Firebase Ai Logic.

A curated portfolio showcasing advanced AI, machine learning, and...

🛠️ Explore hands-on notebooks to master LLMs, RAG, LangChain, CrewAI, and...

GenAI Architect Academy – 70+ Hands-On Projects for Skills Update from Zero...

Humanities Engineering research infrastructure — Artificial Nature Theory & AGI

An interactive periodic table of AI models, tools, frameworks, and concepts...

Comprehensive guide to FastAPI, Pydantic, and SQLAlchemy for AI engineers....

Markdown notes + Jupyter labs (personal learning KB)

An AI engineering project focused on building and evaluating machine...

7 production-ready AI applications showcasing advanced LangChain, LangGraph,...

AI Education Counsel

A growing collection of AI projects exploring LLM, Agents, RAG using...

Discover free AI certifications and courses with our interactive web app....

🐔 Simplify AI orchestration by using agentic systems; spawn subagents like a...

📚 Access updated Amazon MLA-C01 exam questions and practice resources to...

Provide a clear, step-by-step guide to enable Secure Boot with module...

Elevate your skills with hands-on training in GenAI and AI Agents at...

A collection of my personal notes and summaries as I explore the world of...

AI Builder Pro - Production LLM application frameworks, RAG pipelines, and...

🤖 Join the May 2025 Global Agent Hackathon to build innovative AI agents and...

Enterprise LLM adoption portfolio: secure architecture, evals, guardrails,...

Full-stack AI infrastructure - 5 projects from data ingestion to autonomous agents

Modular Python LLM agent framework with RAG, tool use, and multi-provider...

🧠 Structured learning path for developers building AI apps & GenAI solutions...

AI agent implementations using **Phidata** framework.

A complete AI & ML Engineering lab: Python foundations, NumPy, Pandas,...

10-week hands-on GenAI mastery curriculum: Transformers, LLMs, RAG,...

A documentation-first portfolio of my Hugging Face learning journey,...

Frontend fundamentals + AI-powered applications. Learning by building and...

ML portfolio - notebooks spanning classical ML, deep learning, NLP, MLOps,...

📚 DOCS | AI工程技术文档库 | AI Engineering Notes | LLM · RAG · Agent · 部署 · 微调

🤖 Explore hands-on experiments with open-source AI frameworks, showcasing...

AI + Formula 1 = 🔥🧑‍💻

🎯 Explore AngleLab, an end-to-end system for generating and refining ideas...

For AI beginner

A small demo web platform for marketing the course

The World Model is a framework to train agiens to understand and engineer...

This repository is dedicated to the daily research and practical application...

Repo from AWS GenAI workshop—build cost-efficient agentic LLM systems using...

A 10-week intensive bootcamp focused on building production-ready AI agent...

Provide free, open access to comprehensive AI tools, guides, reviews, and...

IBM AI & Cloud Internship Final Project – Agentic AI for Personalized Course Pathways

Prototype of my DreamNest app for personal dream exploration. Build for the...

This repository contains my personal documentation and learning journey...

📋 Website SOPs - Standard operating procedures for web development

🤗Archive of follow-along notebooks and demos, with additional trials.

Amazon MLA-C01 Exam cleared in the first attempt with updated exam questions...

Zero to Hero Hackathon Local Agent

Learn Artificial Intelligence by Building LLM apps and enhancing them with...

This project explores architectures that enable intelligent, autonomous...

🦇 Ultimate batch file collection - Essential Windows automation scripts & utilities

A complete roadmap to become an AI/LLM Engineer in 2026. Free & paid...

:star: Collection of awesome LLM apps with AI Agents and RAG using OpenAI,...

A repo consisting of all the different RAG and Agentic AI implementatins

A collection of hands-on Agentic AI projects exploring LLM agents, RAG, and...

10‑day hands‑on bootcamp: AI‑assisted development with GitHub Copilot —...

This repository showcases a collection of innovative projects by Charan H U,...

Hands-on training (July 2025) at Sathyabama Univ on GenAI & AI Agents. Learn...

AI MindMap generator

Developing AyaFestPe, A Multi-lingual and Multi-cultural Festival Exploration Guide

A practical checklist for shipping agentic AI workflows safely to production

Building AI systems from first principles, focusing on retrieval,...

Vendor Contracts GenAI Solution

A practical AI engineering guide for backend developers — from LLM basics to...

A structured learning path from foundational concepts to advanced...

This is a golden path (opinionated shortcut) to explore AI from local...

🧠 Hands-on AI Engineering roadmap: LLM Foundations, Prompt Patterns, RAG,...

BoxLang AI Docs

A book for teaching Physical AI and Humanoid Robots

Agentic AI + LLM systems portfolio (RAG, tool use, automation, deployments)

20-day intensive AI/ML roadmap covering Machine Learning, Deep Learning,...

InCA: In-context Continual Learning Assisted by an External Continual Learner

all in AI

AI PM Portfolio — RAG Microbuild Ladder (PM-first): citations, reranking,...

Project-based DP-100 study toolkit with reproducible Azure ML workflows,...

My notes from Full Stack AI with Python Course from Udemy : by Hitesh...

Practical use cases and experiments with open-source AI frameworks for...

🧠 Collection of Neural Networks labs: practical code implementations...

Repository for the Enterprise Architecture and Digital Transformation (TDSE)...

To help us learn more about AI while solving some useful problems

Simplifying Security with Local AI Agents

An experimental platform for technical users to explore various AI concepts...

🐍 Python best practices guide 2025 - Modern coding standards, patterns &...