rohitg00/ai-engineering-from-scratch
This repository offers a comprehensive, hands-on curriculum (503 lessons across 20 phases) for building AI systems from scratch, covering math to autonomous agents, using Python, TypeScript, Rust, ...
Awesome AI Agents › Educational & Learning Agents
microsoft/ai-agents-for-beginners
The project "AI Agents for Beginners" by Microsoft is a comprehensive educational course designed to teach individuals how to build AI agents from scratch. It consists of 10 detailed lessons that cover all the fundamental concepts and practical skills needed to start developing AI agents. The course is structured to allow learners to start at any lesson they prefer, making it flexible and accessible for beginners. Each lesson includes written content, video tutorials, and Python code samples that utilize Azure AI Foundry and GitHub Model Catalogs for interacting with language models. The course emphasizes practical learning with code examples that can be run by forking the repository. The project supports multiple languages, including English, Chinese (Simplified, Traditional, Hong Kong), French, Japanese, Korean, Portuguese (Brazilian), Spanish, German, Persian, Polish, and Hindi, making it accessible to a global audience. It leverages several Microsoft AI frameworks and services such as Azure AI Agent Service, Semantic Kernel, and AutoGen to provide a robust learning experience. The lessons cover a wide range of topics including an introduction to AI agents and their use cases, exploration of AI agentic frameworks, understanding agentic design patterns, tool use design patterns, agentic retrieval-augmented generation (RAG), building trustworthy AI agents, and planning design patterns. Each lesson is supplemented with additional resources for extended learning. The repository encourages community involvement by inviting users to raise issues or create pull requests for improvements. It also provides a Discord community for support and discussion. Overall, this project is an excellent resource for anyone interested in learning about AI agents, offering a well-rounded curriculum with practical examples and community support.
https://github.com/microsoft/ai-agents-for-beginners
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