denniszielke/ai-agents-workshop
📚 Tutorialdenniszielke
A comprehensive hands-on workshop for building AI agents using LangChain, LangGraph, LlamaIndex, and Semantic Kernel.
This repository offers a deep dive into the architecture and implementation of AI agents. It moves beyond theoretical concepts by providing actionable code samples and exercises that demonstrate how to leverage modern orchestration frameworks. Developers will explore how to build autonomous agents using LangGraph for stateful workflows, LlamaIndex for RAG-based data retrieval, and Semantic Kernel for enterprise-grade integration. The workshop is specifically tailored for those working within the Azure ecosystem, highlighting how to deploy these agents effectively. By following the modular structure, users can learn to handle tool calling, memory management, and agentic planning, making it an essential resource for transitioning from simple LLM wrappers to sophisticated, goal-oriented AI agents.
💡Highlights
- ├─Covers LangGraph & Semantic Kernel
- ├─Azure-focused agent deployment
- └─Hands-on RAG & orchestration
🎯For
- ├─AI Engineers
- └─Software Developers