Building autonomous AI agents with LangGraph.

[First edition].

[Birmingham, United Kingdom] : Packt Publishing, [2024]

1 online resource (1 video file (3 hr.)) : sound, color.

Access is available to the Yale community.

Access restricted by licensing agreement.

Embark on a detailed journey into AI agent development with our comprehensive course. We begin with an introduction to the course structure and setting up your development environment. You'll explore AI agents' characteristics, use cases, and learn to build your first AI agent using the OpenAI API with step-by-step demonstrations. Next, delve into the innovative LangGraph framework, understanding its core concepts and how it simplifies AI agent creation. You'll build a simple agent and enhance it with additional tools, memory capabilities, and interactive features. The course emphasizes practical applications through demos and coding sessions to reinforce learning. The course culminates in a capstone project where you develop a sophisticated AI financial report writer agent. This hands-on project integrates all the skills you've learned, from setting up agent states and prompts to adding functional nodes, optimizing performance, and incorporating a graphical user interface. By the end, you'll have a robust understanding of AI agent development and practical experience in building agents for real-world tasks.

Images / Online / Video & Film

English

October 08, 2024

Paulo Dichone, instructor.