Building Scalable AI Agents with Ray
Offered By: Anyscale via YouTube
Course Description
Overview
Explore the development of scalable AI agents in this Ray Summit 2024 presentation by Guyang Song and Qixiang Chen from Ant Group. Learn about Ragent, a novel framework addressing the need for scalability, distribution, and production-ready solutions in agent applications. Discover how Ray's distributed computing capabilities provide an ideal foundation for AI agent development. Gain insights into Ant Group's unified agent framework built on Ray, featuring distributed workflows and agents powered by Ray Core, agent deployment via Ray Serve, and integration with popular tools like Langchain, AutoGen, and MetaGPT. Understand the importance of scalability in multi-agent scenarios and how Ragent offers a robust solution for the evolving landscape of AI applications. Ideal for developers and organizations seeking to leverage AI agents at scale in their projects.
Syllabus
Building Scalable AI Agents with Ray | Ray Summit 2024
Taught by
Anyscale
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