Workshop: building agents and multi-agent systems with AgentWorkflow in LlamaIndex скачать в хорошем качестве

Workshop: building agents and multi-agent systems with AgentWorkflow in LlamaIndex

In this comprehensive, step-by-step workshop originally delivered at ODSC's AI Builders Summit, Laurie Voss walks you through LlamaIndex's features for building agents and multi-agent systems. First we walk you through using AgentWorkflow, a high-level construct for building agents and multi-agent systems. Then we drop down one level to Workflows, the building blocks of multi-agent systems in LlamaIndex, and build a multi-agent system from scratch. The full list of topics covered includes: Introduction: What is LlamaIndex? Why should you use it? AgentWorkflow Connecting to an LLM Creating an agent tool Creating a single agent using AgentWorkflow Adding state management Streaming events and output Getting human-in-the-loop input Building a multi-agent system using AgentWorkflow Workflows Creating a basic Workflow Visualizing Workflows Multi-step workflows Looping Branching Concurrent events Streaming Workflow events Building a multi-agent system from Workflows from scratch Adding self-reflection Full notebook here: https://colab.research.google.com/dri...