Dapr Agents Quickstarts

Build LLM-powered autonomous agentic applications using Dapr Agents and run them with Catalyst. Dapr Agents is a framework for creating AI agents that can execute tasks, make decisions, and collaborate through workflows, while leveraging Dapr's distributed systems capabilities for reliable execution at scale.

Start here

Quickstarts

• Quickstart

Tutorials

• Durable agent
• Multi-agent workflow
• Multi-agent orchestrator

Secure it

• Access policies

Learn hands-on

🎓Durable Execution & Dapr University · Learn this hands-onDapr Agents: Build LLM-powered intelligent applications with tools and workflowsBuild intelligent agents with custom tool calls, MCP integration, and multi-agent collaboration.Intermediate45 minPythonStart the track →🎓Durable Execution & Dapr University · Learn this hands-onDapr Agents - Fix Outdated Agent AnswersGive agents live web results with Tavily so they stop answering from stale training data.Intermediate30 minPythonStart the track →

Take it to production

• Run your agent on your cluster with Deploy to Kubernetes.
• Watch runs, token use and failures in Operate agents.
• Cap what an agent can spend with token budgets.