Best 5 Frameworks To Build Multi-Agent AI Applications
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The post discusses the top five frameworks for building multi-agent AI applications, detailing how these frameworks help in creating AI agents equipped with memory, knowledge, tools, and reasoning abilities. It covers the basic structure of AI agents and showcases step-by-step guides to build and deploy them using frameworks such as Phidata, OpenAI Swarm, CrewAI, Autogen, and LangGraph. The advantages, key features, and limitations of these frameworks are highlighted along with specific examples of enterprise use cases and practical coding instructions.
Table of contents
What is an Agent?Why Use Multi-Agent AI Frameworks?Basic Structure of an AgentEnterprise Use Cases of Multi-AgentsLimitations of AI AgentsTop 5 Multi-Agent AI Frameworks1. Phidata2. OpenAI Swarm3. CrewAI5. LangGraphWhat’s Next?Sort: