<ul><li>There are numerous open-source agentic frameworks available, including LangGraph, Agno, SmolAgents, Mastra, Pydantic AI, and Atomic Agents.</li><li>These frameworks are compared to CrewAI and AutoGen, with a focus on their functionality, design choices, and differences.</li><li>Agentic AI involves building systems around LLMs (Large Language Models) to enable accurate knowledge, data access, and the ability to act using natural language.</li><li>While natural language processing has been used for years in data extraction and processing, the new aspect is empowering LLMs with the capability to handle ambiguity and make dynamic decisions.</li></ul>

Agentic AI: Comparing New Open-Source Frameworks

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