关于Agentic AI的一些总结和思考

引用Google Gemini的释义：
Agentic AI frameworks are software toolkits that provide structure, components, and protocols for building autonomous AI agents that can reason, plan, and act to achieve goals, streamlining development with features like memory, tool integration (APIs), and multi-agent orchestration, with popular examples including AutoGen, CrewAI, LangGraph, and Semantic Kernel, enabling complex automation beyond simple prompts. 
Core Components & Capabilities

• Planning & Reasoning: Breaking down tasks, selecting tools, tracking progress.
  
• Autonomy: Operating independently, adjusting strategies.
  
• Memory: Retaining context and past actions for better reasoning.
  
• Tool Integration: Accessing external APIs, databases, and systems.
  
• Multi-Agent Orchestration: Coordinating multiple agents for complex workflows.
  
• Human-AI Interaction: Interfaces for feedback and oversight. 
  

这里其实应该先看一下GenAI和AgenticAI的区别

GenAI 解决“生成什么”，Agentic AI 解决“为了目标要做什么、下一步做什么”。

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