LLM vs Chatbot vs Workflow vs AI Agent

📰 Medium · Data Science

Distinguish between LLM, chatbot, workflow, and AI agent to better understand Agentic AI concepts and applications

intermediate Published 26 Aug 2026
Action Steps
  1. Define LLM and its role in natural language processing
  2. Compare chatbot functionality with workflow automation
  3. Distinguish AI agents from other AI-powered tools
  4. Apply Agentic AI concepts to real-world problems
  5. Evaluate the strengths and limitations of each technology
Who Needs to Know This

Data scientists and AI engineers can benefit from understanding the differences between these terms to design and implement more effective Agentic AI systems

Key Insight

💡 LLM, chatbot, workflow, and AI agent are distinct concepts with different applications and capabilities in Agentic AI

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🤖 Understand the differences between LLM, chatbot, workflow, and AI agent to unlock Agentic AI potential

Key Takeaways

Distinguish between LLM, chatbot, workflow, and AI agent to better understand Agentic AI concepts and applications

Full Article

When I first started learning about Agentic AI, I noticed that terms like LLM, chatbot, workflow, and AI agent were often used so loosely… Continue reading on Medium »
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