LLM vs Chatbot vs Workflow vs AI Agent

📰 Medium · LLM

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 LLM capabilities
  3. Design a workflow that integrates AI agents and LLMs
  4. Evaluate the differences between AI agents and chatbots in terms of autonomy and decision-making
Who Needs to Know This

Developers, product managers, and AI engineers can benefit from understanding the differences between these terms to design and implement effective Agentic AI systems

Key Insight

💡 LLMs, chatbots, workflows, and AI agents are distinct concepts that serve different purposes in Agentic AI, and understanding their differences is crucial for successful implementation

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🤖 Understand the differences between LLM, chatbot, workflow, and AI agent to build effective Agentic AI systems

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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