AI · 1h ago
RAG vs. AI Agents: Why Confusing Them Hurts Your AI Design
RAG retrieves external knowledge to improve LLM answers but cannot take actions like sending emails or executing code. AI agents reason, plan, and use tools to complete multi-step tasks autonomously. Understanding the distinction is critical for choosing the right architecture.
Meridian48 take
The article rightly clarifies a common confusion, but the real challenge is building agents that reliably execute complex workflows without hallucination.
ragai-agents