RAG - Educational breakdown distinguishing chatbots from true A...

Educational breakdown distinguishing chatbots from true AI agents through progression stages: LLM → RAG → Tools/APIs.

Updated: 5/30/2026
Most people say they're building an "AI Agent." They're usually building a chatbot. Here's the actual progression 👇 Stage 1 → LLM 🧠 Predicts the next token. Stage 2 → + RAG 📚 Can read your documents before answering. Stage 3 → + Tools 🔧 Can take actions. APIs. https://t.co/mZrb26QcYr Source: https://x.com/LearnWithBrij/status/2060706319326421216

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