EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 05 · Lesson 17LearnPython1.3 h29 lessons in phase

Chatbots — Rule-Based to Neural to LLM Agents

ELIZA replied with pattern matches. DialogFlow mapped intents. GPT answered from weights. Claude runs tools and verifies. Each era solved the previous one's worst failure.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 05NLP — Foundations to Advanced. Use the previous / next cards below to keep browsing the phase.