Build a RAG‑Powered AI Chatbot from Scratch
A Complete Step‑by‑Step Tutorial for Developers

By Theo Grant / June 20, 2026

Here's a detailed HTML article outline for a hands‑on AI tutorial, designed for aiinactionhub.
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Article Outline – AI Tutorial

Step-by-step workflows for automating content, email, social media, and research with AI agents.

Learn how to combine LLMs with your own data using Retrieval‑Augmented Generation — no black boxes, just working code.

1. Why RAG? — Understanding the “Why” Before the “How”

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Step-by-step workflows for automating content, email, social media, and research with AI agents.

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