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

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⏱ 1 min read Jun 20, 2026 By Theo Grant
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Last updated: August 21, 2026
Here’s a detailed HTML article outline for a hands‑on AI tutorial, designed for aiinactionhub. Article Outline – AI Tutorial

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

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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Editor’s Pick: vector database for storing and querying your chatbot’s knowledge efficiently.

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Theo Grant
Written byTheo Grant

Theo Grant explores real-world AI applications, automation workflows, and hands-on tutorials at AI In Action Hub. Theo breaks down complex AI concepts into practical guides that help professionals and creators leverage AI in their daily work.

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