Retrieval-Augmented Generation (RAG)

13 videos across 7 channels

Retrieval-Augmented Generation (RAG) blends language models with external data sources to produce up-to-date, claim-backed responses. In the videos, practitioners explore how RAG shifts SEO and brand strategy toward building high-quality content, strong citations, and trustworthy knowledge bases, while balancing off-page signals and on-page signals. They also demonstrate practical implementations—from AI-supported customer help desks to AI-friendly content pipelines and validation techniques—emphasizing data safety, verifiability, and measurable impact across AI-driven search and support ecosystems.

Big Projects Always Fail... Anthropic Is Fixing That thumbnail

Big Projects Always Fail... Anthropic Is Fixing That

The video explains how to scale AI agents for large codebases by moving beyond Rag-based retrieval to filesystem-oriente

00:14:07
Google Says GEO Doesn’t Exist… Here’s What They’re Not Telling You thumbnail

Google Says GEO Doesn’t Exist… Here’s What They’re Not Telling You

The video analyzes Google's guidance on optimizing for generative AI and how it relates to SEO, debunking myths and sepa

00:16:15
The Rise Of SLMs In 2026 | Future Of SLMs In AI Deployment  | SLMs vs LLMs Explained | Simplilearn thumbnail

The Rise Of SLMs In 2026 | Future Of SLMs In AI Deployment | SLMs vs LLMs Explained | Simplilearn

The webinar explains small language models (SLMs), how they differ from larger models, when to use them (including hybri

01:16:22
RAG vs Fine Tuning vs Prompt Engineering: Use Cases And Key Differences Explained | Simplilearn thumbnail

RAG vs Fine Tuning vs Prompt Engineering: Use Cases And Key Differences Explained | Simplilearn

The video introduces three core AI customization techniques—prompt engineering, retrieval-augmented generation (RAG), an

00:25:32
How AI Search Engines Work | 1.1. AEO Course by Ahrefs thumbnail

How AI Search Engines Work | 1.1. AEO Course by Ahrefs

The video explains how AI search works by combining training data with real-time web retrieval, and how fanout queries e

00:08:33
Master Notebooklm In 40 Minutes | How To Use Notebooklm | Notebooklm Tutorial | Simplilearn thumbnail

Master Notebooklm In 40 Minutes | How To Use Notebooklm | Notebooklm Tutorial | Simplilearn

Notebook LM Ultra is presented as an AI-powered workspace that organizes, analyzes, and generates across diverse workflo

00:37:14
GEO? AEO? LLMO? What's with all this AI SEO stuff? | Patrick Stox thumbnail

GEO? AEO? LLMO? What's with all this AI SEO stuff? | Patrick Stox

The video is a deep dive into how AI powered search is changing SEO, with practical takeaways on where to focus efforts,

01:25:40
How to Improve LLM Visibility | Ryan Law thumbnail

How to Improve LLM Visibility | Ryan Law

The webinar presents practical strategies to improve brand visibility in AI and LLM outputs, emphasizing off-page mentio

01:23:39
Patrick Stox: GEO? AEO? LLMO? What's With All This AI SEO Stuff?| Ahrefs Evolve 2025 thumbnail

Patrick Stox: GEO? AEO? LLMO? What's With All This AI SEO Stuff?| Ahrefs Evolve 2025

The talk argues that AI is transforming search and marketing beyond traditional SEO, stressing a human plus AI approach,

00:26:44
How to Rank in AI Search in 2026 (ChatGPT, AI Overviews, and more) thumbnail

How to Rank in AI Search in 2026 (ChatGPT, AI Overviews, and more)

AI-driven search is reshaping how brands appear and are discovered, shifting emphasis from ranking on search results to

00:12:06
STOP. Using AI Right now thumbnail

STOP. Using AI Right now

The video blends a hands on look at pushing consumer hardware for AI and GPU projects with a humor filled dive into self

00:26:14