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The Tech Journey with Keith Elliott
Keith Elliott
8 episodes
6 days ago
Welcome to "The Tech Journey with Keith Elliott"! This channel is where developers, tech leaders, and entrepreneurs come to gain practical insights on the latest trend in technology like AI, overcoming career challenges, and running successful technology firms. Expect engaging discussions on breaking into the tech industry, building credibility with your tech colleagues, leadership strategies, and consulting advice. Whether you're coding, leading a team, or starting your own firm, this channel will help you succeed in the fast-paced world of technology. You can find my at keithelliott.me
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Technology
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All content for The Tech Journey with Keith Elliott is the property of Keith Elliott and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Welcome to "The Tech Journey with Keith Elliott"! This channel is where developers, tech leaders, and entrepreneurs come to gain practical insights on the latest trend in technology like AI, overcoming career challenges, and running successful technology firms. Expect engaging discussions on breaking into the tech industry, building credibility with your tech colleagues, leadership strategies, and consulting advice. Whether you're coding, leading a team, or starting your own firm, this channel will help you succeed in the fast-paced world of technology. You can find my at keithelliott.me
Show more...
Technology
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Understanding Retrieval-Augmented Generation (RAG): How It Works and When to Use It
The Tech Journey with Keith Elliott
25 minutes 33 seconds
11 months ago
Understanding Retrieval-Augmented Generation (RAG): How It Works and When to Use It

In this video, we dive into Retrieval-Augmented Generation (RAG), a powerful method for enhancing AI with access to external data sources. We’ll explore how RAG works, why it’s valuable, and when to use it compared to fine-tuning models. You’ll gain a clear understanding of RAG’s benefits, how it complements large language models, and when it’s best to use both RAG and fine-tuning for robust AI solutions. Perfect for AI enthusiasts, tech professionals, or anyone curious about advanced AI applications!


Key Points Covered:

• What is Retrieval-Augmented Generation (RAG)?

• How RAG systems work with external data

• The differences between RAG and fine-tuning

• Examples of RAG applications in business and AI workflows

• When to combine RAG with fine-tuning for the best results


Subscribe for more approachable insights into AI and NLP techniques. Check out more content at keithelliott.me and follow on social!

The Tech Journey with Keith Elliott
Welcome to "The Tech Journey with Keith Elliott"! This channel is where developers, tech leaders, and entrepreneurs come to gain practical insights on the latest trend in technology like AI, overcoming career challenges, and running successful technology firms. Expect engaging discussions on breaking into the tech industry, building credibility with your tech colleagues, leadership strategies, and consulting advice. Whether you're coding, leading a team, or starting your own firm, this channel will help you succeed in the fast-paced world of technology. You can find my at keithelliott.me