RAG, semantic search, embedding, vector... Find out what the terms used with Generative AI mean!

In this video I explore HOW generative AI works with your data and why terms like retrieval augmented generation (RAG), semantic index, semantic search, vectors and embeddings are so important. 🔎 Looking for content on a particular topic? Search the channel. If I have something it will be there! ▬▬▬▬▬▬ C H A P T E R S ⏰ ▬▬▬▬▬▬ 00:00 - Introduction 00:29 - My typical day and need for information 03:58 - RAG 05:16 - LLM refresher 08:16 - Orchestrators and information to LLMs 12:56 - Semantic index, search, vector, embeddings? 15:26 - Embedding models and creating vector 21:12 - 2 dimensions 23:58 - Semantic search and nearest neighbor 26:31 - Why embeddings and semantic search are so important 27:36 - Summary and close ▬▬▬▬▬▬ K E Y L I N K S 🔗 ▬▬▬▬▬▬ ► Whiteboard: 🔗 https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/RAG.png ► What is ChatGPT 📽️ https://youtu.be/_B3-OtAHzIU ▬▬▬▬▬▬ Want to learn more? 🚀 ▬▬▬▬▬▬ 📖 Recommended Learning Path for Azure 🔗 https://learn.onboardtoazure.com 🥇 Certification Content Repository 🔗 https://github.com/johnthebrit/CertificationMaterials 📅 Weekly Azure Update 🔗 https://youtube.com/playlist?list=PLlVtbbG169nEv7jSfOVmQGRp9wAoAM0Ks ☁ Azure Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nGccbp8VSpAozu3w9xSQJoY ⚙ DevOps Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nFr8RzQ4GIxUEznpNR53ERq 💻 PowerShell Master Class 🔗 https://youtube.com/playlist?list=PLlVtbbG169nFq_hR7FcMYg32xsSAObuq8 🎓 Certification Cram Videos 🔗 https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA 🧠 Mentoring Content 🔗 https://youtube.com/playlist?list=PLlVtbbG169nGHxNkSWB0PjzZHwZ0BkXZZ ❔ Questions? Maybe I answered it in my FAQ 🔗 https://savilltech.com/faq 👕 Cure Childhood Cancer Charity T-Shirt Channel Store 🔗 https://johns-t-shirts-store.creator-spring.com/ 👂 Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature. SUBSCRIBE ✅ https://www.youtube.com/channel/UCpIn7ox7j7bH_OFj7tYouOQ?sub_confirmation=1 #microsoft #azure #johnsavillstechnicaltraining #onboardtoazure #cloud