How Real AI Systems Use Embeddings (6 Practical Examples + 2 Bonuses)

Description

Embeddings aren’t just vectors — they’re the backbone of modern AI systems. In this video, we break down 6 practical ways embeddings are used in real-world projects, plus 2 bonus use cases you’ll see in production systems. You’ll learn how embeddings power: 🔍 Semantic Search 🎯 Recommendations 🧩 Clustering 🚨 Anomaly Detection 🧠 Machine Learning Features 📚 RAG (Retrieval-Augmented Generation) If you’re building AI apps, recommendation systems, or LLM-powered products, this video will show you where embeddings actually matter — beyond toy demos. CHAPTERS: 0:00 - Real-World Uses Cases of Embeddings Intro 0:28 - Use Case 1 0:55 - Use Case 2 1:23 - Use Case 3 1:48 - Use Case 4 2:14 - Use Case 5 2:54 - Use Case 6 3:38 - Bonus 1 4:05 - Bonus 2 #Embeddings #AIEngineering #SemanticSearch #RecommendationSystems #RAG #MachineLearning #VectorSearch #AIApplications #LLM #AIProjects #DataScience #aidevelopment