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The Hidden Foundation of GenAI
GenAI Basics - Embeddings
Intro to the GenAI Track: Practical Foundations for Data Engineers (0:24)
Embeddings in Action: Playground, Search, and RAG (1:46)
Hands-On with Embeddings: Comparing Text Similarity (2:27)
Understanding Similarity: From Angles to Embedding Scores (2:13)
Text Structure vs. Meaning: Understanding Embedding Scores (2:22)
Why Your Embedding Model Matters (A Lot) (2:33)
Understanding Tokens: From Text to Vectors to Cost (3:42)
Embedding Walkthrough: Real Data in Semantic Search and RAG Pipelines (4:19)
That’s It, you Know Enough to Build (0:47)
Hands-On with Embeddings: Comparing Text Similarity
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