Building AI Apps with LLMs

Embeddings & RAG

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Explore the idea

What Are Embeddings?

Opening your lesson…

Opening your space…

IN THIS LESSON

YOU’RE LEARNING TO

↗learner can explain what an embedding is and how cosine similarity measures semantic relatedness

↗learner can generate embeddings with the OpenAI API

↗learner can build a simple semantic search over a document collection

↗learner can describe the retrieval-augmented generation (RAG) pipeline and its benefits