Vector Search and Embeddings

About this course

Explore AI-powered search technologies, tools, and applications in this course. Learn semantic search utilizing vector embeddings, hybrid search combining semantic and keyword approaches, and retrieval-augmented generation (RAG) minimizing AI hallucinations as a grounded AI agent. Gain practical experience with Vertex AI Vector Search to build your intelligent search engine.

What you will learn

• Explain vector search processes and key technologies.
• Construct semantic search using vector embeddings with Vertex AI Vector Search.
• Explore grounded agents and retrieval-augmented generation (RAG) to mitigate AI hallucinations.
• Create a hybrid search engine with Vertex AI Vector Search.