Vector Search and Embeddings

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.

• Explain vector search processes and key technologies
• Build semantic search with vector embeddings using Vertex AI
• Explore AI agents and Retrieval-Augmented Generation to reduce hallucinations
• Create a hybrid search engine using Vertex AI