Modernizing Website Search with Generative AI and Vertex AI

Is your website's search bar failing to help users find what they actually need? Traditional keyword search often misses the intent behind user queries, leading to frustration and abandoned sessions. In this course, you will learn how to modernize any website by implementing intelligent, conversational search experiences powered by generative AI. You will discover how to leverage cloud-based AI tools to ingest content, understand user intent, and deliver precise answers instead of just a list of links. What you'll learn: - Understand the core concepts of semantic search versus traditional keyword search - Configure Vertex AI Search to index web pages and unstructured documents - Apply basic prompt engineering to customize AI-generated search summaries - Implement retrieval-augmented generation patterns for accurate website Q&A - Design modern, conversational search interfaces that improve user engagement - Test and optimize search relevance using cloud-based evaluation tools We begin with foundational definitions of generative AI and search technology before moving step-by-step through data preparation, search engine configuration, and frontend integration. You will practice these concepts through clear written explanations, code snippets, and structured design exercises. This course is designed for web developers, content creators, and product managers who want to upgrade their website search experience. No prior background in machine learning or cloud architecture is required. Start modernizing your website's user experience with the power of generative AI today.