Unlock the potential of generative AI in your applications with Google Cloud's robust database solutions. Discover how AlloyDB, Cloud SQL, Spanner, and more offer built-in integrations with vectors, models, and data. Explore the benefits of fast and powerful vector search, seamless integration with Vertex AI and popular open source tools like LangChain, and direct access to Gemini and other cutting-edge AI models. We'll dive into a real-world generative AI application to understand how it leverages operational data to deliver accurate and relevant responses