Generative AI agents have emerged as the leading architecture for implementing complex application functionality. Tools are the way that agents access the data and systems they need. But building and deploying tools at scale brings new challenges. Learn how MCP Toolbox for Databases, an open source server for gen AI tool management, enables platforms like LangGraph and Vertex AI to easily connect to enterprise databases.

Join our technical session delving into the innovative world of vector search and its pivotal role in generative AI app development. We’ll showcase the latest breakthroughs in query algorithms that leverage research insights from a decade of building vector search at Google scale. We’ll provide an in-depth exploration of the latest algorithms for vector search on AlloyDB and offer a glimpse into the future. Enterprise data is the key to gen AI and in this session we'll help you understand how to achieve the scale needed for critical workloads.

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