Data to AI Apps 2025

Accelerated Full-Stack Development: Leveraging MCP Toolbox for Database in your IDE using Gemini…

AlloyDB Powered Conversational Commerce using Natural Language to SQL & Google Cloud Serverless…

Faceted Filtering Meets Vector Search: Building a Dynamic Hybrid Retail Experience with AlloyDB &…

Make groundbreaking improvements in your application’s contextual search with AlloyDB AI!

Build Powerful, Stateful AI Agents in Java with Agent Development Kit (ADK)

Quality Controlled Patent Agent: ADK, AlloyDB Inline Search & Recall Evaluation Supercharges RAG!

Deploying a Multi-Agent System in Agent Engine

Building the Future of Businesses: How AI-Powered Search & Customization are Reshaping E-Commerce

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Upgrade your Vector Search Efficiency and Recall with ScaNN Index!

Snap, Match, & Rock: AI-Powered Outfit Pairing from Your Closet

A Patent Search Agent with LangChain and Reasoning Engine

Build Powerful, Stateful, E2E AI Agent Apps in Java with ADK, AlloyDB & Gemini!! | Google CodelabsWith this codelab, we will build a powerful, stateful and e2e Patent Analysis Agent in Java with Agent Development Kit (ADK), AlloyDB & Gemini!

Build a Patent Search App with AlloyDB, Vector Search & Vertex AI! | Google CodelabsWith this codelab, we will demonstrate how Gemini 1.5 Pro can be used together with AlloyDB and VertexAI to build a patent search application.

Build a Multi-agent App with MCP Toolbox for AlloyDB & ADK | Google CodelabsIn this codelab, you’ll build a multi-agent application for the kitchen renovation project which will be able to handle renovation proposal creation, address permits and compliance requirements and order management integrating it with AlloyDB using Vertex AI Agent Development Kit. In this implementation, we will abstract the order data retrieval step away from the agent and tool by using MCP Toolbox for AlloyDB.

Multi-agent App with ADK, Agent Engine and AlloyDB | Google CodelabsIn this codelab, you’ll build a muti-agentic application for the kitchen renovation project which will be able to handle renovation proposal creation, address permits and compliance requirements and order management integrating it with AlloyDB using Vertex AI Agent Development Kit.

Quality Controlled RAG with AlloyDB's latest Vector Search Features! | Google CodelabsWith this codelab, we will demonstrate a quality controlled and contextual Patent Search application using AlloyDB’s latest RAG features!

Installing and Setting-up MCP Toolbox for Databases for your Gen AI & Agentic Applications on AlloyDB | Google CodelabsIn this codelab, you’ll build and deploy MCP Toolbox for Databases for your Price Prediction Application that uses AlloyDB and generative AI features using Gen AI Toolbox for Databases service.

From Prototypes to Agents with ADK | Google CodelabsIn this codelab, you’ll build a simple agentic application for creating a kitchen renovation proposal using Vertex AI Agent Development Kit.

Build an AI-powered outfit recommendation app with AlloyDB and serverless runtimes | Google CodelabsIn this codelab, you’ll build an outfit recommendation application that provides intelligent recommendations for matching outfits.

Toy Store Search App with Cloud Databases, Serverless Runtimes and Open Source Integrations | Google CodelabsIn this codelab, you’ll build a RAG based Vector Search application designed to find matching toys for customer search (through texts and images), create custom toys based on user request and predict price for the custom-created toy using AlloyDB, Gemini, Imagen, LangChain4j and GenAI Toolbox for Databases.

Build a Smart Shopping Assistant with AlloyDB and Vertex AI Agent Builder - Part 1 | Google CodelabsIn this codelab, you’ll build a knowledge-driven chat application designed to answer customer questions, guide product discovery, and tailor search results for an ecommerce dataset

Build a Smart Shopping Assistant with AlloyDB and Vertex AI Agent Builder - Part 2 | Google CodelabsIn this codelab, you’ll build a knowledge-driven chat application designed to answer customer questions, guide product discovery, and tailor search results for an ecommerce dataset

Build a Patent Search Assistant with AlloyDB and Vertex AI Agent Builder - Part 2 | Google CodelabsIn this codelab, you’ll build a knowledge-driven chat application designed to answer questions related to patent search and bring contextually relevant results grounded in the patent dataset truth as its source.

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