> Markdown version of [/events/world-congress-2025/sessions/813-building-data-driven](https://www.wearedevelopers.com/events/world-congress-2025/sessions/813-building-data-driven). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

---

# Building Data-Driven Agentic Applications with AlloyDB


- **Date:** Friday, Jul 11, 2025
- **Time:** 12:15–14:15 (120 min)
- **Room:** M1 (60 Seats)
- **Event:** World Congress 2025

## Description

In this hands-on workshop, you'll build a conversational AI agent from scratch and transform how you interact with your users. You'll implement advanced querying capabilities in AlloyDB for PostgreSQL, combining vector search for intelligent recommendations, full-text search for products, and location-aware insights for store data. Next, you'll connect these building blocks, using the Google Agent Development Kit (ADK) to orchestrate the agent's logic and the MCP ToolBox for seamless database integration. 
You'll leave this session with a clear understanding of how these pieces interact to build your own agentic applications with AlloyDB.

## Speakers

### [Ferhat Şengönül](https://www.wearedevelopers.com/@ferhat-sengonul)

 Ferhat Sengonul, Database Solution Engineer at Google Cloud
### [Miguel Toscano](https://www.wearedevelopers.com/@miguel-toscano)

 Miguel Toscano, Data Management Specialist at Google Cloud


## Related talks at this congress

- [Building your AI agent with Agent Development Kit (ADK)](https://www.wearedevelopers.com/events/world-congress-2025/sessions/749-building-your-ai) — Mete Atamel
- [Azure AI Foundry for Developers: Open Tools, Scalable Agents, Real Impact](https://www.wearedevelopers.com/events/world-congress-2025/sessions/735-azure-ai-foundry-for) — Oliver Will
- [Event-Driven Architecture: Breaking Conversational Barriers with Distributed AI Agents](https://www.wearedevelopers.com/events/world-congress-2025/sessions/703-event-driven) — diabhey
- [Supercharge Agentic AI Apps: A DevEx-Driven Approach to Cloud-Native Scaffolding](https://www.wearedevelopers.com/events/world-congress-2025/sessions/799-supercharge-agentic) — Daniel Oh