Uploaded July 2026 | Updated September 2026, 2 weeks ago
Get started with AlloyDB β https://goo.gle/4d3cuSe
In this demo, Alan Li (Principal Engineer, Google) showcases the power of AlloyDB hybrid search.
*Key highlights include:*
* The AlloyDB hybrid search UDF that uses RRF (Reciprocal Rank Fusion) out of the box to rank joint results from both vector and full text search.
* The AlloyDB Elasticsearch FDW that enables executing full-text searches against specialized external data stores (e.g., Elasticsearch).
* Transform your cloud and AI journey by bringing the best of Google Research to the best of PostgreSQL.
Watch more Understanding AlloyDB β https://goo.gle/UnderstandingAlloyDB
π Subscribe to Google Cloud Tech β https://goo.gle/GoogleCloudTech
Speaker: Alan Li
Products Mentioned: AlloyDB for PostgreSQL
Get started with AlloyDB β https://goo.gle/4d3cuSe
In this demo, Alan Li (Principal Engineer, Google) showcases the power of AlloyDB hybrid search.
*Key highlights include:*
* The AlloyDB hybrid search UDF that uses RRF (Reciprocal Rank Fusion) out of the box to rank joint results from both vector and full text search.
* The AlloyDB Elasticsearch FDW that enables executing full-text searches against specialized external data stores (e.g., Elasticsearch).
* Transform your cloud and AI journey by bringing the best of Google Research to the best of PostgreSQL.
Watch more Understanding AlloyDB β https://goo.gle/UnderstandingAlloyDB
π Subscribe to Google Cloud Tech β https://goo.gle/GoogleCloudTech
Speaker: Alan Li
Products Mentioned: AlloyDB for PostgreSQL

![How to build an AI Agent and MCP Server (step-by-step)
Github repo β https://goo.gle/3RQR3g7
Google MCP servers β https://goo.gle/4xfafo8
Model Context Protocol (MCP) is the open standard *universal adapter* that empowers AI agents to overcome static training data by securely and uniformly connecting with the real worlds live data and actionable tools. Join Smitha Kolan as she demonstrates how to connect external tools, such as Google Trends, using MCPs with AI agents. Watch along and unlock the power of Model Context Protocol (MCP) with Googles Agent Development Kit (ADK).
Chapters:
0:00 - Intro & What is Model Context Protocol (MCP)?
0:49 - How MCP works under the hood
2:41 - [Demo] Connecting Google Trends with a blog writing AI agent
6:22 - Running the agent in ADK Web UI
7:10 - Summary
More resources:
Google Cloud MCP servers docs β https://goo.gle/4oeVaPk
Manage MCP servers docs β https://goo.gle/3PLKtqG
Configure MCP in an AI application β https://goo.gle/4oab6lP
π Connect with Smitha online:
YouTube β https://goo.gle/Smitha-on-YouTube
Linkedin β https://goo.gle/Smitha-on-LinkedIn
X β https://goo.gle/Smitha-on-X
Watch more Modern AI Agents: From Theory to Production β https://goo.gle/Learn-with-Smitha
π Subscribe to Google Cloud Tech β https://goo.gle/GoogleCloudTech
#AIAgents #GoogleTrends
Speakers: Smitha Kolan
Products Mentioned: Agent Development Kit How to build an AI Agent and MCP Server (step-by-step)](https://i.ytimg.com/vi/wBnnA8aIxUs/mqdefault.jpg)








