Author: Google Cloud Tech - Bewertung: 1x - Views:4
Learn about AI agents for data engineering and data science. Join Smitha Kolan and Lucia Subatin as they cover new releases like the computer use model and CodeMender, and Lucia demos the BigQuery data engineering agent, the data science agent, and an ADK application for generating comics from Spanner concepts. The episode concludes with a Q&A session addressing the availability and scalability of the demonstrated agents.
Chapters:
00:00 - Intro
01:45 - Gemini Computer Use Model and Demo
04:33 - CodeMender: AI agent for code security
06:44 - Data Engineering and Data Science Agents Demo
09:01 - How the data science agent helps in detecting anomalies in datasets
10:27 - How the data engineering agent uses AI to generate SQL and create data pipelines
26:01 - Demo of ADK app that uses a Spanner graph database and generates comics using Nano Banana
38:49 - Developer Q&A
In this episode, you will learn:
1️⃣ How different agents and AI tools help you as a data engineer
2️⃣ How to connect agents to BigQuery and Spanner through ADK + MCP
3️⃣ Use a knowledge graph in Spanner to ground RAG and reduce drift
4️⃣ Learn to build data pipelines to have the right data for our agentic apps using the BigQuery Data Engineering agent and Data Science agent using natural language
5️⃣ Learn how to use Gemini 2.5 Computer Use Model and CodeMender
🔗 Resources & links mentioned:
➖ Gemini 2.5 Computer Use Model Blog → https://goo.gle/3W7PCJ7
➖ Gemini 2.5 Computer Use Model Doc → https://goo.gle/3J6ZpMr
➖ Read about CodeMender, an AI agent for code security → https://goo.gle/4oiuZpx
➖ Spanner samples git repository → https://goo.gle/3KS10q4
➖ Get Access to the BigQuery Data Engineering Agent → https://goo.gle/bq-dea-pre-ga-form
➖ Check out the Data Science Agent → https://goo.gle/4n8ceUV
➖ Connect with Lucia Subatin → https://goo.gle/4n93ZIj
➖ Connect with Smitha Kolan → https://goo.gle/4op4nn4
About The Agent Factory:
"The Agent Factory" is a video-first technical podcast for developers, by developers, focused on building production ready AI agents. We'll explore how to design, build, deploy, and manage agents that bring real value using the latest open source tools and frameworks. Going beyond basic AI/ML concepts, the podcast will delve into the practical aspects of agentic AI, covering everything from single purpose agents for task automation to complex multi-agent systems.
Connect with Us & Ask Questions:
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Speaker: Smitha Kolan, Lucia Subatin
Products Mentioned: Gemini, BigQuery, Agent Development Kit, ADK