How to build a data agent with BigQuery and CloudSQL

Description

Agentverse - Building Knowledge Engines with RAG → https://goo.gle/4pSijGw First video for Developers → https://goo.gle/4jY30uw Discover how to build a powerful data agent using ADK, BigQuery and CloudSQL. This video guides you through transforming unstructured data into structured knowledge, enabling intelligent applications. Watch along and learn how to create RAG pipelines, leverage Gemini for vector embeddings, and automate processes with Dataflow to achieve nuanced, context aware insights. Chapters: 0:00 - Intro 0:34 - The data engineering mission 2:13 - Unstructured to structured data with BQML and Gemini 5:06 - Use RAG to perform vector search 8:43 - Accelerating search with CloudSQL and HNSW indexes 11:20 - Automating with a Dataflow and Apache Beam pipeline 13:15 - How the RAG agent works 14:51 - Key takeaways 15:06 - Get started today 🔔 Subscribe to Google Cloud Tech → https://goo.gle/GoogleCloudTech #Gemini #GoogleCloud #Agentverse Speaker: Debi Cabrera Products Mentioned: BigQuery, CloudSQL, Agentverse, Gemini, Agent Development Kit