Author: Google Cloud Tech - Bewertung: 12x - Views:127
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
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#Gemini #GoogleCloud #Agentverse
Speaker: Debi Cabrera
Products Mentioned: BigQuery, CloudSQL, Agentverse, Gemini, Agent Development Kit