All Data and AI Weekly #215: 10 November 2025

All Data and AI Weekly

( AI, Data, NiFi, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, SQL, MCP, LLM, RAG, Cortex AI, AISQL, Search, Unstructured Data )

#215: 10 November 2025

AI Deep Dive: Cortex AI & Agents

The most significant updates are centered on Snowflake Cortex AI, with new tools for building, managing, and observing AI agents.

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  [Getting Started]:
  
  
  
  
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    [Example YAML]:
    
  
  
  
  
  
  



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  [Cortex AI-SQL]:
  
  
  
  
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    [GA Announcement]:
    
  
  
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    [Guide]:
    
  
  
  
  
  
  



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  [Cortex Audio/Video]:
  
  
  
  
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    [GA Announcement]:
    
  
  
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    [Guide]:
    
  
  
  
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    [MS Teams Integration]:
    
    
    
    
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      [Blog]:
      
    
    
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      [Docs]:
      
    
    
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      [GitHub Repo]:
      
    
    
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      [Guide]:
      
    
    
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      [Demo]:
      
    
    
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      [Docs]:
      
    
    
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      [Example]:
      
    
    
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      [DeltaStream]:
      
    
    
    • 
      [Engineering Blog]:
      
    
    
    
    
    
    
  
  
  
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    [Developer Environment]:
    
    
    
    
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      [Blog]:
      
    
    
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      [Demo]:
      
    
    
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      [Guide]:
      
    
    
    
    
    
    
  
  
  
  
  
  

  
  
  
  Security & Evaluation: Practical AI Agent Security & Observability
  

  
  
  

  As AI agents become more powerful, security and evaluation are critical. These resources provide frameworks for securing and evaluating your new AI tools.

  
  
  
  
  
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    [Security]:
    
    
    
    
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      [Meta Blog]:
      
    
    
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      [Anthropic Blog]:
      
    
    
    
    
    
    
  
  
  
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    [Evaluation & Observability]:
    
    
    
    
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      [Snowflake Blog]:
      
    
    
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      [TruLens Guide]:
      
    
    
    
    
    
    
  
  
  
  
  
  

  
  
  
  Events & Learning
  

  
  
  

  Want to learn more? Here are some upcoming webinars and hands-on labs to get you started.

  
  
  
  
  
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    [Webinar]:
    
  
  
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    [Course]:
    
  
  
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    [Data Pipelines]:
    
  
  
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    [Postgres]:
    
  
  
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    [Developer Tools]:
    
  
  
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    [And For Fun...]:
    
    
    
    Vollständiger Original-Artikel

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