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Streaming, Storing, Scaling: A Real-World Guide to Data Infrastructure for AI

  • The article provides insights into the real-world architecture and tooling required for AI in production.
  • Real-world AI systems require handling real-time data, which necessitates the use of streaming systems.
  • Choosing the right storage pattern for multi-modal AI data and utilizing batch and streaming processing are crucial.
  • Scalability in AI systems involves not just compute but also architectural considerations and the importance of monitoring for early issue detection is emphasized.

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