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Operations Domain

Welcome to the Operations Domain. This section covers the harsh realities of running AI systems in constrained production environments.

Key Topics:​

  • 512MB RAM RAG: Designing for extremely restrictive memory limits.
  • OOM Prevention: Strategies to avoid Out-Of-Memory crashes during embedding or processing.
  • Deployment Lessons: Hard-won battle scars from real-world launches.