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What Nobody Tells You About Deploying GenAI

  • Deploying GenAI applications is more complex in practice despite the availability of APIs like OpenAI and Google.
  • Creating customized evaluations for LLMs is important to accurately assess their performance for specific use cases.
  • Implementing input and output guardrails is crucial to safeguard users and systems from potential risks.
  • Experimenting with response formats and proactively detecting and repairing failures are essential for effective GenAI deployment.

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