Implement generative AI and agentic solutions — Microsoft Certified: Azure AI Apps and Agents Developer Associate

Official references for this objective

• Microsoft — Evaluation metrics | Microsoft Learn

  The BLEU (bilingual evaluation understudy) score evaluates the quality of machine-translated text from one natural language to another.

• Microsoft — Security planning for LLM-based applications | Microsoft Learn

  Reduce the number of extensions to minimum necessary. Limit the functions of an extension to only required functionality. Do not design or code open-ended extensions.

• Microsoft — Safeguarding LLM security & safety evaluations | Microsoft Learn

  Required RBAC role for managed identity or service principal in pipeline granted: Cognitive Services OpenAI User

• Microsoft — Generative AI | Microsoft Learn

  Examples of Microsoft’s Generative AI and ML lifecycle managed services include Azure AI Search, Azure OpenAI Service and Azure ML Service.