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GENAI-ASSOC Overview — What’s Tested, Common Traps & How to Prepare

Everything to know before Databricks Generative AI Engineer Associate (GENAI-ASSOC): RAG and vector search fundamentals, evaluation, and production patterns on Databricks.

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What this exam measures (high level)

GENAI‑ASSOC validates your ability to build GenAI applications on Databricks with a focus on:

  • Data → embeddings → retrieval workflows
  • RAG design choices (chunking, search strategy, grounding)
  • Evaluation and iteration loops
  • Deployment patterns with observability and governance

Use Resources for official exam logistics and current exam details.

Study Plan