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Get ready for the Databricks Certified Generative AI Engineer Associate exam with 500 original practice questions you can study anytime, anywhere - completely offline.
Disclaimer: This is an unofficial, independent study app. It is not affiliated with, endorsed by, or sponsored by Databricks, Inc., or any other certification, training, or technology organization. "Databricks", "Mosaic AI", and "Unity Catalog" are trademarks or registered trademarks of Databricks, Inc. It is intended solely for exam preparation. All questions are original and based on publicly available information about the exam objectives.
WHAT'S INSIDE
500 original questions organized into ten study areas that mirror the exam objectives:
- Generative AI and LLM Foundations
- Designing Generative AI Applications
- Prompt Engineering and Prompt Design
- Data Preparation and Chunking for RAG
- Embeddings and Databricks Vector Search
- Retrieval-Augmented Generation Pipelines
- Building Applications with LangChain on Databricks
- Model Serving and Deployment with Mosaic AI
- Governance, Security, and Unity Catalog for AI
- Evaluation, Monitoring, and LLMOps
EXAM-STYLE QUESTIONS
Questions mirror the reasoning tested on the real exam, including scenario-based questions on selecting the right model and task type, designing prompts, preparing and chunking documents for retrieval, building vector search indexes and RAG chains, deploying models with Mosaic AI Model Serving, applying Unity Catalog governance, and evaluating and monitoring deployed applications, so you practice the way you will be tested.
MULTIPLE-CHOICE FORMAT
Every question uses a clean four-option format. Submit your answer to instantly see the correct choice and a clear explanation, so you learn as you go.
REVIEW MODE
Missed questions are collected automatically so you can focus on your weak spots and turn them into strengths.
BOOKMARKS
Save important or tricky questions to revisit later and build your own focused review set.
STUDY STATISTICS
Track accuracy by topic with simple charts, so you always know what needs more work before exam day.
100% OFFLINE & PRIVATE
No account, no login, and no in-app purchases. All content is bundled in the app and all progress is stored locally on your device. Nothing is sent to any server.
Buy once and study as much as you like. Good luck on your exam.
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What's New in Databricks GenAI Engineer Prep
1.0.0
June 13, 2026




