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Free GES-P02 sample questions

Real questions from the SnowPro Practice Exam: Gen AI practice bank, with the correct answer and an explanation for each one. No junk, no filler.

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Showing 6 of 12 free sample questions.

Question 1Choose one

A financial services company is evaluating Snowflake Cortex AI against external LLM providers for processing highly sensitive customer transaction summaries. The Chief Information Security Officer (CISO) mandates that no customer data can leave the organization's governed security perimeter. Which characteristic of Snowflake Cortex AI natively satisfies this compliance requirement?

Question 2Choose one

A data engineering team wants to orchestrate a complex agentic workflow where an AI agent can autonomously query sales data, execute Python scripts, and summarize findings. Which Snowflake feature is specifically designed to orchestrate and manage these agentic tools and workflows?

Question 3Choose 2

A healthcare organization requires a highly customized, open-source medical LLM (e.g., MedLlama) to process patient records. They cannot use managed Cortex functions due to the need for custom model weights. Which TWO Snowflake features must be utilized together to host and serve this custom open-source model securely? (Select TWO)

Question 4Choose one

True or False: Snowpark Container Services requires organizations to provision external AWS or Azure GPU virtual machines manually before deploying open-source Large Language Models in Snowflake.

Question 5Choose one

A retail enterprise is architecting a new application to categorize millions of customer reviews into positive, neutral, or negative sentiments. The engineering team is debating between using the fully managed `SNOWFLAKE.CORTEX.SENTIMENT` function versus fine-tuning an open-source model and deploying it via Snowpark Container Services (SPCS). They have strict requirements to minimize infrastructure maintenance overhead and want the pricing to scale exactly with the number of tokens processed, without paying for idle compute time. Which architectural approach BEST meets these specific constraints?

Question 6Choose one

A developer wants to accelerate their SQL and Python development within the Snowflake UI using an AI assistant that provides auto-completion, code generation, and debugging help. Which Snowflake capability is designed specifically for this use case?

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