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Snowflake SnowPro® Specialty: Gen AI Certification : GES-C01

GES-C01

Exam Code: GES-C01

Exam Name: SnowPro® Specialty: Gen AI Certification Exam

Updated: Jun 22, 2026

Q&A Number: 351 Q&As

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Snowflake SnowPro® Specialty: Gen AI Certification Sample Questions:

1. A data analyst needs to use SNOWFLAKE. CORTEX. EXTRACT_ANSWER to streamline information retrieval from various contract documents. They are new to Cortex functions and want to understand access requirements and optimal usage. Which of the following statements about using SNOWFLAKE .CORTEX. EXTRACT_ANSWER are correct?

A) It is generally recommended to process multiple documents by applying EXTRACT_ANSWER to a table column containing the document texts, allowing for efficient batch processing.
B) The analyst's role must be granted the SNOWFLAKE. CORTEX_USER database role to execute EXTRACT_ANSWER functions.
C) For optimal accuracy, the source_document input should be in plain English, and the question should be specific, asking for a single value.
D) EXTRACT_ANSWER is the most current and recommended function for all text extraction tasks, offering multi-label and image extraction capabilities.
E) If EXTRACT_ANSWER encounters an unresolvable issue during processing, it returns NULL instead of an error, similar to TRY_COMPLETE.


2. A project team is preparing to deploy a Document AI solution to process scanned customer feedback forms. They have created a dedicated role, 'customer feedback _ processor', and successfully granted it the SNOWFLAKE. DOCUMENT_INTELLIGENCE_CREATOR database role. The environment consists of 'feedback database, 'forms schema' schema, and 'ai workload warehouse. However, when the attempts to prepare a Document AI model build in Snowsight, they encounter a 'permission denied' error. Which of the following missing 'USAGE' grants could be the direct cause of this error?

A)

B)

C)

D)

E)


3. A financial institution wants to develop a Snowflake-based pipeline to process call transcripts from their customer support. The pipeline needs to perform two main tasks: first, ''summarize very lengthy technical support calls'' (up to 20,000 tokens per transcript) into concise actionable insights, and second, ''classify the sentiment'' of these calls as 'positive', 'neutral', or 'negative'. Given these requirements for integration into SQL data pipelines, which combination of Snowflake Cortex functions and prompt engineering considerations would be most appropriate?

A) Option A
B) Option E
C) Option C
D) Option D
E) Option B


4. An AI development team is deploying a new Cortex Agent and needs to ensure optimal performance and adherence to Snowflake's Gen AI principles regarding data governance. Which of the following statements accurately reflect the models supported by Cortex Agents and the data governance considerations?

A) Option A
B) Option E
C) Option C
D) Option D
E) Option B


5. A data application developer is tasked with building a multi-turn conversational AI application using Streamlit in Snowflake (SiS) that leverages the COMPLETE (SNOWFLAKE. CORTEX) LLM function. To ensure the conversation flows naturally and the LLM maintains context from previous interactions, which of the following is the most appropriate method for handling and passing the conversation history?

A) Option A
B) Option E
C) Option C
D) Option D
E) Option B


Solutions:

Question # 1
Answer: A,B,C
Question # 2
Answer: A,C,E
Question # 3
Answer: E
Question # 4
Answer: B,C,E
Question # 5
Answer: C

GES-C01 Related Exams
COF-C03 - SnowPro® Core Certification (COF-C03)
COF-C03-JPN - SnowPro® Core Certification (COF-C03日本語版)
SPS-C01 - Snowflake Certified SnowPro Specialty - Snowpark
Related Certifications
SnowPro Advanced Certification
SnowPro Core Certification
SnowPro Advanced
SnowPro Advanced: Administrator
SnowPro Advanced: Architect
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