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Snowflake GES-C02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Document Processing | 10% | - Document ingestion and preparation
|
| Snowflake Gen AI Governance | 18% | - Access control and security
|
| Snowflake for Gen AI Overview | 24% | - Snowflake Cortex AI capabilities
|
| Snowpark Container Services for Gen AI | 10% | - Custom model deployment
|
| Snowflake Cortex AI and LLM Functions | 38% | - Building generative AI applications
|
Snowflake SnowPro Specialty: Gen AI Certification Sample Questions:
This command is run:
```sqlSELECT SNOWFLAKE.CORTEX.COMPLETE
(
'llama2-70b-chat',
{
'role': 'user',
'content': 'what are the colors of an apple?'
},
{
'temperature': 0.7,
'guardrails': TRUE
}
);
```
This error is returned:
`Invalid argument types for function 'COMPLETES$V6': (VARCHAR(15), OBJECT, OBJECT)` What causes this error?
- A. The options argument must be the second parameter in the function call.
- B. The temperature option cannot be used with the guardrails option.
- C. The max_tokens option must be included when using the guardrails option.
- D. The prompt_or_history argument must be an array of objects when using the options argument.
Correct Answer: D 🗳️
Explanation: Only visible for Exam4Free members. You can sign-up / login (it's free).
A Gen AI Specialist is developing a Gen AI application in Snowflake and must debug a particular record that produced an inaccurate response. The Specialist needs to see, step by step, how the input prompt was processed, what context was retrieved, which tools were called, and how the LLM responded.
Which Snowflake AI observability feature should be used?
- A. Monitoring
- B. Logging
- C. Tracing
- D. Metrics
Correct Answer: C 🗳️
Which privileges must be granted to a user with the FNR_DEVELOP role so that the user can use Document AI on an existing pipeline? (Choose three)
- A. GRANT CREATE MODEL ON SCHEMA . TO ROLE FNR_DEVELOP_ROLE;
- B. GRANT DATABASE ROLE SNOWFLAKE.DOCUMENT_INTELLIGENCE_CREATOR TO ROLE
FNR_DEVELOP_ROLE; - C. GRANT DATABASE ROLE SNOWFLAKE.ML_USER TO ROLE FNR_DEVELOP_ROLE;
- D. GRANT ROLE SNOWFLAKE.DOCUMENT_INTELLIGENCE_CREATOR TO ROLE
FNR_DEVELOP_ROLE; - E. GRANT CREATE SNOWFLAKE.MODELS.DOCUMENT_INTELLIGENCE ON SCHEMA .;
- F. GRANT CREATE SNOWFLAKE.ML.DOCUMENT_INTELLIGENCE ON SCHEMA . TO ROLE
FNR_DEVELOP_ROLE;
Correct Answer: A,B,F 🗳️
Explanation: Only visible for Exam4Free members. You can sign-up / login (it's free).
Which components are necessary to deploy and run a container with Snowpark Container Services? (Choose two)
- A. A schedule task assigned to a virtual warehouse
- B. An external stage linked to Amazon S3
- C. A file format registered for JSON or CSV data ingestion
- D. A service specification that defines the container behavior
- E. A compute pool to run the container
Correct Answer: D,E 🗳️
Explanation: Only visible for Exam4Free members. You can sign-up / login (it's free).
A Gen AI Specialist needs to present end users with a complete set of predefined, answerable questions using Cortex Analyst.
How should the Verified Query Repository (VQR) be configured? (Choose two)
- A. Use the use_as_onboarding_question flag to true for each desired question.
- B. Use questions that are complete sentences that end in question marks.
- C. Use the names of the logical tables and columns that are defined in the semantic model in the SQL queries.
- D. Use the names of the physical tables and columns that are defined in the underlying data set in the SQL queries.
- E. Add [Suggested Questions] in Markdown at the end of each desired question.
Correct Answer: A,C 🗳️
Explanation: Only visible for Exam4Free members. You can sign-up / login (it's free).
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