SnowPro Specialty Gen AI GES-C01Preview

A Gen AI Specialist needs to prepare lengthy documents for LLM ingestion.
Which Snowflake Cortex function will support this requirement by returning an array of text chunks?

Which Snowflake Cortex feature or function supports the ability of users to ask questions in natural language and receive direct responses without the need to write SQL code?

What governance principles does Snowflake guarantee when using its Gen AI features and the underlying models? (Choose two.)

Which commands will restrict access to Snowflake Cortex functions providing access only to roles that have been explicitly-granted privileges? (Choose two.)

Which function is used to calculate the Manhattan distance between the two points in a vector space?

Which workflow should be used to perform data analysis on unstructured documents using Snowflake Cortex AI features, including Retrieval-Augmented Generation (RAG)?

What cost categories are incurred by the Cortex Search Services and are tracked in the CORTEX_SEARCH_DAILY_USAGE_HISTORY view? (Choose two.)

Which object must have the CREATE SNOWFLAKE.ML.DOCUMENT_INTELLIGENCE privilege when building a Snowflake Document AI model?

A Snowflake ACCOUNTADMIN needs to limit LLM usage by granting access only to individual roles. To do this, they disabled LLM usage for all models in the account.
Which commands will enable the GENAI_DEVELOPER role to use the COMPLETE function with the llama3.1–70b model?

Which proprietary LLM is used by Snowflake Document AI?

Which Snowflake feature allows application integration for answering questions using structured data within Snowflake?

Which parameters can be tuned in a SNOWFLAKE.CORTEX.COMPLETE function call to control for the randomness and diversity of an LLM response? (Choose two.)

Use of which Snowflake feature will simplify the generation of vector embeddings and the calculation of vector similarities, thereby reducing the number of retrieval steps required in Retrieval Augmented Generation (RAG) pipelines?

How can the costs directly associated with calling the Snowflake Cortex COMPLETE function be minimized? (Choose two.)

Which key factors should be considered when using the Snowflake Model Registry to manage models? (Choose two.)

How are suggested questions generated in Snowflake Cortex Analyst? (Choose two.)

Which Snowflake Gen AI feature or service offers connectivity through an exposed REST API?

A Gen AI Specialist is building an internal chatbot for a company that will use Streamlit and Snowflake Cortex Analyst to interpret and respond to user queries against Snowflake data.
Team members need to be able to ask a question like:
Can you provide the sales trend for the last 6 months?
The tool needs to be able to answer follow-up questions like:
Can you break that down by region?
What factors contributed to the dip in February?
To ensure the tool interprets the follow-up questions correctly, what must be included in the API request to Cortex Analyst?

Which action will minimize costs for Snowflake Cortex Search Services?

A table in pipeline contains a VARCHAR column containing free-form text responses. A Ger AI Specialist needs to generate three new columns from the text responses.
How should this requirement be met? (Choose two.)

This command is executed:

This error is received:

What is causing this error?

Which arguments are required when using the SNOWFLAKE.CORTEX.COMPLETE function? (Choose two.)

Review this query:
SELECT DEMO_DB.DEMO_SCHEMA.EXM_DOC_AI_BUILD!PREDICT(
GET_PRESIGNED_URL(@<stage_name>, '<relative_file_path>'), 9);
What will be the output?

A Gen AI Specialist creates this table:

Which function will measure the relationship between vectors without considering their magnitudes?