Exam GES-C01 Topic 1 Question 81 Discussion

Actual exam question for Snowflake's GES-C01 exam
Question #: 81
Topic #: 1

A data engineering team is setting up a Retrieval Augmented Generation (RAG) application using Snowflake Cortex Search to provide contextual answers from customer support transcripts. The transcripts are stored in a Snowflake table named SUPPORT_TRANSCRIPTS. Which of the following statements are crucial considerations or accurate facts regarding the initial setup and configuration of the Cortex Search Service for this use case?

A. The CREATE CORTEX SEARCH SERVICE command requires that CHANGE_TRACKING = TRUE be enabled on the source table, especially if the role creating the service is not the table owner. This ensures that the service can track updates to the base data. B. Snowflake recommends using a dedicated virtual warehouse of any size, including X-Large or 2X-Large, for each Cortex Search Service to ensure the fastest possible materialization of search indexes during creation and refresh. C. Columns specified in the ATTRIBUTES field during service creation are only used for filtering search results and do not need to be present in the source query. D. Cortex Search is designed to get users up and running quickly with a hybrid (vector and keyword) search engine on text data, handling embedding, infrastructure maintenance, and search quality parameter tuning automatically. E. Cortex Search Services currently support replication and cloning, allowing for easy disaster recovery and geographical distribution of the search index.

Suggested Answer: A,D Vote an answer

Option A is correct because change tracking is required for the Cortex Search Service to monitor updates to the base table, particularly if the service creator is not the table owner. Option B is incorrect; Snowflake recommends using a dedicated warehouse no larger than MEDIUM for each service, as larger warehouses do not necessarily increase performance for index materialization. Option C is incorrect because columns in the ATTRIBUTES field must be included in the source query. Option D is correct as Cortex Search provides a low-latency, high-quality hybrid (vector and keyword) search engine that automatically manages embedding, infrastructure, and search quality tuning. Option E is incorrect because Cortex Search Services currently do not support replication or cloning.

by April at Mar 07, 2026, 04:56 PM

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