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- Exam Code: GES-C01
- Exam Name: SnowPro® Specialty: Gen AI Certification Exam
- Updated: Oct 06, 2026
- Q & A: 351 Questions and Answers
- PDF Version + PC Test Engine + Online Test Engine
- Value Pack Total: $119.98 $79.99
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Snowflake GES-C01 dumps - Testing Engine
- Exam Code: GES-C01
- Exam Name: SnowPro® Specialty: Gen AI Certification Exam
- Updated: Oct 06, 2026
- Q & A: 351 Questions and Answers
- Software Price: $59.99
- Testing Engine
About Snowflake GES-C01 Instant Exam Download
Phone, tablet, laptop, desktop: the ITExamDownload online version runs the Snowflake SnowPro® Specialty: Gen AI Certification simulation on any operating system, so GES-C01 practice happens wherever you happen to be.
Snowflake GES-C01 Exam Overview:
| Certification Vendor: | Snowflake |
|---|---|
| Exam Name: | SnowPro Specialty: Gen AI Certification Exam (GES-C01) |
| Exam Number: | GES-C01 |
| Certificate Validity Period: | 2 years |
| Exam Format: | Multiple choice, Multiple select |
| Real Exam Qty: | Approximately 65 |
| Exam Price: | $175 USD |
| Passing Score: | 750/1000 |
| Exam Duration: | 115 minutes |
| Available Languages: | English |
| Related Certifications: | SnowPro Core Certification |
| Recommended Training: | Snowflake Documentation (Cortex & AI) Snowflake University Training |
| Exam Registration: | Snowflake Certification Portal Pearson VUE Snowflake Exams |
| Sample Questions: |  |
| Exam Way: | Online proctored exam via Pearson VUE and authorized test centers |
| Pre Condition: | No strict prerequisite required; recommended: SnowPro Core Certification or equivalent Snowflake data platform experience. |
| Official Syllabus URL: | https://www.snowflake.com/training-and-certification/ |
Snowflake GES-C01 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Evaluation & Responsible AI | - Bias, fairness, and explainability considerations - Evaluation metrics for LLM outputs |
| Generative AI Fundamentals | - Model capabilities and limitations - Core concepts of generative AI and LLMs |
| Embeddings, Vector Search & RAG | - Vector search in Snowflake ecosystem - Retrieval-Augmented Generation (RAG) workflows - Embeddings fundamentals |
| Use Cases & Solution Design | - End-to-end GenAI solution architecture - Enterprise AI application patterns in Snowflake |
| Data Governance & Security | - Data privacy and access controls - Responsible use of AI in enterprise environments |
| Prompt Engineering | - Prompt design techniques - Optimization of prompts for LLM outputs |
| Snowflake AI & Cortex | - AI functions and services in Snowflake - Snowflake Cortex capabilities |
Snowflake GES-C01 Exam: FAQ for Serious Candidates
Snowflake SnowPro® Specialty: Gen AI Certification is an official Snowflake exam, listed under exam code GES-C01. A passing result earns you the SnowPro Specialty: Gen AI certification at the Specialty level. It also ties into SnowPro Core Certification, extending its value across your certification roadmap. Employers read this credential as verified competence, which is why it keeps appearing in job requirements.
Expect Approximately 65 questions inside 115 minutes on the Snowflake SnowPro® Specialty: Gen AI Certification exam. That pace punishes hesitation, so rehearse it: the ITExamDownload software engine simulates the real exam scene, reminds you of the questions you got wrong, and pushes you to re-practice them until the clock stops being your enemy.
Passing Snowflake SnowPro® Specialty: Gen AI Certification requires 750/1000, and the official registration fee is $175 USD. Retakes charge the full $175 USD again, which is why experienced candidates treat preparation as the cheaper exam fee. Verify your readiness with repeated ITExamDownload practice scores above the requirement before you commit to a date.
No strict prerequisite required; recommended: SnowPro Core Certification or equivalent Snowflake data platform experience.
Requirements evolve, so confirm the current conditions before registering on the official exam page.
Registration for Snowflake SnowPro® Specialty: Gen AI Certification goes through the official channels listed here.
When you schedule, note that the exam is delivered Online proctored exam via Pearson VUE and authorized test centers.
Snowflake recommends the following training for Snowflake SnowPro® Specialty: Gen AI Certification candidates.
Follow any course with the 351 practice questions in the ITExamDownload GES-C01 package; the software engine will even remind you which mistakes need another round.
Yes. ITExamDownload provides a free download demo of the Snowflake SnowPro® Specialty: Gen AI Certification material, so you can check the content before choosing a version. After purchase, a one-year warranty covers you: the latest version is sent to you as it releases, free for 365 days, and after expiry you can extend the update service at a 50% discount.
Your purchase is covered by a 100% money-back guarantee with clear conditions. Take the Snowflake SnowPro® Specialty: Gen AI Certification exam within 60 days of purchase; if you fail, provide your unqualified result by submitting a scanned enrollment slip and the official Score Report PDF within 2 days of the exam, and the full refund is processed within 7 days. The exam must match your product, candidate and payer names must match, and attempts within 3 days of purchase, unused downloads, free materials, and expired orders are not covered. Alternatively, exchange for two other exam products of equal value, free, or wait for updates while keeping your original product's update service.
Delivery is instant: files unlock for download at payment and are emailed within one minute. If nothing arrives within 2 hours, check spam and contact customer service, which works 7/24 and normally replies within two hours. Installation is unlimited across your computers.
The Snowflake SnowPro® Specialty: Gen AI Certification syllabus spans 7 domains, led by Snowflake AI & Cortex, Embeddings, Vector Search & RAG, and Prompt Engineering. The complete topic list is published above; candidates who study the map first rarely get lost later.
Snowflake SnowPro® Specialty: Gen AI Certification Sample Questions:
Question #1
A Gen AI specialist is tasked with creating a Snowflake Cortex Search Service to power a Retrieval Augmented Generation (RAG) application for customer support transcripts. The goal is to allow semantic search over the 'transcript_text' column, filter results by 'region' and , and leverage a multilingual embedding model for high-quality results. The service should be created in the 'cortex_search_db.serviceS schema and use as the warehouse. Which of the following SQL commands correctly creates such a Cortex Search Service, assuming 'support_transcripts' is the source table and change tracking is enabled?
- A.
- B.
- C.
- D.
- E.
Correct Answer: C 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
Question #2
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 E
- B. Option D
- C. Option B
- D. Option C
- E. Option A
Correct Answer: D 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
Question #3
A Data Engineer is responsible for deploying machine learning models using Snowpark Container Services. They need to ensure that a specific role, model_deployer_role, has the appropriate permissions to create a Snowpark Container Service that uses an image from an existing image repository named my_inferenc_ images. Which of the following SQL commands grant the necessary privileges 'on the image repository' for this purpose?
- A.
- B.
- C.
- D.
- E.
Correct Answer: A,C 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
Question #4
A legal department uses Snowflake to manage and review large volumes of contracts. They need to automate the process of finding specific pieces of information, such as the effective_date or involved_parties, from these unstructured contract texts. They are considering using SNOWFLAKE. CORTEX. EXTRACT_ANSWER. Which characteristic correctly describes the primary intent or behavior of SNOWFLAKE. CORTEX. EXTRACT_ANSWER, distinguishing it from other LLM functions?
- A. It focuses on identifying and returning a direct answer to a specific question contained within the provided source document.
- B. It is primarily designed to generate entirely new text based on a given prompt, much like a conversational AI.
- C. It classifies an input text into one of several predefined categories provided by the user.
- D. It evaluates a text and returns a numeric score indicating the overall positive or negative sentiment.
- E. It transforms an input document into a summarized version, reducing its length while preserving key information.
Correct Answer: A 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
Question #5
An enterprise is deploying a new RAG application using Snowflake Cortex Search on a large dataset of customer support tickets. The operations team is concerned about managing compute costs and ensuring efficient index refreshes for the Cortex Search Service, which needs to be updated hourly. Which of the following considerations and configurations are relevant for optimizing cost and performance of the Cortex Search Service in this scenario?
- A. The
- B. CHANGE_TRACKING
- C. The primary cost driver for Cortex Search is the number of search queries executed against the service, with the volume of indexed data (GB/month) having a minimal impact on overall billing.
- D. For optimal performance and cost efficiency, Snowflake recommends using a dedicated warehouse of size no larger than MEDIUM for each Cortex Search Service.
- E. For embedding text, selecting a model like
Correct Answer: A,B,D,E 🗳️
Explanation: Only visible for ITExamDownload members. You can sign-up / login (it's free).
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