Databricks-Generative-AI-Engineer-Associate Free Practice Test

A Generative Al Engineer at an automotive company would like to build a question- answering chatbot for customers to inquire about their vehicles. They have a database containing various documents of different vehicle makes, their hardware parts, and common maintenance information.
Which of the following components will NOT be useful in building such a chatbot?

1. A. Response-generating LLM
2. B. Invite users to submit long, rather than concise, questions
3. C. Vector database
4. D. Embedding model

Correct Answer: B

A Generative AI Engineer developed an LLM application using the provisioned throughput Foundation Model API. Now that the application is ready to be deployed, they realize their volume of requests are not sufficiently high enough to create their own provisioned throughput endpoint. They want to choose a strategy that ensures the best cost- effectiveness for their application.
What strategy should the Generative AI Engineer use?

1. A. Switch to using External Models instead
2. B. Deploy the model using pay-per-token throughput as it comes with cost guarantees
3. C. Change to a model with a fewer number of parameters in order to reduce hardware constraint issues
4. D. Throttle the incoming batch of requests manually to avoid rate limiting issues

Correct Answer: B

A Generative Al Engineer interfaces with an LLM with prompt/response behavior that has been trained on customer calls inquiring about product availability. The LLM is designed to output ??In Stock?? if the product is available or only the term ??Out of Stock?? if not.
Which prompt will work to allow the engineer to respond to call classification labels correctly?

1. A. Respond with ??In Stock?? if the customer asks for a product.
2. B. You will be given a customer call transcript where the customer asks about product availabilit
3. C. The outputs are either ??In Stock?? or ??Out of Stock??. Format the output in JSON, for example: {??call_id??: ??123??, ??label??: ??In Stock??}.
4. D. Respond with ??Out of Stock?? if the customer asks for a product.
5. E. You will be given a customer call transcript where the customer inquires about product availabilit
6. F. Respond with ??In Stock?? if the product is available or ??Out of Stock?? if not.

Correct Answer: B

A Generative AI Engineer is developing a patient-facing healthcare-focused chatbot. If the patient??s question is not a medical emergency, the chatbot should solicit more information from the patient to pass to the doctor??s office and suggest a few relevant pre-approved medical articles for reading. If the patient??s question is urgent, direct the patient to calling their local emergency services.
Given the following user input:
??I have been experiencing severe headaches and dizziness for the past two days.?? Which response is most appropriate for the chatbot to generate?

1. A. Here are a few relevant articles for your browsin
2. B. Let me know if you have questions after reading them.
3. C. Please call your local emergency services.
4. D. Headaches can be toug
5. E. Hope you feel better soon!
6. F. Please provide your age, recent activities, and any other symptoms you have noticed along with your headaches and dizziness.

Correct Answer: B

A Generative Al Engineer is ready to deploy an LLM application written using Foundation Model APIs. They want to follow security best practices for production scenarios
Which authentication method should they choose?

1. A. Use an access token belonging to service principals
2. B. Use a frequently rotated access token belonging to either a workspace user or a service principal
3. C. Use OAuth machine-to-machine authentication
4. D. Use an access token belonging to any workspace user

Correct Answer: A