Databricks Generative AI Engineer Associate Question 195
Select 3You are tasked with creating a simple chain in a Databricks notebook that processes customer input data using a pre-trained Generative AI model and then logs the summarization result to a Delta table. Which of the following steps are required to implement this chain correctly?
- A
Load the pre-trained Generative AI model into the notebook environment.
- B
Use the model to generate a summary of the customer input data.
- C
Write raw input data directly to a Delta table without summarization.
- D
Store the summarization result in a Delta table in a structured format.
- E
Use a Databricks Job to automate the execution of the chain.
Show answer and explanation
Correct answers: A, B, D
Explanation
To code a simple chain according to the requirements, you need to load the pre-trained model, process the input data to generate a summary, and store the summarization result in a Delta table. Automating the chain with a Databricks Job is optional and not explicitly required in the task.
- A. Correct.
Loading the pre-trained Generative AI model is a necessary first step to process input data as part of the chain.
- B. Correct.
The model must be used to generate a summary from the customer input data, as this is one of the primary functions of the chain.
- C. Incorrect.
Writing the raw input data directly to a Delta table without summarization does not fulfill the requirements of the chain, as the task specifically involves summarization before storage.
- D. Correct.
The summarization result should be stored in a Delta table in a structured format to ensure the chain's output is properly logged and accessible.
- E. Incorrect.
While automating the chain with a Databricks Job is useful, it is not strictly required to implement the chain as described.