Oracle Cloud Infrastructure 2024 Generative AI Professional Questions and Answers
Question 9
Which is a cost-related benefit of using vector databases with Large Language Models (LLMs)?
Options:
A.
They require frequent manual updates, which increase operational costs.
B.
They offer real-time updated knowledge bases and are cheaper than fine-tuned LLMs.
C.
They increase the cost due to the need for real- time updates.
D.
They are more expensive but provide higher quality data.
Answer:
B
Explanation:
Using vector databases with Large Language Models (LLMs) offers cost-related benefits, particularly by providing real-time updated knowledge bases. This approach can be more cost-effective than fine-tuning LLMs frequently, as vector databases allow for the dynamic retrieval of information without the need for constant retraining. This reduces operational costs while maintaining access to up-to-date data.
References
Articles on the cost efficiency of vector databases
Research on integrating vector databases with LLMs for real-time updates
