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Which strategy would allow the startup to build a good-quality RAG application while being cost-conscious and able to cater to customer needs?
A small and cost-conscious startup in the cancer research field wants to build a RAG application using Foundation Model APIs. Which strategy would allow the startup to build a good-quality RAG application while being cost-conscious and able to cater to customer needs?A . Limit the number of relevant documents available...
Which action would be most effective in mitigating the problem of offensive text outputs?
A Generative Al Engineer is tasked with improving the RAG quality by addressing its inflammatory outputs. Which action would be most effective in mitigating the problem of offensive text outputs?A . Increase the frequency of upstream data updatesB . Inform the user of the expected RAG behaviorC . Restrict access...
Which Databricks feature should they use instead which will perform the same task?
A Generative AI Engineer has a provisioned throughput model serving endpoint as part of a RAG application and would like to monitor the serving endpoint’s incoming requests and outgoing responses. The current approach is to include a micro-service in between the endpoint and the user interface to write logs to...
Which action is NOT appropriate to avoid legal risks?
When developing an LLM application, it’s crucial to ensure that the data used for training the model complies with licensing requirements to avoid legal risks. Which action is NOT appropriate to avoid legal risks?A . Reach out to the data curators directly before you have started using the trained model...
What are the steps needed to build this RAG application and deploy it?
A Generative AI Engineer is designing a RAG application for answering user questions on technical regulations as they learn a new sport. What are the steps needed to build this RAG application and deploy it?A . Ingest documents from a source C> Index the documents and saves to Vector Search...
Which tool below will give the platform access to real-time data for generating game analyses based on the latest game scores?
A Generative AI Engineer is designing an LLM-powered live sports commentary platform. The platform provides real-time updates and LLM-generated analyses for any users who would like to have live summaries, rather than reading a series of potentially outdated news articles. Which tool below will give the platform access to real-time...
Which change could the Generative Al Engineer perform to mitigate this issue?
A Generative Al Engineer is creating an LLM system that will retrieve news articles from the year 1918 and related to a user's query and summarize them. The engineer has noticed that the summaries are generated well but often also include an explanation of how the summary was generated, which...
Which metric should they monitor for their customer service LLM application in production?
A Generative AI Engineer just deployed an LLM application at a digital marketing company that assists with answering customer service inquiries. Which metric should they monitor for their customer service LLM application in production?A . Number of customer inquiries processed per unit of timeB . Energy usage per queryC ....
Which approach should NOT be used to mitigate hallucination or confidential data leakage?
A Generative Al Engineer has developed an LLM application to answer questions about internal company policies. The Generative AI Engineer must ensure that the application doesn’t hallucinate or leak confidential data. Which approach should NOT be used to mitigate hallucination or confidential data leakage?A . Add guardrails to filter outputs...
What is the most suitable library for building a multi-step LLM-based workflow?
What is the most suitable library for building a multi-step LLM-based workflow?A . PandasB . TensorFlowC . PySparkD . LangChainView AnswerAnswer: D Explanation: Problem Context: The Generative AI Engineer needs a tool to build a multi-step LLM-based workflow. This type of workflow often involves chaining multiple steps together, such as...
