최신 1Z0-1127-25 무료덤프 - Oracle Cloud Infrastructure 2025 Generative AI Professional

문제1

Given the following code block:
history = StreamlitChatMessageHistory(key="chat_messages")
memory = ConversationBufferMemory(chat_memory=history)
Which statement is NOT true about StreamlitChatMessageHistory?

A. StreamlitChatMessageHistory can be used in any type of LLM application.

B. A given StreamlitChatMessageHistory will NOT be persisted.

C. StreamlitChatMessageHistory will store messages in Streamlit session state at the specified key.

D. A given StreamlitChatMessageHistory will not be shared across user sessions.

정답: A

설명: (DumpTOP 회원만 볼 수 있음)

문제2

Given the following code:
chain = prompt | llm
Which statement is true about LangChain Expression Language (LCEL)?

A. LCEL is a programming language used to write documentation for LangChain.

B. LCEL is an older Python library for building Large Language Models.

C. LCEL is a declarative and preferred way to compose chains together.

D. LCEL is a legacy method for creating chains in LangChain.

정답: C

설명: (DumpTOP 회원만 볼 수 있음)

문제3

Which role does a "model endpoint" serve in the inference workflow of the OCI Generative AI service?

A. Evaluates the performance metrics of the custom models

B. Serves as a designated point for user requests and model responses

C. Hosts the training data for fine-tuning custom models

D. Updates the weights of the base model during the fine-tuning process

정답: B

설명: (DumpTOP 회원만 볼 수 있음)

문제4

How are documents usually evaluated in the simplest form of keyword-based search?

A. According to the length of the documents

B. By the complexity of language used in the documents

C. Based on the presence and frequency of the user-provided keywords

D. Based on the number of images and videos contained in the documents

정답: C

설명: (DumpTOP 회원만 볼 수 있음)

문제5

How are fine-tuned customer models stored to enable strong data privacy and security in the OCI Generative AI service?

A. Stored in an unencrypted form in Object Storage

B. Stored in Object Storage encrypted by default

C. Shared among multiple customers for efficiency

D. Stored in Key Management service

정답: B

설명: (DumpTOP 회원만 볼 수 있음)

문제6

What do prompt templates use for templating in language model applications?

A. Python's class and object structures

B. Python's str.format syntax

C. Python's lambda functions

D. Python's list comprehension syntax

정답: B

설명: (DumpTOP 회원만 볼 수 있음)

문제7

Given the following code:
PromptTemplate(input_variables=["human_input", "city"], template=template) Which statement is true about PromptTemplate in relation to input_variables?

A. PromptTemplate is unable to use any variables.

B. PromptTemplate supports any number of variables, including the possibility of having none.

C. PromptTemplate requires a minimum of two variables to function properly.

D. PromptTemplate can support only a single variable at a time.

정답: B

설명: (DumpTOP 회원만 볼 수 있음)

문제8

Given the following prompts used with a Large Language Model, classify each as employing the Chain-of-Thought, Least-to-Most, or Step-Back prompting technique:

A. "Calculate the total number of wheels needed for 3 cars. Cars have 4 wheels each. Then, use the total number of wheels to determine how many sets of wheels we can buy with $200 if one set (4 wheels) costs $50."

B. "Solve a complex math problem by first identifying the formula needed, and then solve a simpler version of the problem before tackling the full question."

C. "To understand the impact of greenhouse gases on climate change, let's start by defining what greenhouse gases are. Next, we'll explore how they trap heat in the Earth's atmosphere."A. 1: Step-Back, 2: Chain-of-Thought, 3: Least-to-MostB. 1: Least-to-Most, 2: Chain-of-Thought, 3: Step-BackC. 1: Chain-of-Thought, 2: Step-Back, 3: Least-to-MostD. 1: Chain-of-Thought, 2: Least-to-Most, 3: Step-Back

정답: C

설명: (DumpTOP 회원만 볼 수 있음)

문제9

What issue might arise from using small datasets with the Vanilla fine-tuning method in the OCI Generative AI service?

A. Overfitting

B. Data Leakage

C. Model Drift

D. Underfitting

정답: A

설명: (DumpTOP 회원만 볼 수 있음)

최신 1Z0-1127-25 무료덤프 - Oracle Cloud Infrastructure 2025 Generative AI Professional

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