Question 1

Which is NOT a built-in memory type in LangChain?

Options :

A : ConversationSummaryMemory

B : ConvorsationBufferMemory

C : ConversationTokenBufferMemory

D : ConvorsationImageMemory

Answer: D

Question 2

How does OCI Generative AI contribute to a secure data lifecycle when working with your custom datasets?

Options :

A : Users are responsible for implementing their own data encryption methods.

B : OCI Generative AI automatically encrypts data at rest and in transit by default.

C : Data uploaded to OCI Generative AI becomes publicly accessible for collaboration.

D : Users retain full control over data location and access within the O

Answer: B

Question 3

What is the purpose of the "stop sequence" parameter in the OCI Generative AI Generation models?

Options :

A : It specifies a string that tells the model to stop generating more content.

B : It assigns a penalty to frequently occurring tokens to reduce repetitive text.

C : It determines the maximum number of tokens the model can generate per response.

D : It controls the randomness of the model-s output, affecting its creativity.

Answer: A

Question 4

When designing a LangChain for an LLM application with RAG, what element should ensure alignment between retrieved documents and LangChain prompts?

Options :

A : The programming language used to interact with the OCI Generative AI service.

B : The size and complexity of the LangChain model architecture.

C : The selection of appropriate keywords in both prompts and retrieved documents

D : The choice of a specific distance metric for the vector database search.

Answer: C

Question 5

When utilizing pre-trained models for text embedding in OCI Generative AI, what is the resulting output?

Options :

A : A human-readable summary of the key topics within the text.

B : A sentiment score indicating the overall positive or negative tone of the text.

C : A numerical representation capturing the semantic meaning of the text.

D : A classification label assigning the text to a predefined category.

Answer: C