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Oracle Cloud Infrastructure Oracle Cloud Infrastructure 2024 Generative AI Professional

Oracle Cloud Infrastructure 2024 Generative AI Professional

Last Update Sep 7, 2024
Total Questions : 40

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Questions 4

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

Options:

A.  

Conversation Token Buffer Memory

B.  

Conversation ImgeMemory

C.  

Conversation Buffer Memory

D.  

Conversation Summary Memory

Discussion 0
Questions 5

An AI development company is working on an advanced AI assistant capable of handling queries in a seamless manner. Their goal is to create an assistant that can analyze images provided by users and generate descriptive text, as well as take text descriptions and produce accurate visual representations. Considering the capabilities, which type of model would the company likely focus on integrating into their AI assistant?

Options:

A.  

A diffusion model that specializes in producing complex outputs.

B.  

A Large Language Model based agent that focuses on generating textual responses

C.  

A language model that operates on a token-by-token output basis

D.  

A Retrieval Augmented Generation (RAG) model that uses text as input and output

Discussion 0
Questions 6

Which is the main characteristic of greedy decoding in the context of language model word prediction?

Options:

A.  

It chooses words randomly from the set of less probable candidates.

B.  

It requires a large temperature setting to ensure diverse word selection.

C.  

It selects words bated on a flattened distribution over the vocabulary.

D.  

It picks the most likely word email at each step of decoding.

Discussion 0
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Questions 7

How does the integration of a vector database into Retrieval-Augmented Generation (RAG)-based Large Language Models(LLMS) fundamentally alter their responses?

Options:

A.  

It transforms their architecture from a neural network to a traditional database system.

B.  

It shifts the basis of their responses from pretrained internal knowledge to real-time data retrieval.

C.  

It enables them to bypass the need for pretraining on large text corpora.

D.  

It limits their ability to understand and generate natural language.

Discussion 0
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