Spring AI Introduction

What is the main purpose of Spring AI?

• To provide abstractions that allow for the use of various AI models and services with minimal code changes

• Offer higher-level functionalities, such as Q&A or chatting with documentation

• All of the above

• To simplify the development of applications that use artificial intelligence (AI) features

How many main modules does Spring AI currently have?

• 13

• 10

• 11

• 12

Which AI Service is NOT supported by Spring AI?

• Azure Open AI

• OpenAI

• Google Cloud AI

• None of the above

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• { }

• [ ]

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To create input and receive output from AI model, Spring AI provides:

• Prompt & Ai Response classes

• Prompt & AI Result classes

• PromptMessage & Ai Response classes

• None of the above

In the context of Spring AI, which of the following statements is correct?

• AiResponse and Generation classes are used for network communication.

• AiResponse and Generation classes are used to represent the response of an AI model.

• AiResponse and Generation classes are used for data storage.

• AiResponse and Generation classes are used for creating inputs to the AI model.

Which OuputParser Implementation is used for parsing AiModel Response to a defined Java Object?

• ObjectOutputParser

• BeanOutputParser

• ListOutputParser

• MapOutputParser

What does ETL stand for?

• Encode, Transmit, Log

• Export, Transfer, Link

• Enter, Translate, Load

• Extract, Transform, Load

What is the role of an ETL pipeline in the context of Retrieval-Augmented Generation (RAG)?

• ETL pipeline is used to deploy the RAG technique.

• ETL pipeline is used to evaluate the performance of the RAG technique.

• ETL pipeline serves as a data preparation step within the RAG.

• ETL pipeline is used to improve the RAG technique.

What is the purpose of using Retrieval-Augmented Generation (RAG)?

• To improve the accuracy of generation.

• To manage model token limits and document retrieval, saving resources and enhancing prompt effectiveness.

• To speed up generation time.

• To enhance data storage capabilities.