Spring AI Interview Questions - Practice Questions with Answers and Scoring
Prepare for Spring AI interviews with a hands-on practice experience. Solve curated questions, explore concise explanations, and track your performance with instant scoring.
Top Spring AI Interview Questions for Freshers and Experienced
45 Questions
2 Pages
Easy · Medium · Hard
Page 1 of 2
1
What is Spring AI and how does it integrate with the Spring ecosystem?
easy
spring-aioverview
2
Explain the role of ChatClient in Spring AI.
easy
chatclientllm
3
How does Spring AI handle multiple LLM providers?
medium
providersarchitecture
4
What is a prompt template in Spring AI?
medium
prompttemplate
5
How does Spring AI support embedding generation?
medium
embeddingsvector
6
Explain how vector stores are integrated in Spring AI.
medium
vectorstoreretrieval
7
What is Retrieval-Augmented Generation (RAG) in Spring AI?
medium
ragretrieval
8
How do you implement RAG using Spring AI?
hard
ragimplementation
9
What is the role of Message abstraction in Spring AI?
medium
messagechat
10
How does Spring AI handle streaming responses?
hard
streamingreactive
11
How do you secure API keys in Spring AI applications?
easy
securityconfig
12
Explain how function calling works in Spring AI.
hard
function-callingllm
13
What are the challenges of prompt engineering in Spring AI?
medium
promptdesign
14
How do you handle hallucinations in LLM responses?
hard
hallucinationrag
15
How can you cache LLM responses in Spring AI?
medium
cacheperformance
16
Explain the difference between synchronous and reactive AI calls.
medium
reactiveasync
17
How do you test Spring AI components?
medium
testingmock
18
What is tokenization and why does it matter?
medium
tokensllm
19
How do you handle token limits in Spring AI?
hard
tokenslimits
20
What is the role of system messages?
easy
messagesprompt
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