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Generative AI Interview Questions
Questions Answers Views Company eMail

What are the key steps involved in deploying LLM applications into containers?

37

Why is security and governance critical when managing LLM applications?

36

How do AI agents function in orchestration, and why are they significant for LLM apps?

27

How can data governance be centralized in an LLM ecosystem?

39

What factors should be considered when selecting a data platform for Generative AI?

27

What is semantic caching, and how does it improve LLM app performance?

35

Why is specialized hardware important for LLM applications, and how can it be allocated effectively?

33

Can you explain the concept of feature injection and its role in LLM workflows?

627

What are the best practices for integrating LLM apps with existing data?

600

What strategies can alleviate biases in LLM outputs?

603

Why is building a strong data foundation crucial for Generative AI initiatives?

566

How can organizations create a culture of collaboration around Generative AI projects?

454

What are the risks of using open-source LLMs, and how can they be mitigated?

613

What is context retrieval, and why is it important in LLM applications?

536

How can LLM hallucinations be identified and managed effectively?

560


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Un-Answered Questions { Generative AI }

How does transfer learning play a role in training LLMs?

26


Describe the Transformer architecture used in modern LLMs.

52


What are the best practices for deploying Generative AI models in production?

39


How do you decide whether to fine-tune or train a model from scratch?

32


What is context retrieval, and why is it important in LLM applications?

536


How do you train a model for generating creative content, like poetry?

806


How do you integrate Generative AI models with existing enterprise systems?

29


How do you handle conflicts in an AI team?

668


How do you measure diversity and coherence in text generated by LLMs?

33


How do you prevent unauthorized access to deployed Generative AI models?

26


What is semantic caching, and how does it improve LLM app performance?

35


Which developer tools and frameworks are most commonly used with LLMs?

32


What tools do you use for managing Generative AI workflows?

31


What is a Large Language Model (LLM), and how does it work?

39


How do few-shot and zero-shot learning influence prompt engineering?

27