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| Interview Questions |
Evaluation Criteria |
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Can you explain what a vector database is and how it differs from a traditional relational database?
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The candidate should be able to clearly define a vector database and highlight its unique features such as its ability to handle multi-dimensional data and perform complex mathematical computations.
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Can you describe a project where you used a vector database? What was the nature of the data and the problem you were trying to solve?
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The candidate should be able to provide specific examples of projects where they used a vector database. Their answer should demonstrate their understanding of when to use a vector database and how it can be applied to solve complex problems.
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What are the advantages and disadvantages of using a vector database?
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The candidate should be able to discuss both the advantages and disadvantages of using a vector database. This will demonstrate their understanding of the technology and its limitations.
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Can you explain how indexing works in a vector database?
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The candidate should be able to explain the concept of indexing in a vector database and how it differs from indexing in a traditional relational database.
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How do you handle data security and privacy when working with a vector database?
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The candidate should be able to discuss the measures they take to ensure data security and privacy when working with a vector database. This will demonstrate their understanding of the importance of data security and their ability to implement appropriate safeguards.
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