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Exam Certified Generative AI Engineer Associate All Questions

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Exam Certified Generative AI Engineer Associate topic 1 question 4 discussion

Actual exam question from Databricks's Certified Generative AI Engineer Associate
Question #: 4
Topic #: 1
[All Certified Generative AI Engineer Associate Questions]

A Generative AI Engineer is building a Generative AI system that suggests the best matched employee team member to newly scoped projects. The team member is selected from a very large team. The match should be based upon project date availability and how well their employee profile matches the project scope. Both the employee profile and project scope are unstructured text.
How should the Generative Al Engineer architect their system?

  • A. Create a tool for finding available team members given project dates. Embed all project scopes into a vector store, perform a retrieval using team member profiles to find the best team member.
  • B. Create a tool for finding team member availability given project dates, and another tool that uses an LLM to extract keywords from project scopes. Iterate through available team members’ profiles and perform keyword matching to find the best available team member.
  • C. Create a tool to find available team members given project dates. Create a second tool that can calculate a similarity score for a combination of team member profile and the project scope. Iterate through the team members and rank by best score to select a team member.
  • D. Create a tool for finding available team members given project dates. Embed team profiles into a vector store and use the project scope and filtering to perform retrieval to find the available best matched team members.
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Suggested Answer: D 🗳️
by awron_durat at Oct. 21, 2024, 10:35 p.m.

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kaike_reis
3 weeks, 1 day ago
Selected Answer: D
D is the correct one. C don't mention the embedding method over the text or cite the filtering.
upvoted 1 times
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fa2bede
5 months, 1 week ago
Selected Answer: D
Answer D, in the question we are told of "a very large team". Hence, iterating over that list of team members as C suggests does not scale well
upvoted 2 times
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trendy01
6 months, 1 week ago
Answer D, From a Generative AI engineering perspective, D is the most effective and practical approach for optimizing the match between project scope and team profile.
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trendy01
6 months, 1 week ago
C, This method ranks team members by checking their availability and calculating a similarity score between their profile and project scope, allowing you to recommend the most suitable team members by taking both factors into account. The score-based approach allows you to quantitatively assess the suitability of each team member, contributing to increasing the reliability of recommendations.
upvoted 2 times
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awron_durat
6 months, 1 week ago
A and D were both good answers at first but it makes more sense to embed team profiles than project scopes because of the way you'd want to do searches on the system.
upvoted 1 times
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