Design an LLM agent with RAG and tools

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Quick Overview

This question evaluates proficiency in designing LLM-based agents, covering retrieval-augmented generation, tool/API orchestration, safety and evaluation considerations, and model behavior concepts such as randomness and temperature.

Design an LLM agent with RAG and tools

Company: Walmart Labs

Role: Machine Learning Engineer

Category: Machine Learning

Difficulty: easy

Interview Round: Onsite

Overview: This question evaluates proficiency in designing LLM-based agents, covering retrieval-augmented generation, tool/API orchestration, safety and evaluation considerations, and model behavior concepts such as randomness and temperature.

Read the full Walmart Labs Machine Learning Engineer interview experience this question came from

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Walmart Labs
Dec 7, 2025
easyMachine Learning EngineerOnsiteMachine Learning
9
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