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Evaluate Retrieval Without Generation | Dataford Interview Questions - Dataford - Ace your Interview

All questions/Generative AI & LLMs/Evaluate Retrieval Without Generation

Evaluate Retrieval Without Generation

Hard

Generative AI & LLMs

Problem

Scenario

You are building a retrieval-augmented assistant for an internal knowledge base. The team wants to know whether bad answers come from retrieval or from the model's generation step.

Question

Walk me through how you would evaluate retrieval quality independently from generation quality.

Problem

Scenario

You are building a retrieval-augmented assistant for an internal knowledge base. The team wants to know whether bad answers come from retrieval or from the model's generation step.

Question

Walk me through how you would evaluate retrieval quality independently from generation quality.

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All questions/Generative AI & LLMs/Evaluate Retrieval Without Generation

Evaluate Retrieval Without Generation

Hard

Generative AI & LLMs

Problem

Scenario

You are building a retrieval-augmented assistant for an internal knowledge base. The team wants to know whether bad answers come from retrieval or from the model's generation step.

Question

Walk me through how you would evaluate retrieval quality independently from generation quality.

Problem

Scenario

You are building a retrieval-augmented assistant for an internal knowledge base. The team wants to know whether bad answers come from retrieval or from the model's generation step.

Question

Walk me through how you would evaluate retrieval quality independently from generation quality.

Up next

Evaluate Retrieval Quality with Ranking MetricsEasy

Evaluate RAG Retrieval and AnswersMedium Evaluate a Building Knowledge AssistantHard

Next question