கKatralAI

Career Katral · Lesson 7 · 10 min

RAG you can defend

In one sentence

In interviews they will ask how you stop invented citations. Retrieval, groundedness, and refuse are the answer.

Arul

Arul

Career coach

The market hires proof. We will build the proof.

Read the idea, watch the picture, then try it with your hands.

Watch the idea

The concept

Question

What you ask

Retrieve

The right page

Answer or refuse

Never invent a citation

Defend the cite

Interviews probe invented citations. Retrieve, ground, refuse. Never decorate a miss.

Name the failure

Wrong neighbour, stale index, greedy generation. Seniors debug out loud.

Worked example

The gold gate

A defender checks the river of documents before an answer may pass. That is the job.

Picture to keep

Retrieve · Ground · Refuse

  1. 1Right page first
  2. 2Score the cite
  3. 3Miss → refuse