Lopsis

Lesson 4.1

Grounding answers with citations

An answer the user can verify is worth far more than a confident one. Carry identifiers through retrieval so every claim can point back to a source.

Taught byPriya RamanLLMs · RAG · Prompt engineering · Evaluation
7m Advanced 4,885 students

Overview

An answer the user can verify is worth far more than a confident one. Carry identifiers through retrieval so every claim can point back to a source.

What this lesson covers

  • Instruct the model to answer only from context
  • Thread source ids through to the rendered answer
  • Make citations clickable back to the original

This lesson sits in Grounded Generation, part of Retrieval-Augmented Generation from Scratch. It assumes what came before it and leads directly into the next lesson in the module.

In this lesson you will:

  • Instruct the model to answer only from context
  • Thread source ids through to the rendered answer
  • Make citations clickable back to the original

Resources