Agentic AI Testing / Quiz

Testing the RAG Pipeline

Chunking, embeddings, retrieval, reranking, generation, test each stage of a RAG system where the bug could be hiding anywhere.

Difficulty
Medium
Format
Quiz
Points
150
Estimate
9 min

// MISSION BRIEF

Your Mission

A RAG pipeline has five failure surfaces: chunking, embedding, retrieval, reranking, and generation. A bad answer could originate in any of them, and the fix is different for each.

This quiz drills stage-by-stage diagnosis, the skill that separates "the AI is dumb" from "the chunk size is wrong".

// FIRST CONTACT

Battle teaser

Answers are missing details that ARE in the source docs. Retrieval returns chunks that cut sentences mid-thought. The likely culprit:

  1. AChunking strategy, chunk size/overlap splits coherent ideas across boundaries
  2. BThe user is asking bad questions
  3. CThe LLM's temperature is too high
  4. DThe system prompt is too short
Answers, scoring, hints, and the full battle stay sealed.

// SKILL TAGS

ragretrievalrerankingchunking