Step 1: TheoryResearch Paper
RAGAs Metric Evaluation Framework
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
RAG Evaluation RAGAs Exercise
Solve the challenges and apply your knowledge interactively.
Hard30 min estimated study
Overview
Grade RAG answer faithfulness and retrieval accuracy using RAGAs.
Learning Objectives
- Evaluate retrieval faithfulness scores
- Verify answer relevancy values
Prerequisites
Item #82LlamaIndex RAG Pipeline
LockedTracking Control
Completion Reward+300 XP
Study Checklist
Studied theory resource
Completed practice exercise