Step 1: TheoryResearch Paper
Ragas: Automated Evaluation of RAG Paper
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
LangChain Support Bot Exercise
Solve the challenges and apply your knowledge interactively.
Medium20 min estimated study
Overview
Evaluate retrieval chunk precision and recall using reference target spans.
Learning Objectives
- Formulate context precision metrics
- Measure retrieval recall rates relative to ground truth references
Prerequisites
Item #80Bag of Words Mapping
LockedTracking Control
Completion Reward+200 XP
Study Checklist
Studied theory resource
Completed practice exercise