Step 1: TheoryDocumentation
LangChain RAG Guide
Study the core concepts and background material for this learning item.
Step 2: PracticeKaggle Workbook
LangChain RAG Pipeline Exercise
Solve the challenges and apply your knowledge interactively.
Medium25 min estimated study
Overview
Assemble retrieval-augmented pipelines querying ChromaDB vectors.
Learning Objectives
- Setup LangChain loaders
- Connect query prompts to contexts
Prerequisites
Item #80Bag of Words Mapping
LockedTracking Control
Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise