Build RAG Applications: Get Started
Completed by PoWei Huang
August 2, 2025
6 hours (approximately)
PoWei Huang's account is verified. Coursera certifies their successful completion of Build RAG Applications: Get Started
What you will learn
Develop a practical understanding of Retrieval-Augmented Generation (RAG)
Design user-friendly, interactive interfaces for RAG applications using Gradio
Learn about LlamaIndex, its uses in building RAG applications, and how it contrasts with LangChain
Build RAG applications using LangChain and LlamaIndex in Python
Skills you will gain
- Category: Data Processing
- Category: Large Language Modeling
- Category: LLM Application
- Category: AI Workflows
- Category: Document Management
- Category: Vector Databases
- Category: Model Deployment
- Category: Prompt Patterns
- Category: Prompt Engineering
- Category: Embeddings
- Category: Retrieval-Augmented Generation
