Build RAG Applications: Get Started
Completed by Cheuk Tung Ho
March 26, 2026
6 hours (approximately)
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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: Prompt Patterns
- Category: Model Deployment
- Category: Embeddings
- Category: Document Management
- Category: Vector Databases
- Category: Prompt Engineering
- Category: Data Processing
- Category: LLM Application
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Retrieval-Augmented Generation
