Build RAG Applications: Get Started
Completed by SAN-AN LIN
April 23, 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: Model Deployment
- Category: Prompt Patterns
- Category: Embeddings
- Category: Vector Databases
- Category: Data Processing
- Category: Prompt Engineering
- Category: Document Management
- Category: Large Language Modeling
- Category: LLM Application
- Category: AI Workflows
- Category: Retrieval-Augmented Generation
