Build RAG Applications: Get Started
Completed by Zhengliang Wang
December 9, 2025
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: LLM Application
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Prompt Engineering
- Category: Data Processing
- Category: Document Management
- Category: Embeddings
- Category: Model Deployment
- Category: Vector Databases
- Category: Retrieval-Augmented Generation
