Build RAG Applications: Get Started
Completed by Lam Chui Lai (Cynthia)
June 6, 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: Document Management
- Category: Embeddings
- Category: LLM Application
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Prompt Engineering
- Category: Model Deployment
- Category: Vector Databases
- Category: Data Processing
- Category: Retrieval-Augmented Generation
