Build RAG Applications: Get Started
Completed by Warren Smith
August 30, 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: Document Management
- Category: Prompt Patterns
- Category: Embeddings
- Category: Prompt Engineering
- Category: Retrieval-Augmented Generation
- Category: LLM Application
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Data Processing
- Category: Vector Databases
- Category: Model Deployment
