Build RAG Applications: Get Started
Completed by Viktoriia Naumova
March 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: Embeddings
- Category: Large Language Modeling
- Category: LLM Application
- Category: AI Workflows
- Category: Prompt Patterns
- Category: Prompt Engineering
- Category: Data Processing
- Category: Document Management
- Category: Vector Databases
- Category: Retrieval-Augmented Generation
