Build RAG Applications: Get Started
Completed by Alexandra Antochi
April 1, 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: Large Language Modeling
- Category: LLM Application
- Category: AI Workflows
- Category: Prompt Engineering
- Category: Data Processing
- Category: Vector Databases
- Category: Document Management
- Category: Prompt Patterns
- Category: Model Deployment
- Category: Embeddings
- Category: Retrieval-Augmented Generation
