Build RAG Applications: Get Started
Completed by Filippo Vicentini
August 26, 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: Model Deployment
- Category: Document Management
- Category: Embeddings
- Category: Retrieval-Augmented Generation
- Category: Data Processing
- Category: Vector Databases
- Category: Prompt Engineering
- Category: Prompt Patterns
