Build RAG Applications: Get Started
Completed by Mario Gabriele Sambataro
January 8, 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: Embeddings
- Category: Prompt Patterns
- Category: Model Deployment
- Category: Vector Databases
- Category: Data Processing
- Category: Prompt Engineering
- Category: AI Workflows
- Category: Large Language Modeling
- Category: LLM Application
- Category: Document Management
- Category: Retrieval-Augmented Generation
