Build RAG Applications: Get Started
Completed by Mario Cantalupo
November 15, 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: Prompt Patterns
- Category: Embeddings
- Category: Document Management
- Category: Prompt Engineering
- Category: Data Processing
- Category: Vector Databases
- Category: LLM Application
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Model Deployment
- Category: Retrieval-Augmented Generation
