Build RAG Applications: Get Started
Completed by Patrick Schillgalies
August 6, 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: AI Workflows
- Category: Prompt Engineering
- Category: Retrieval-Augmented Generation
- Category: Embeddings
- Category: Document Management
- Category: Large Language Modeling
- Category: Data Processing
- Category: Model Deployment
- Category: Vector Databases
- Category: Prompt Patterns
- Category: LLM Application
