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