Build RAG Applications: Get Started
Completed by Nicolas Siagian
June 24, 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: Model Deployment
- Category: Vector Databases
- Category: Prompt Patterns
- Category: Embeddings
- Category: Document Management
- Category: Prompt Engineering
- Category: Large Language Modeling
- Category: AI Workflows
- Category: LLM Application
- Category: Data Processing
- Category: Retrieval-Augmented Generation
