Build RAG Applications: Get Started
Completed by Ashish Kumar
May 14, 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: Data Processing
- Category: LLM Application
- Category: Model Deployment
- Category: Document Management
- Category: Vector Databases
- Category: Prompt Engineering
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Retrieval-Augmented Generation
