Build RAG Applications: Get Started
Completed by Mahesh Wankhede
August 20, 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: Document Management
- Category: Prompt Patterns
- Category: LLM Application
- Category: Prompt Engineering
- Category: Data Processing
- Category: Large Language Modeling
- Category: AI Workflows
- Category: Model Deployment
- Category: Vector Databases
- Category: Retrieval-Augmented Generation
