Build RAG Applications: Get Started
Completed by Abhijeet Upadhyay
August 27, 2025
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
