Build RAG Applications: Get Started
Completed by Uppara Vinod Kumar
June 17, 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: Large Language Modeling
- Category: Document Management
- Category: Vector Databases
- Category: Data Processing
- Category: Prompt Engineering
- Category: Model Deployment
- Category: Prompt Patterns
- Category: Embeddings
- Category: Retrieval-Augmented Generation
