Build RAG Applications: Get Started
Completed by Rebecca Owens
October 9, 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: Prompt Engineering
- Category: Data Processing
- Category: Document Management
- Category: Large Language Modeling
- Category: Prompt Patterns
- Category: LLM Application
- Category: AI Workflows
- Category: Model Deployment
- Category: Vector Databases
- Category: Retrieval-Augmented Generation
- Category: Embeddings
