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