Build RAG Applications: Get Started
Completed by Michael Rafael Cruz
June 20, 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: Document Management
- Category: Prompt Patterns
- Category: Embeddings
- Category: LLM Application
- Category: AI Workflows
- Category: Model Deployment
- Category: Retrieval-Augmented Generation
- Category: Vector Databases
- Category: Data Processing
- Category: Large Language Modeling
