Build RAG Applications: Get Started
Completed by Jeremy Kruid
October 12, 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: Retrieval-Augmented Generation
- Category: Document Management
- Category: Data Processing
- Category: Large Language Modeling
- Category: LLM Application
- Category: AI Workflows
- Category: Vector Databases
- Category: Model Deployment
- Category: Prompt Patterns
- Category: Embeddings
