Build RAG Applications: Get Started
Completed by Erwann ZAROD-WERMEISTER
July 18, 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: Embeddings
- Category: Document Management
- Category: Prompt Patterns
- Category: Vector Databases
- Category: Model Deployment
- Category: LLM Application
- Category: AI Workflows
- Category: Large Language Modeling
- Category: Prompt Engineering
- Category: Data Processing
- Category: Retrieval-Augmented Generation
