Build RAG Applications: Get Started
Completed by Hemant Kumar
September 13, 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: Vector Databases
- Category: Retrieval-Augmented Generation
- Category: Model Deployment
- Category: Large Language Modeling
- Category: Prompt Patterns
- Category: Prompt Engineering
- Category: LLM Application
- Category: AI Workflows
- Category: Data Processing
- Category: Embeddings
- Category: Document Management
