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