Build RAG Applications: Get Started
Completed by Ruslan Ibragimovich Amanov
October 15, 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: Model Deployment
- Category: Large Language Modeling
- Category: AI Workflows
- Category: Document Management
- Category: Embeddings
- Category: Prompt Patterns
- Category: Prompt Engineering
- Category: LLM Application
- Category: Data Processing
- Category: Retrieval-Augmented Generation
