theaiautomators/claude-code-agentic-rag-masterclass

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# Cloud Code Agentic RAG Masterclass

Build an agentic RAG application from scratch by collaborating with Claude Code. Follow along with our video series using the docs in this repo.

[![Claude Code RAG Masterclass](./video-thumbnail.png)](https://www.youtube.com/watch?v=xgPWCuqLoek)

[Watch the full video on YouTube](https://www.youtube.com/watch?v=xgPWCuqLoek)

## What This Is

A hands-on course where you collaborate with Claude Code to build a full-featured RAG system. You're not the one writing code—Claude is. Your job is to guide it, understand what you're building, and course-correct when needed.

**You don't need to know how to code.** You do need to be technically minded and willing to learn about APIs, databases, and system architecture.

## What You'll Build

- **Chat interface** with threaded conversations, streaming, tool calls, and subagent reasoning
- **Document ingestion** with drag-and-drop upload and processing status
- **Full RAG pipeline**: chunking, embedding, hybrid search, reranking
- **Agentic patterns**: text-to-SQL, web search, subagents with isolated context

View full repository on GitHub →