Track 5: RAG: Retrieval-Augmented Generation
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
45 lessons
Track 5: RAG: Retrieval-Augmented Generation, RAG in Production
RAG Security: Permissions, PII, Poisoned Documents
Enforce who can see which document.
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Course
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
Udemy: coming soon
Tools
- Microsoft Presidio (open-source, free)
Watch first
Then try
In this module
- From Notebook to Product: RAG Checklist
- RAG Security: Permissions, PII, Poisoned Documents
- Monitor and Trace RAG in Production (Phoenix, TruLens, Langfuse)
- Scaling RAG: Fresh Indexes, Latency, Cost, Millions of Docs
- Capstone: Company Docs Support Bot
The course this lesson belongs to