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
Scaling RAG: Fresh Indexes, Latency, Cost, Millions of Docs
Plan incremental indexing, caching and sharding.
Get notified on YouTube Udemy certificate: coming soon
Course
Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG
Udemy: coming soon
Tools
- Milvus / Zilliz (open-source, freemium)
- Qdrant (open-source, freemium)
Watch first
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