Track 5: RAG: Retrieval-Augmented Generation, RAG in Production

From Notebook to Product: RAG Checklist

List what changes between a demo and a product.

Status: Coming soon BeginnerVideo lessonAbout 11 min
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Advanced RAG: Vector Databases, Hybrid Search, GraphRAG & Agentic RAG

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In this module

  1. From Notebook to Product: RAG Checklist
  2. RAG Security: Permissions, PII, Poisoned Documents
  3. Monitor and Trace RAG in Production (Phoenix, TruLens, Langfuse)
  4. Scaling RAG: Fresh Indexes, Latency, Cost, Millions of Docs
  5. Capstone: Company Docs Support Bot

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