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Forward Deployed
Forward Deployed
Production AI Systems: sections and modules
T4.1

Enterprise RAG in production

Add access control, ingestion and guardrails to RAG.

About 3 h 53 min: 53 min reading + 3 h practice · 7 lessons

Scope
Enterprise layer only
Prerequisites

Lessons

Start module
7 lessons
  1. 1
    Why Access Control Shapes Enterprise RAG

    7 min

  2. 2
    The Seven Access Rules

    8 min

  3. 3
    Pushing Policy Into the Index

    6 min

  4. 4
    Permission-Aware Ingestion

    8 min

  5. 5
    The Security-First Query Graph

    8 min

  6. 6
    Output Guardrails and Refusals

    8 min

  7. 7
    Practise Enterprise RAG Interview Questions

    8 min

Also used in this module

Lessons taught in another module that this one builds on.

Practise and Check

Deliverable
ABAC design for a P2 corpus
Assessment
Checkpoint
Interview probe
Users see documents they shouldn't
Common mistakes
  • Filtering after retrieval

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