Enterprise RAG Architecture

Publication Specifications

FORMATDRM-Free PDF
LENGTH36 Pages
TIERpremium Edition
PUBLISHERBlizarra Ltd
Premium36 pages • Instant Download

Enterprise RAG Architecture

Multi-tenant security, ACL document filtering, semantic caching, and air-gapped deployments.

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About this Book

When compliance and scale are non-negotiable. Learn how Global 2000 enterprises implement RAG across Jira, Confluence, SharePoint, and Google Drive while strictly adhering to user permissions and zero-trust security policies.

Target Audience: Enterprise architects, principal engineers, and CTOs deploying internal AI knowledge systems.

What You Will Learn & Build

Enforce Access Control Lists (ACLs) directly inside vector search queries
Ingest enterprise document lakes with real-time change-data-capture (CDC)
Deploy air-gapped on-premise clusters with Kubernetes and custom vector nodes
Audit search queries for sensitive compliance and SOC 2 / HIPAA requirements

Table of Contents

1. Enterprise Requirements: ACLs, Multi-Tenancy & Zero TrustSection 1
2. Document Ingestion at Scale: Connectors, OCR & CDC PipelinesSection 2
3. Post-Filter vs Pre-Filter vs Native Permission-Aware Vector IndexingSection 3
4. High-Availability Vector Clusters: Sharding, Replication & FailoverSection 4
5. Air-Gapped Deployments in Regulated IndustriesSection 5
6. Audit Trails, Governance Dashboards & Compliance ReportingSection 6
7. Evaluation & Quality Assurance for Enterprise RAGSection 7
8. Cost Modeling & Chargeback Across Business UnitsSection 8