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Building Real-Time RAG Systems with Gemini & the Multimodal Live API

Chapters

1Foundations of Real-Time Retrieval-Augmented Generation

2Gemini Fundamentals: Architecture and Multimodal Capabilities

3Data Sources and Vector Stores for Real-Time RAG

4Real-Time Ingestion and Streaming Data Pipelines

5The Multimodal Live API: Authentication, Endpoints, and Workflows

6Prompt Engineering for RAG with Gemini

7Memory and Context Management in Real-Time RAG

8Latency, Throughput, and Quality of Service

9Security, Privacy, and Compliance in RAG Systems

9.1 Data Encryption at Rest and In Transit 9.2 Access Control Models (RBAC, ABAC)9.3 Secrets Management and Key Rotation 9.4 Privacy by Design 9.5 Data Anonymization Techniques 9.6 Compliance Frameworks (GDPR, CCPA, HIPAA)9.7 Audit Trails and Immutable Logs 9.8 Compliance Testing and Certification 9.9 Incident Response and Breach Notification 9.10 Data Residency and Sovereignty 9.11 Secure Coding Practices 9.12 Threat Modeling and Vulnerability Assessments 9.13 Privacy-Preserving Computation 9.14 Data Minimization Strategies 9.15 Vendor Risk Management

10Evaluation, Metrics, and A/B Testing for RAG

11Deployment and Orchestration: Cloud and Edge

12Case Studies: Real-World RAG Scenarios

13Advanced Retrieval Techniques: Hybrid Search and Re-ranking

14Observability: Monitoring, Logging, and Debugging

15Extending Gemini with Custom Tools and Plugins

Courses/Building Real-Time RAG Systems with Gemini & the Multimodal Live API/Security, Privacy, and Compliance in RAG Systems

Security, Privacy, and Compliance in RAG Systems

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Implement robust security, data privacy, and regulatory compliance across data flows, storage, and model interactions.

Content

14 of 15

9.14 Data Minimization Strategies

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