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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

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

11Deployment and Orchestration: Cloud and Edge

12Case Studies: Real-World RAG Scenarios

12.1 Real-World RAG Use Case: Customer Support12.2 Real-World RAG Use Case: Enterprise Search12.3 Real-World RAG Use Case: Knowledge Base Q&A12.4 Real-World RAG Use Case: Financial Analytics12.5 Real-World RAG Use Case: Healthcare Advice (Safe Use)12.6 Real-World RAG Use Case: E-commerce Assistance12.7 Real-World RAG Use Case: Legal Document Review12.8 Real-World RAG Use Case: Technical Documentation12.9 Real-World RAG Use Case: Education and Tutoring12.10 Real-World RAG Use Case: Travel Concierge12.11 Real-World RAG Use Case: IT Helpdesk12.12 Real-World RAG Use Case: Research Assistant12.13 Real-World RAG Use Case: Compliance Monitoring12.14 Real-World RAG Use Case: Marketing Analytics12.15 Real-World RAG Use Case: Media and Content Moderation

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/Case Studies: Real-World RAG Scenarios

Case Studies: Real-World RAG Scenarios

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Explore a diverse set of real-world RAG implementations to extract patterns, pitfalls, and lessons learned.

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12.3 Real-World RAG Use Case: Knowledge Base Q&A

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