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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

5.1 Authenticating with the Multimodal Live API 5.2 API Key Management and Rotation 5.3 Endpoint Discovery and Usage Patterns 5.4 Request/Response Payload Structures 5.5 Streaming vs Batching Requests 5.6 Rate Limits and Retries 5.7 Webhooks and Event Subscriptions 5.8 Session and Context Management 5.9 Modality Negotiation and Fallbacks 5.10 Error Handling and Retries 5.11 Idempotent Operations 5.12 Security Best Practices for API Clients 5.13 SDKs: Setup and Examples 5.14 Logging, Telemetry, and Observability 5.15 Versioning and Deprecation Policies

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

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

The Multimodal Live API: Authentication, Endpoints, and Workflows

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Master how to securely access Gemini's Multimodal Live API, orchestrate endpoints, and design resilient client workflows.

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5.10 Error Handling and Retries

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