Build a Multimodal Live Streaming Agent with ADK

Übersicht

Lehrplan

• Introduction to Multimodal AI and Real-Time Agents
Overview of Multimodal AI
Understanding Real-Time Processing
Introduction to Google's Agent Development Kit (ADK)
• Setting Up Your Development Environment
Installation of Required Tools and Dependencies
Navigating ADK and Basic Configuration
• Fundamentals of ADK
Key Features and Capabilities
Understanding the Geminis Live Streaming API
Benefits of Using ADK over Direct API Calls
• Designing Your Multimodal Streaming Agent
Defining Use Cases and Requirements
Architecting a Multimodal Agent Structure
• Implementing Queue Requests with ADK
Simplifying Queue Management
Handling Concurrent User Requests
• Event Management and Synchronization
Managing Asynchronous Events
Synchronizing Input from Multiple Modalities
• Integrating with the Live Streaming API
Understanding Live Stream Data Flows
Interfacing ADK with the API for Real-Time Updates
• Enhancing Agent Interactions
Incorporating Speech and Text Processing
Adding Visual Recognition Capabilities
• Testing and Debugging Multimodal Agents
Strategies for Effective Testing
Debugging Common Issues in Real-Time Systems
• Deploying Your Agent
Preparing for Deployment
Ensuring Scalability and Robustness
• Course Summary and Capstone Project
Recap of Key Concepts and Skills
Capstone Project: Build and Deploy a Fully Functional Multimodal Agent Using ADK

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Fachgebiete

Computer Science