Advanced Tutorial: GEPA-Based Prompt Optimization for Customer Support Agents
Comprehensive tutorial on Genetic Evolutionary Prompt Augmentation (GEPA) - an advanced technique for automatically optimizing LLM prompts using genetic algorithms, reflection, and evaluation. Learn how to build agents that improve their instructions through data-driven evolution.
End-to-End Implementation 01: Production Commerce Agent with Session Persistence
Complete end-to-end implementation of a production-ready commerce agent demonstrating multi-user session management, tool integration, proactive recommendations, and comprehensive testing with Google ADK v1.17.0.
Tutorial 06: Multi-Agent Systems - Complex Orchestration
Build sophisticated multi-agent systems combining sequential and parallel workflows for complex business processes and decision-making systems.
Tutorial 07: Loop Agents - Iterative Refinement
Create self-improving agents using LoopAgent for iterative refinement, quality control, and progressive enhancement of outputs.
Tutorial 09: Callbacks and Guardrails - Agent Safety and Monitoring
Implement safety guardrails and monitoring callbacks to control agent behavior, prevent harmful outputs, and track agent performance.
Tutorial 12: Planners and Thinking - Strategic Agent Planning
Implement planning and reasoning capabilities in agents using strategic thinking patterns, task decomposition, and execution planning.
Tutorial 13: Code Execution - Dynamic Python Code Generation
Enable your agents to write and execute Python code for calculations, data analysis, and complex computations using Gemini 2.0+'s built-in code execution capability.
Tutorial 14: Streaming and Server-Sent Events (SSE) - Real-Time Responses
Build streaming agents that deliver real-time responses to users, perfect for chat interfaces and live updates using Server-Sent Events.
Tutorial 15: Live API and Audio - Real-Time Voice Interactions
Create voice-enabled agents using Gemini's Live API for real-time audio streaming and voice-to-voice conversations.
Tutorial 16: Model Context Protocol (MCP) Integration - Standardized Tool Protocols
Integrate MCP servers for standardized tool access including filesystem, databases, and external services using the Model Context Protocol.
Tutorial 17: Agent-to-Agent Communication - Distributed Systems
Build distributed agent systems with agent-to-agent communication, delegation, and coordination for complex multi-agent orchestration.
Tutorial 18: Events and Observability - Agent Monitoring
Implement comprehensive observability for agents with event tracking, metrics collection, and monitoring dashboards for production systems.
Tutorial 19: Artifacts and Files - Content Generation and Management
Generate and manage files, documents, and artifacts using agents for content creation, code generation, and file processing workflows.
Tutorial 21: Multimodal and Image Processing - Visual AI Agents
Build agents that process images, documents, and multimodal content using Gemini's vision capabilities for visual analysis and understanding.
Tutorial 24: Advanced Observability - Enterprise Monitoring
Implement enterprise-grade observability with metrics, traces, logs, and alerting for production agent systems at scale.
Tutorial 25: Best Practices - Production-Ready Agent Development
Learn essential best practices for building production-ready agents including security, performance, testing, and maintenance strategies.
Tutorial 26: Gemini Enterprise (formerly AgentSpace) - Enterprise Agent Platform
Deploy and manage agents on Gemini Enterprise for enterprise-grade agent orchestration, collaboration, and governance.
Tutorial 27: Third-Party Tools - External Service Integration
Integrate third-party services and tools into agents using REST APIs, SDKs, and custom toolsets for extended functionality.
Tutorial 28: Using Other LLMs - Multi-Model Support
Configure agents to work with different LLM providers including OpenAI, Anthropic, and local models for diverse AI capabilities.
Tutorial 37: Native RAG with File Search - Policy Navigator
Build a production-ready policy management system using Gemini's native File Search API - no external vector databases needed. Learn enterprise RAG with multi-agent orchestration.