Agents & ADK Notebooks
27 notebooks from the
agents/area of GoogleCloudPlatform/generative-ai.
Agent Engine (17)
- Get started with Vertex AI Memory Bank — Builds a Vertex AI Memory Bank hotel concierge that stores and retrieves guest preferences across sessions.
- Customizing Memory Topics — Customizes Vertex AI Memory Bank topics for a financial advisor assistant and compares default vs custom extraction.
- Governance with Vertex AI Memory Bank — Builds a governed Vertex AI Memory Bank with TTL, topics, revision history, rollback, and cleanup.
- Get started with Memory Bank on ADK — Build ADK agents that generate, retrieve, preload, and customize Agent Engine Memory Bank memories.
- Building a Multimodal Trip Planner with ADK on Vertex AI Agent Engine Memory Bank — Builds and deploys a multimodal ADK trip planner using Vertex AI Agent Engine Memory Bank.
- Get started with A2A on Agent Engine — Builds, deploys, and queries an A2A Q&A agent on Vertex AI Agent Engine.
- Getting Started with Bidirectional Streaming v2 on Agent Runtime — Builds and deploys Agent Runtime bidirectional streaming agents, including a Live API audio agent.
- Claude with ADK on Vertex AI Agent Engine — Builds and deploys a Claude-powered ADK Reddit agent on Vertex AI Agent Engine with memory and tracing.
- Deploy your containerized agent on Agent Runtime (prev. Agent Engine) — Deploys a BYOC ADK weather agent to Agent Runtime and queries it through the Vertex AI API.
- Deploy your first agent to Vertex AI Agent Engine — Deploys ADK agents to Vertex AI Agent Engine with Express Mode, agent object, and inline source workflows.
- Get started with Agent Engine Terraform Deployment — Deploy Vertex AI Agent Engine agents with Terraform, cloudpickle packaging, and ADK tools.
- Get started with Cloud API Registry on Vertex AI Agent Engine — Builds and deploys an ADK BigQuery data analyst agent using Cloud API Registry on Vertex AI Agent Engine.
- Get started with Code Execution on Vertex AI Agent Engine — Runs LLM-generated Python securely with Vertex AI Agent Engine Sandbox and ADK agents.
- Getting Started with Live API on Agent Engine — Deploys bidirectional streaming agents on Vertex AI Agent Engine using Gemini Live API audio and ADK tools.
- MCP on Vertex AI Agent Engine with custom installation scripts — Deploys a Reddit MCP tool agent to Vertex AI Agent Engine with custom install scripts.
- Building multi-agent systems with Vertex AI and Claude — Builds a Vertex AI Agent Engine multi-agent market analysis system with Gemini, Claude, ADK, A2A, and MCP.
- Building Multi-Agent Systems with Vertex AI and Llama model — Builds a traced Vertex AI multi-agent trading analyst with Gemini, Llama, ADK, A2A, and MCP tools.
Cloud Run (1)
- Get started with Sessions and Memory Bank for ADK agents in Cloud Run — Builds an ADK weather agent with Vertex AI Sessions, Memory Bank, and Cloud Run deployment.
Gemini Data Analytics (4)
- Gemini Data Analytics: A2A HTTP API Sample — Calls Gemini Data Analytics DataA2AService over HTTP for agent cards, messages, artifacts, and cancellation.
- Gemini Data Analytics: A2A SDK API Sample — Uses the A2A Python SDK to send synchronous-style requests to Gemini Data Analytics.
- Intro to Gemini Data Analytics — Shows REST-based Gemini Data Analytics agents over BigQuery, Looker, or Looker Studio data.
- Intro to Gemini Data Analytics — Shows how to create Gemini Data Analytics agents over BigQuery, Looker, or Looker Studio and chat with them.
Gke (1)
- Get started with Sessions and Memory Bank for ADK agents in Google Kubernetes Engine — Builds an ADK weather agent with Vertex AI Sessions, Memory Bank, and GKE deployment.
Managed Agents (3)
- Intro to Managed Agents API on Agent Platform (cURL) — Shows how to manage and interact with Managed Agents on Agent Platform using REST and cURL.
- Intro to Managed Agents API on Agent Platform (Python) — Shows how to create, inspect, interact with, and delete Managed Agents with google-genai.
- Managed Agents API - Analyzing the 2026 World Cup — Deploys a Managed Agents API World Cup analyst agent with GCS skills and multi-turn interactions.
Skill Registry (1)
- Intro to Skill Registry — Introduces Skill Registry for creating, ingesting, registering, and semantically retrieving agent skills.