René's URL Explorer Experiment


Title: Agent Runtime  |  Gemini Enterprise Agent Platform  |  Google Cloud Documentation

Open Graph Title: Agent Runtime  |  Gemini Enterprise Agent Platform  |  Google Cloud Documentation

Description: Learn about Agent Runtime, a set of services that enables developers to deploy, manage, and scale AI agents in production.

Open Graph Description: Learn about Agent Runtime, a set of services that enables developers to deploy, manage, and scale AI agents in production.

Opengraph URL: https://docs.cloud.google.com/gemini-enterprise-agent-platform/build/runtime

direct link

Domain: cloud.google.com

Hey, it has json ld scripts: 
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Links:

Skip to main content https://cloud.google.com/gemini-enterprise-agent-platform/build/runtime#main-content
https://cloud.google.com/
Documentation https://docs.cloud.google.com/docs
Get Started with Google Cloud https://docs.cloud.google.com/docs/get-started
Product List https://docs.cloud.google.com/docs/product-list
Cloud Customer Care https://docs.cloud.google.com/support/docs
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Apigee API Management https://docs.cloud.google.com/apigee
BigQuery https://docs.cloud.google.com/bigquery
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Looker https://docs.cloud.google.com/looker
Access and resources management https://docs.cloud.google.com/docs/access-resources
Costs and usage management https://docs.cloud.google.com/docs/costs-usage
Infrastructure as code https://docs.cloud.google.com/docs/iac
SDK, languages, frameworks, and tools https://docs.cloud.google.com/docs/devtools
AI and ML https://docs.cloud.google.com/docs/ai-ml
Application development https://docs.cloud.google.com/docs/application-development
Application hosting https://docs.cloud.google.com/docs/application-hosting
Compute https://docs.cloud.google.com/docs/compute-area
Data analytics and pipelines https://docs.cloud.google.com/docs/data
Databases https://docs.cloud.google.com/docs/databases
Distributed, hybrid, and multicloud https://docs.cloud.google.com/docs/dhm-cloud
Industry solutions https://docs.cloud.google.com/docs/industry
Migration https://docs.cloud.google.com/docs/migration
Networking https://docs.cloud.google.com/docs/networking
Observability and monitoring https://docs.cloud.google.com/docs/observability
Security https://docs.cloud.google.com/docs/security
Storage https://docs.cloud.google.com/docs/storage
Console https://console.cloud.google.com/
https://docs.cloud.google.com/gemini-enterprise-agent-platform
Gemini Enterprise Agent Platform https://docs.cloud.google.com/gemini-enterprise-agent-platform
Start freehttps://console.cloud.google.com/freetrial
Overview https://docs.cloud.google.com/gemini-enterprise-agent-platform
Studio https://docs.cloud.google.com/gemini-enterprise-agent-platform/agent-studio
Agents https://docs.cloud.google.com/gemini-enterprise-agent-platform/agents
Models https://docs.cloud.google.com/gemini-enterprise-agent-platform/models
Notebooks https://docs.cloud.google.com/gemini-enterprise-agent-platform/notebooks/overview
API reference https://docs.cloud.google.com/gemini-enterprise-agent-platform/apis
Agent Platform https://cloud.google.com/products/gemini-enterprise-agent-platform/pricing
Generative AI https://cloud.google.com/gemini-enterprise-agent-platform/generative-ai/pricing
Engineering Blog https://docs.cloud.google.com/gemini-enterprise-agent-platform/blog
https://cloud.google.com/
Documentation https://cloud.google.com/docs
Overview https://cloud.google.com/gemini-enterprise-agent-platform
Studio https://cloud.google.com/gemini-enterprise-agent-platform/agent-studio
Agents https://cloud.google.com/gemini-enterprise-agent-platform/agents
Models https://cloud.google.com/gemini-enterprise-agent-platform/models
Notebooks https://cloud.google.com/gemini-enterprise-agent-platform/notebooks/overview
API reference https://cloud.google.com/gemini-enterprise-agent-platform/apis
Engineering Blog https://cloud.google.com/gemini-enterprise-agent-platform/blog
Console https://console.cloud.google.com/
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/agents
Get an API keyhttps://cloud.google.com/gemini-enterprise-agent-platform/models/start/api-keys
Build an agent with ADK and Agents CLIhttps://cloud.google.com/gemini-enterprise-agent-platform/agents/quickstart-adk
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-agent
Set up the environmenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/setup
Agent Gardenhttps://cloud.google.com/gemini-enterprise-agent-platform/build/agent-garden
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender
Install and configure the CLIhttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/set-up-environment
Scan and verify code vulnerabilitieshttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/scan-and-verify
CodeMender find modeshttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/find-modes
Integrate with CI/CDhttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/integrate-with-cicd
Import third-party security findingshttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/import-findings
Fix code vulnerabilities and manage diffshttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/fix-and-patch
Manage sessions and export reportshttps://cloud.google.com/gemini-enterprise-agent-platform/agents/codemender/manage-sessions
Use Deep Researchhttps://cloud.google.com/gemini-enterprise-agent-platform/agents/use-deep-research
Agent cardhttps://cloud.google.com/gemini-enterprise-agent-platform/agents/google/deep-research
Agent Studiohttps://cloud.google.com/gemini-enterprise-agent-platform/agent-studio/design-agents
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/managed-agents
Create and manage agentshttps://cloud.google.com/gemini-enterprise-agent-platform/build/managed-agents/create-manage
Interact with agentshttps://cloud.google.com/gemini-enterprise-agent-platform/build/managed-agents/interact-with-agents
Sandbox environmenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/managed-agents/sandbox-environment
Evaluate agentshttps://cloud.google.com/gemini-enterprise-agent-platform/build/managed-agents/evaluate
Quickstart: Develop with agent frameworks on Agent Runtimehttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/quickstart
ADK Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/adk
Quickstart: Develop with Agent Development Kit on Agent Runtimehttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/quickstart-adk
Develop an ADK agenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-adk-agent
Agent2Agenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-a2a-agent
LangChainhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-langchain-agent
LangGraphhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-langgraph-agent
AG2https://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-ag2-agent
LlamaIndexhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-llamaindex-agent
Create a custom agenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-custom-agent
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/skill-registry
Create and manage skillshttps://cloud.google.com/gemini-enterprise-agent-platform/build/skill-registry/create-manage
Authenticate to services using 3-legged OAuth with auth managerhttps://cloud.google.com/iam/docs/auth-with-3lo
Authenticate to services using 2-legged OAuth with auth managerhttps://cloud.google.com/iam/docs/auth-with-2lo
Authenticate to services using API key with auth managerhttps://cloud.google.com/iam/docs/auth-with-api-key
RAG overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/rag-overview
RAG quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/rag-quickstart
RAG Engine billinghttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/rag-engine-billing
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/deployment-modes
Managing Spanner modehttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/spanner-mode
Serverless modehttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/serverless-mode
Switching between modeshttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/switching-modes
Data ingestionhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-data-ingestion
Generative modelshttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/supported-rag-models
Embedding modelshttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-embedding-models
Supported documentshttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/supported-documents
Fine-tune RAG transformationshttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/fine-tune-rag-transformations
Use Document AI layout parserhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/layout-parser-integration
Use the LLM parserhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/llm-parser
Overview of vector database choiceshttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/vector-db-choices
Use RagManagedDb with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-ragmanageddb-with-rag
Use Agent Platform Vector Search 2.0 with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-rag-managed-vertex-ai-vector-search
Use Agent Platform Vector Search with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-vertexai-vector-search
Use Feature Store with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-feature-store-with-rag
Use Weaviate with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-weaviate-db
Use Pinecone with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-pinecone
Use Agent Platform Search with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-vertexai-search
Reranking for RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/retrieval-and-ranking
Manage your RAG corpushttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/manage-your-rag-corpus
Filter with metadata searchhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-metadata-search
Use CMEK with RAGhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/rag-supports-cmek
Use RAG in Gemini Live APIhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/use-rag-in-live-api
RAG Cross Corpus Retrievalhttps://cloud.google.com/gemini-enterprise-agent-platform/build/rag-engine/cross-corpus-retrieval
List and count tokenshttps://cloud.google.com/gemini-enterprise-agent-platform/models/capabilities/list-token
Use the Count Tokens APIhttps://cloud.google.com/gemini-enterprise-agent-platform/models/capabilities/get-token-count
Multimodal datasetshttps://cloud.google.com/gemini-enterprise-agent-platform/models/capabilities/datasets
Use Agent Searchhttps://cloud.google.com/gemini-enterprise-agent-platform/models/vertex-ai-search
Vector Search overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/overview
Try ithttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/try-it
Vector Search quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/quickstart
Before you beginhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/setup
Notebook tutorialshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/notebooks
About hybrid searchhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/about-hybrid-search
Input data format and structurehttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/format-structure
Create and manage your indexhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/create-manage-index
Storage-optimized indexeshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/storage-optimized-vector-search
Index configuration parametershttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/configuring-indexes
Update and rebuild indexhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/update-rebuild-index
Filter vector matcheshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/filtering
Import index data from BigQueryhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/import-index-data-from-big-query
Embeddings with metadatahttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/using-metadata
Set up Vector Search with Private Service Connecthttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/private-service-connect
Queryhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/query-index-vpc
JSON Web Token authenticationhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/jwt-auth?topic_type=authentication
Deployhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/deploy-index-public
Queryhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/query-index-public-endpoint
Set up a VPC network peering connectionhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/vpc
Deployhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/deploy-index-vpc
Queryhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/query-index-vpc
JSON Web Token authenticationhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/jwt-auth
Monitor a deployed indexhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/monitor
Use custom organization policieshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/custom-constraints
Get supporthttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search/support
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/overview
Try ithttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/try-it
Migrate from Vector Search 1.0https://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/migration-from-vs-1_0
Collectionshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/collections/collections
Autogenerated Embeddingshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/embeddings/autogenerating-embeddings
Indexeshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/indexes/indexes
Data Objectshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/data-objects/data-objects
Using ETags for Concurrency Controlhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/data-objects/using-etags-for-concurrency-control
Querying Collections for Data Objectshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/query-search/query
Searching for Data Objectshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/query-search/search
Rerankinghttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/query-search/reranking
Search documents in a data storehttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/query-search/search-data-stores
Use MCP to connect to AI and custom applicationshttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/use-agent-retrieval-mcp
Customer Managed Encryption Keys (CMEK)https://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/cmek
Multi-region High Availabilityhttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/multi-region-high-availability
Audit logginghttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/audit-logging
Quotashttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/quotas
Get supporthttps://cloud.google.com/gemini-enterprise-agent-platform/build/vector-search-2/support
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime
Deploy agentshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/deploy-an-agent
Provision agents with Terraformhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-terraform
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/manage-deployed-agents
Manage agent accesshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/manage-agent-access
Manage revisions and traffichttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/manage-revisions-and-traffic
Set up tracinghttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/tracing
Set up logginghttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/logging
Set up monitoringhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/monitoring
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-an-agent
Agent Development Kithttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-an-adk-agent
Agent2Agenthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-an-a2a-agent
LangChainhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-a-langchain-agent
LangGraphhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-a-langgraph-agent
AG2https://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-an-ag2-agent
LlamaIndexhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-a-llamaindex-agent
Customhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-a-custom-agent
Runtime contracthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/runtime-contract
Agent Identity with Agent Runtimehttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-identity
Route traffic through Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-gateway-runtime-deploy
Bidirectional streaminghttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/bidirectional-streaming
Optimize and scale Agent Runtime performancehttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/optimize-and-scale
Use Private Service Connect (PSC) interfaceshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/private-service-connect-interface
Agent Runtime SDK migrationhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/sdk-migration
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sessions
Manage sessions with Agent Development Kithttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sessions/manage-with-adk
Manage sessions using the console or API callshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sessions/manage-with-api
Control access to sessions with IAM Conditionshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sessions/iam-conditions
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/feedback-service
Manage feedback using Python SDK or REST APIhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/feedback-service/manage-with-sdk-or-api
View feedback in the consolehttps://cloud.google.com/gemini-enterprise-agent-platform/scale/feedback-service/view-with-ui
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank
Set up Memory Bankhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/setup
API quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/api-quickstart
ADK quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/adk-quickstart
Generate memorieshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/generate-memories
Ingest eventshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/ingest-events
Memory profileshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/profiles
Fetch memorieshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/fetch-memories
Memory revisionshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/revisions
Control access to Memory Bank with IAM Conditionshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/memory-bank/iam-conditions
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/code-execution-overview
Quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/code-execution-quickstart
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/computer-use
Quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/computer-use-quickstart
Shell sandbox quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/shell-sandbox-quickstart
Manage sandboxeshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/manage-sandboxes
Manage sandbox templateshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/manage-templates
Manage snapshotshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/manage-snapshots
Configure VPC Service Controls for sandboxeshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/configure-vpc-sc
Configure customer-managed encryption keys (CMEK) for sandboxeshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/configure-cmek
Custom containers (BYOC)https://cloud.google.com/gemini-enterprise-agent-platform/scale/sandbox/custom-containers
Autonomous agent schedulinghttps://cloud.google.com/gemini-enterprise-agent-platform/scale/efficiency/autonomous-scheduling
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern
Safety (Responsible AI)https://cloud.google.com/gemini-enterprise-agent-platform/govern/safety
Share an agenthttps://cloud.google.com/gemini-enterprise-agent-platform/govern/share-agent
Agent Identity overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/agent-identity-overview
Identity delegation architecturehttps://cloud.google.com/gemini-enterprise-agent-platform/govern/identity-delegation-architecture
Create and deploy an agent with Agent CLI and Agent Identityhttps://cloud.google.com/iam/docs/create-and-deploy-agent
Authenticate to Google Cloud using an agent's own identityhttps://cloud.google.com/iam/docs/auth-agent-own-identity
Authenticate to external services using an agent's own identityhttps://cloud.google.com/iam/docs/auth-agent-own-identity-external
Agent Identity auth manager overviewhttps://cloud.google.com/iam/docs/auth-manager-overview
Authenticate using 3-legged OAuthhttps://cloud.google.com/iam/docs/auth-with-3lo-v2
Authenticate using 2-legged OAuthhttps://cloud.google.com/iam/docs/auth-with-2lo-v2
Authenticate using an API keyhttps://cloud.google.com/iam/docs/auth-with-api-key-v2
Manage auth providershttps://cloud.google.com/iam/docs/manage-auth-providers-v2
Migrate to the Agent Identity APIhttps://cloud.google.com/iam/docs/migrate-to-agent-identity-api
Use custom organization policies for auth managerhttps://cloud.google.com/iam/docs/agent-identity-custom-constraints
Locationshttps://cloud.google.com/iam/docs/agent-identity-locations
Agent Registryhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/agent-registry
Agent Endpointhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/agent-endpoint
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/topology
View topologies for a projecthttps://cloud.google.com/gemini-enterprise-agent-platform/govern/topology/view-project-topology
View traffic for an agenthttps://cloud.google.com/gemini-enterprise-agent-platform/govern/topology/view-agent-registry-topology
Troubleshoot querieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/topology/troubleshoot
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/overview
Unified Access Policies overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/overview-uap
IAM Unified Access Policies overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/iam-overview-uap
Create IAM Unified Access Policieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/configure-iam-policies-uap
Manage IAM Unified Access Policieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/manage-iam-policies-uap
CEL attributes for Unified Access Policieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/cel-attributes-uap
Semantic governance policies overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/semantic-governance-overview
Configure semantic governance policieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/configure-semantic-governance
Best practices for using Semantic governance policieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/best-practices
Semantic governance policies adversarial benchmarkinghttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/adversarial-benchmarking
Governing Agent Skillshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/govern-agent-skills
Monitor semantic governance policieshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/monitor-semantic-governance
Viewing policy logshttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/monitoring
Token management policies overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/token-management-overview
Authenticate your MCP server with IAPhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/policies/iap-cloud-run-mcp
Agent Gateway overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/agent-gateway-overview
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/agent-gateway-managed-overview
Set up Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/set-up-agent-gateway
Set up Agent Gateway with VPC connectivityhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/set-up-vpc-connectivity
Delegate authorizationhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/delegate-authorization
Route Agent Runtime traffic through Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/agent-gateway-runtime-deploy
Route Gemini Enterprise traffic through Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/agent-gateway-ge-deploy
Extensible policies on Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/extension-bindings-overview
Manage Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/manage-agent-gateways
Monitor Agent Gateway traffichttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/monitor-agent-gateway
Troubleshoot Agent Gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/troubleshoot-agent-gateway
Agent Gateway ISV partnershttps://cloud.google.com/gemini-enterprise-agent-platform/govern/gateways/agw-partners
Codelab: Govern agentic workloads with Agent Platformhttps://codelabs.developers.google.com/cloudnet-agent-gateway
Codelab: Agent Gateway egress from Agent Runtime to Google MCP servershttps://codelabs.developers.google.com/agw-cuj-arun-egress-gmcp
Codelab: Agent Gateway egress from Agent Runtime to external MCP servershttps://codelabs.developers.google.com/agw-cuj-arun-egress-emcp
Codelab: Agent Gateway egress from Agent Runtime to VPC networkhttps://codelabs.developers.google.com/agw-cuj-arun-egress-vpc
Codelab: Agent Gateway governance with cross-project Runtime agentshttps://codelabs.developers.google.com/agw-multiproject
Codelab: Private Agent Gateway egress for Gemini Enterprisehttps://codelabs.developers.google.com/agw-ge-custom-mcp-egress-vpc-registry
View security findingshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/view-security-findings
Configure Model Armor on a gatewayhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/configure-model-armor
Monitor content securityhttps://cloud.google.com/gemini-enterprise-agent-platform/govern/monitor-content-security
View Model Armor spanshttps://cloud.google.com/gemini-enterprise-agent-platform/govern/view-model-armor-spans
Agent Anomaly Detectionhttps://cloud.google.com/gemini-enterprise-agent-platform/agent-anomalies-overview
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/optimize
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/observability/overview
View agent traceshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/observability/traces
Agent evaluationhttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/agent-evaluation
Evaluate your agentshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/evaluate-agents
Run Offline Evaluationshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/evaluate-offline
Simulate agent behaviorhttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/evaluate-simulated
Continuous evaluation with Online Monitorshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/evaluate-online
Manage evaluation metricshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/manage-metrics
Analyze evaluation results and failure clustershttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/view-results
Configure quality alertshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/quality-alerts
Optimize agent promptshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/evaluation/optimize-agent
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/example-store/overview
Quickstarthttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/example-store/quickstart
Create Example Storeshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/example-store/create-examplestore
Upload exampleshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/example-store/upload-examples
Retrieve exampleshttps://cloud.google.com/gemini-enterprise-agent-platform/optimize/example-store/retrieve-examples
Overviewhttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting
Agent Platform Runtime environment setuphttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/runtime-setup
Create an agenthttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/agent-creation
Agent deploymenthttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/agent-deployment
Use an agenthttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/agent-usage
Agent Gateway connectivityhttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/troubleshoot-agent-gateway
IAM Unified Access Policieshttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/troubleshoot-iam-policies-uap
Manage deployed agentshttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/managing-deployed-agents
Code Executionhttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/code-execution
Memory Bankhttps://cloud.google.com/gemini-enterprise-agent-platform/troubleshooting/memory-bank
Get Started with Google Cloud https://cloud.google.com/docs/get-started
Product List https://cloud.google.com/docs/product-list
Cloud Customer Care https://cloud.google.com/support/docs
Agent Platform https://cloud.google.com/products/gemini-enterprise-agent-platform
Apigee API Management https://cloud.google.com/apigee
BigQuery https://cloud.google.com/bigquery
Compute Engine https://cloud.google.com/products/compute
Cloud CDN https://cloud.google.com/cdn
Cloud Run https://cloud.google.com/run
Cloud Storage https://cloud.google.com/storage
Cloud SQL https://cloud.google.com/sql
Gemini Enterprise https://cloud.google.com/gemini/enterprise/docs
Google Kubernetes Engine https://cloud.google.com/kubernetes-engine
Looker https://cloud.google.com/looker
Access and resources management https://cloud.google.com/docs/access-resources
Costs and usage management https://cloud.google.com/docs/costs-usage
Infrastructure as code https://cloud.google.com/docs/iac
SDK, languages, frameworks, and tools https://cloud.google.com/docs/devtools
AI and ML https://cloud.google.com/docs/ai-ml
Application development https://cloud.google.com/docs/application-development
Application hosting https://cloud.google.com/docs/application-hosting
Compute https://cloud.google.com/docs/compute-area
Data analytics and pipelines https://cloud.google.com/docs/data
Databases https://cloud.google.com/docs/databases
Distributed, hybrid, and multicloud https://cloud.google.com/docs/dhm-cloud
Industry solutions https://cloud.google.com/docs/industry
Migration https://cloud.google.com/docs/migration
Networking https://cloud.google.com/docs/networking
Observability and monitoring https://cloud.google.com/docs/observability
Security https://cloud.google.com/docs/security
Storage https://cloud.google.com/docs/storage
Agent Platform https://cloud.google.com/products/gemini-enterprise-agent-platform/pricing
Generative AI https://cloud.google.com/gemini-enterprise-agent-platform/generative-ai/pricing
Home https://docs.cloud.google.com/
Documentation https://docs.cloud.google.com/docs
AI and ML https://docs.cloud.google.com/docs/ai-ml
Gemini Enterprise Agent Platform https://docs.cloud.google.com/gemini-enterprise-agent-platform
Agents https://docs.cloud.google.com/gemini-enterprise-agent-platform/agents
Open in Colabhttps://colab.research.google.com/github/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/intro_agent_engine.ipynb
Open in Colab Enterprisehttps://console.cloud.google.com/agent-platform/colab/import/https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fgenerative-ai%2Fmain%2Fgemini%2Fagent-engine%2Fintro_agent_engine.ipynb
Open in Agent Platform Workbenchhttps://console.cloud.google.com/agent-platform/workbench/deploy-notebook?download_url=https%3A%2F%2Fraw.githubusercontent.com%2FGoogleCloudPlatform%2Fgenerative-ai%2Fmain%2Fgemini%2Fagent-engine%2Fintro_agent_engine.ipynb
View on GitHubhttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/intro_agent_engine.ipynb
Deployhttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/deploy-an-agent
function callinghttps://cloud.google.com/gemini-enterprise-agent-platform/models/tools/function-calling
different languages and frameworkshttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime#supported-frameworks
Agent2Agent open protocolhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-a2a-agent
ReasoningEnginehttps://cloud.google.com/gemini-enterprise-agent-platform/reference/rest/v1/projects.locations.reasoningEngines
Set up the environmenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/setup
Develop an agenthttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-agent
Deploy the agenthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/deploy-an-agent
Use the agenthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/use-an-agent
Manage the deployed agenthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/manage-deployed-agents
runtime contracthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/runtime-contract
Deploy from a container imagehttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/deploy-an-agent#from-container-image
Deploy from a Dockerfilehttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/deploy-an-agent#from-dockerfile
Runtime contracthttps://cloud.google.com/gemini-enterprise-agent-platform/scale/runtime/runtime-contract
CrewAIhttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/evaluating_crewai_agent_engine_customized_template.ipynb
custom frameworkshttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-custom-agent
LangChainhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-langchain-agent
LangGraphhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-langgraph-agent
AG2https://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-ag2-agent
LlamaIndexhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-a-llamaindex-agent
Agent Development Kit (ADK)https://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/create-an-adk-agent
adk CLIhttps://adk.dev/api-reference/cli/#adk-deploy-agent-engine
adkgo CLIhttps://github.com/google/adk-go
Agents CLIhttps://google.github.io/agents-cli/
Terraformhttps://cloud.google.com/docs/terraform
Quickstarthttps://google.github.io/agents-cli/
Agent Platform SDK (Python) notebook - Intro to Building and Deploying an Agent with Agent Runtimehttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/intro_agent_engine.ipynb
Agent Platform SDK (Python) notebook - Building and Deploying a Google Maps API Agent with Agent Runtimehttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tutorial_google_maps_agent.ipynb
Blog post - Announcing LangChain on Gemini Enterprise Agent Platform for AlloyDB and Cloud SQL for PostgreSQLhttps://cloud.google.com/blog/products/databases/alloydb-and-cloudsql-for-postgresql-on-langchain-on-vertex-ai
Agent Platform SDK (Python) notebook - Deploying a RAG Application with Cloud SQL for PostgreSQL to Agent Runtimehttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tutorial_cloud_sql_pg_rag_agent.ipynb
Agent Platform SDK (Python) notebook - Deploying a RAG Application with AlloyDB for PostgreSQL to Agent Runtimehttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tutorial_alloydb_rag_agent.ipynb
Agent Platform SDK (Python) notebook - Deploying an Agent with Agent Runtime and MCP Toolbox for Databaseshttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tutorial_mcp_toolbox_for_databases.ipynb
Agent Platform SDK (Python) notebook - Building a Conversational Search Agent with Agent Runtime and RAG on Agent Searchhttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tutorial_vertex_ai_search_rag_agent.ipynb
Blog post - GenAI GraphRAG and AI agents using Agent Runtime with LangChain and Neo4jhttps://www.googlecloudcommunity.com/gc/Cloud-Product-Articles/GenAI-GraphRAG-and-AI-agents-using-Vertex-AI-Reasoning-Engine/ta-p/789066
Blog post - Simplify GenAI RAG with MongoDB Atlas and Agent Runtimehttps://www.mongodb.com/developer/products/atlas/ragdeployment-vertex-ai-reasoning-engine/
Agent Development Kit -- Deploy to Agent Runtimehttp://google.github.io/adk-docs/deploy/agent-engine
Blog post - OneTwo and Agent Runtime: exploring advanced AI agent development on Google Cloudhttps://www.googlecloudcommunity.com/gc/Community-Blogs/OneTwo-and-Vertex-AI-Reasoning-Engine-exploring-advanced-AI/ba-p/788254
Agent Platform SDK (Python) notebook - Building and Deploying a LangGraph Application with Agent Runtimehttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tutorial_langgraph.ipynb
Agent Platform SDK (Python) notebook - Debugging and Optimizing Agents: A Guide to Tracing in Agent Runtimehttps://github.com/GoogleCloudPlatform/generative-ai/blob/main/gemini/agent-engine/tracing_agents_in_agent_engine.ipynb
A2A protocol documentationhttps://a2a-protocol.org/
Locationshttps://cloud.google.com/gemini-enterprise-agent-platform/resources/agent-locations
Quota and system limitshttps://cloud.google.com/gemini-enterprise-agent-platform/resources/agent-quotas
Gemini Enterprise Agent Platform pricinghttps://cloud.google.com/products/gemini-enterprise-agent-platform/pricing
ADKhttps://cloud.google.com/gemini-enterprise-agent-platform/build/adk
Agent Runtime SDK migrationhttps://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/sdk-migration
Agent Platform SDK for Python: version 2.0.1 migration guidehttps://cloud.google.com/gemini-enterprise-agent-platform/machine-learning/python-sdk/sdk-migration
Agent Platform Runtime setup https://cloud.google.com/gemini-enterprise-agent-platform/build/runtime/setup
Get support https://cloud.google.com/gemini-enterprise-agent-platform/resources/agent-support
Creative Commons Attribution 4.0 Licensehttps://creativecommons.org/licenses/by/4.0/
Apache 2.0 Licensehttps://www.apache.org/licenses/LICENSE-2.0
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See all products https://cloud.google.com/products/
Google Cloud pricing https://cloud.google.com/pricing/
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