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generative-ai

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Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

Model APIsFreeFree tier
Type
Open Source
Company
Google Cloud
Visit Website GitHub (16.8k stars)

About generative-ai

Gemini Enterprise Agent Platform is Google Cloud's open and comprehensive platform for building, scaling, governing, and optimizing enterprise-grade AI agents grounded in enterprise data. It provides a full-stack foundation for developing agentic systems with tools like the Agent Development Kit (ADK), Agent Garden, Agent Studio, Skill Registry, RAG Engine, Vector Search, and Managed Agents API. The platform supports deployment via Agent Engine, centralized governance through Agent Gateway, and observability with traces, topology, and offline evaluations. It is designed for production readiness with identity management, memory banks, and session management.

Key Features

Agent Development Kit (ADK): modular, model-agnostic framework for building agents like standard software
Agent Garden: library of pre-built agents
Agent Studio: low-code canvas for designing multi-agent reasoning loops
Skill Registry: secure repository for managing and discovering agent skills
RAG Engine: connect private data to LLMs to reduce hallucinations
Vector Search: AI-native search engine for storage and retrieval
Managed Agents API: config-driven, REST-first API for autonomous agents
Agent Engine deployment via Python SDK, source files, or containers
Agent Gateway: centralized routing, securing, and monitoring
Semantic governance with policy enforcement

Pros & Cons

Pros
  • Comprehensive full-stack platform from development to governance
  • Includes multiple ready-to-use tools like ADK, RAG Engine, and Vector Search
  • Low-code options (Agent Studio) for faster prototyping
  • Strong focus on production governance, security, and observability
  • Leverages Google Cloud infrastructure and identity management
Cons
  • Requires Google Cloud ecosystem and associated costs
  • Learning curve due to breadth of components and configuration
  • Pricing can become complex depending on usage and services used

Best For

Building enterprise-grade AI agents grounded in private dataDesigning complex multi-agent reasoning workflowsDeploying and scaling production-ready agentic systemsManaging and governing agent behavior and security across organizationsEvaluating and optimizing agent performance with observability tools

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FAQ

What is Gemini Enterprise Agent Platform?
It is Google Cloud's open and comprehensive platform for building, scaling, governing, and optimizing enterprise-grade AI agents grounded in enterprise data, offering tools like ADK, RAG Engine, and Agent Gateway.
Is the Agent Development Kit open source?
The website describes the Agent Development Kit (ADK) as a modular, model-agnostic framework, but does not explicitly state it is open source. Check official documentation for licensing details.
How can I get started with the platform?
You can start with the API quickstart, get an API key, or use Agent Studio. New Google Cloud customers receive $300 in free credits to evaluate services.
Does the platform support multi-agent systems?
Yes, Agent Studio is a low-code canvas for designing complex multi-agent reasoning loops, and Agent Gateway helps route and secure traffic between agents.
What governance features are available?
Governance includes Agent Gateway for routing and security, semantic governance policies, content security monitoring, and integration with Google Cloud IAM for access control.