Generative Ai

Free

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

FreeFree tier

Type

Open Source

Company

Google Cloud

Visit Website GitHub (16.8k stars)

About Generative Ai

Gemini Enterprise Agent Platform is an open and comprehensive platform by Google Cloud that enables businesses to rapidly build, scale, govern, and optimize enterprise-grade AI agents grounded in their own data. It provides a full-stack foundation with extensive developer choice, including tools like the Agent Development Kit (ADK) for modular, model-agnostic agent building, Agent Garden for pre-built agents, Agent Studio for low-code multi-agent reasoning, RAG Engine for connecting private data to LLMs, Vector Search for AI-native search, Managed Agents API for config-driven autonomous agents, and a suite of governance, observability, and evaluation capabilities. The platform supports deployment via Agent Engine, session management, memory storage, and centralized security through Agent Gateway and IAM.

Key Features

Agent Development Kit (ADK) for modular, model-agnostic agent development

Agent Garden with pre-built agents for common use cases

Agent Studio low-code canvas for designing multi-agent reasoning loops

Skill Registry for managing and discovering agent skills

RAG Engine to connect private data and reduce hallucinations

Vector Search for AI-native storage and retrieval

Managed Agents API for config-driven autonomous agents in a sandbox

Deploy agents via Python SDK, source files, or containers on Agent Engine

Agent Platform Sessions for multi-turn conversational state management

Memory Bank for storing and retrieving long-term agent memories

Pros & Cons

Pros

Comprehensive full-stack platform covering build, scale, govern, and optimize
Model-agnostic and modular architecture allows flexibility in LLM choice
Low-code option (Agent Studio) reduces development time for complex agents
Strong governance and security features via Agent Gateway and IAM
Built-in observability and evaluation tools for debugging and performance tuning

Cons

Tightly integrated with Google Cloud ecosystem, limiting cross-cloud portability
Pricing is usage-based and may become costly at large scale
Learning curve due to the breadth of components and configurations

Best For

Building enterprise-grade conversational agents grounded in proprietary dataCreating multi-agent systems for complex business workflowsDeploying and managing AI agents at global scale with full observabilityEnhancing customer support with RAG-powered accurate answersAutomating internal processes with secure, governed AI agents

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. It provides a full-stack foundation including development tools, data connectors, deployment services, and governance features.

How do I get started with Gemini Enterprise Agent Platform?

You can start by using the API quickstart, exploring Agent Studio, obtaining an API key, and referring to the documentation for building and deploying agents.

Is Gemini Enterprise Agent Platform free to use?

While there is a free tier with $300 in credits for new Google Cloud customers, the platform itself operates on a pay-as-you-go pricing model with costs varying by usage. Detailed pricing can be found on the Google Cloud pricing page.