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GoogleCloudPlatform/agent-starter-pack

Accelerates the development and deployment of production-ready AI agents on Google Cloud with pre-built templates, CI/CD, evaluation, and observability.

Core Features

Provides production-ready templates for various AI agent types (ReAct, RAG, multi-agent, Live API).

Built-in CI/CD for streamlined deployment on Cloud Run or Agent Engine.

Integrated evaluation and observability tools (Vertex AI evaluation, monitoring).

Enables developers to focus on agent logic by abstracting infrastructure and security.

Quick start with `uvx` or `pip` for rapid project creation and enhancement.

Quick Start

uvx agent-starter-pack create

Detailed Introduction

GoogleCloudPlatform/agent-starter-pack is a Python package designed to significantly reduce the time and effort required to build and deploy generative AI agents on Google Cloud. It offers production-ready templates, abstracting away complex infrastructure, CI/CD pipelines, and observability setups. Developers can focus solely on agent logic, leveraging pre-built solutions for ReAct, RAG, and multi-agent systems, with integrated evaluation and deployment to services like Cloud Run or Agent Engine. This accelerates the journey from concept to a fully operational, secure, and monitored AI agent.