Agent-Starter-Pack

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agent-starter-pack is an AI Agents & Automation tool that provides production-ready templates for deploying AI Agents to Google Cloud. It includes built-in CI/CD, evaluation, and observability features, allowing for rapid deployment in minutes.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is agent-starter-pack?

The agent-starter-pack offers a comprehensive solution for shipping AI Agents to Google Cloud quickly, providing production-ready templates with integrated CI/CD, evaluation, and observability. It allows developers to focus on agent logic while handling infrastructure, security, and monitoring. Key features include pre-built agent templates (ReAct, RAG, multi-agent, Live API), Vertex AI evaluation, an interactive playground, and production-ready infrastructure on Cloud Run or Agent Engine. The tool supports CI/CD automation with Google Cloud Build and GitHub Actions, data pipelines for RAG, and remote template creation. It also integrates with Gemini CLI for guidance and code examples, making it easier to develop, deploy, and operate agents.

Best used for

Ideal for developers who need to rapidly deploy AI agents to Google Cloud, integrate robust CI/CD pipelines, and ensure comprehensive evaluation and observability. Especially valuable for those looking to leverage pre-built templates and streamline the entire agent development lifecycle from prototyping to production.

Common actions

deploy AI agents

evaluate AI agents

automate CI/CD

build RAG systems

scaffold agent projects

low-code/no-codecollaborationautomated workflowopen-sourcedeepfake"AI Agents"face swappinggithub copilotworkflows

Capabilities

Key features

Pre-built agent templates
Vertex AI evaluation
CI/CD automation
Data pipeline for RAG
Gemini CLI integration
Production-ready infrastructure
Interactive playground

Target Audience

developer

Integrations

google-cloud-buildgithub-actionsvertex-aigemini-cli

Pricing & Plans

Open Source

Free

FAQs

What is the relationship between agent-starter-pack and agents-cli?

agents-cli is the next evolution of agent-starter-pack, offering a unified CLI and skills for building, evaluating, deploying, and operating agents on Google Cloud's Agent Platform. agent-starter-pack will no longer receive new features, with all future development happening in agents-cli.

What types of AI agent templates are included?

The starter pack includes various pre-built agent templates such as ReAct, RAG, multi-agent, and Live API. It also provides specific implementations like ADK (Agent Development Kit) agents, Agent2Agent (A2A) protocol support, and a RAG agent for document retrieval and Q&A.

What are the system requirements for using agent-starter-pack?

To use the agent-starter-pack, you need Python 3.10+, Google Cloud SDK, Terraform for deployment, and Make for development tasks. These tools ensure you can effectively set up and manage your AI agent projects.

Trending

Subcategories trending in AI Agents & Automation

Chatbots & Conversational AI General-Purpose Agents Workflow Agents Personal Assistants RAG & Document AI Voice Agents

Trending

Also listed in

This tool also appears in

Coding & Development › DevOps & Infrastructure

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