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Agent Starter Pack is a production-focused framework that provides pre-built templates and infrastructure for rapidly developing and deploying generative AI agents on Google Cloud. It is designed to eliminate the complexity of moving from prototype to production by bundling essential components such as deployment pipelines, monitoring, security, and evaluation tools into a single package. Developers can create fully functional agent projects with a single command, generating both backend and frontend structures along with deployment-ready configurations. The framework supports multiple agent architectures, including ReAct, retrieval-augmented generation, and multi-agent systems, allowing flexibility across use cases. It integrates tightly with Google Cloud services like Vertex AI, Cloud Run, and Terraform-based infrastructure provisioning, enabling scalable and reliable deployments.
Features
- Pre-built templates for ReAct, RAG, and multi-agent architectures
- One-command project generation with full backend and frontend setup
- Integrated CI/CD pipelines with Cloud Build or GitHub Actions
- Built-in observability and monitoring tools
- Support for Vertex AI evaluation and interactive testing playground
- Terraform-based infrastructure provisioning and deployment
Project Samples
