#365 · Primary category: AI Agents & Automation

agent-starter-pack

agents gcp gemini genai-agents generative-ai llmops mlops observability

Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.

Project last updated:07/21/26

GitHub Stars

6.5K

Forks

1.5K

Contributors

20

License

Apache-2.0

Why we included this project

Getting from a working agent prototype to something you can actually deploy is the messy part, and this pack removes much of the hand-wiring. It generates a complete project in one command: backend code, a frontend, and deployable infrastructure up front. The templates cover common patterns like ReAct, RAG over Vertex AI Search or Vector Search, multi-agent setups, and a real-time multimodal agent, so you start from a sensible baseline rather than an empty directory. On top of scaffolding, it adds the operational pieces that tend to get postponed: CI/CD, Vertex AI evaluation runs, an interactive playground, and observability wired into Cloud Run or Agent Engine. One caveat: the project is in maintenance mode and Google is steering new development toward agents-cli, so treat it as a proven starting point and plan to migrate if you build something long-lived.

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