Agent Starter Pack is a developer toolkit that scaffolds intelligent, interactive agents on Google Cloud. It offers templates in Node.js and Python to manage conversation flows, maintain long-term memory, and perform tool and API invocations. Built on Vertex AI and Cloud Functions or Cloud Run, it supports multi-step planning, dynamic routing, observability, and logging. Developers can extend connectors to custom services, build domain-specific assistants, and deploy scalable agents in minutes.

Firebase GenKit is a developer framework that streamlines the creation of generative AI features using Firebase services. It includes Cloud Functions templates for invoking LLMs, Firestore triggers to log and manage prompts/responses, authentication integration, and front-end UI components for chat and content generation. Designed for serverless scalability, GenKit lets you plug in your choice of LLM provider (e.g., OpenAI) and Firebase project settings, enabling end-to-end AI workflows without heavy infrastructure management.