Agent Starter Pack

The Agent Starter Pack is a Python library designed to facilitate the creation of robust AI agent applications on Google Cloud. It includes pre-configured templates tailored for efficient deployment, integration with necessary cloud services, automated testing through CI/CD pipelines, enhanced monitoring capabilities, and advanced security measures.

Visit Website

Built-in Agent TemplatesOffers pre-made templates for different agent types such as ReAct, RAG, multi-agent, and Live API, enabling rapid setup with typical AI agent designs.
Automated Continuous Integration and Deployment PipelineOne-step setup for an end-to-end CI/CD pipeline that supports both Google Cloud Build and GitHub Actions, including automated builds, testing, and deployment.
Integrated Monitoring and VisibilityBuilt-in monitoring and observability capabilities with OpenTelemetry, allowing for detailed tracing and logging of agent interactions within Google Cloud.
Rapid Application Generation Data PipelineA production-grade data ingestion pipeline designed to process and embed custom data, capable of supporting both Vertex AI Search and Vector Search for improved response accuracy.