Arcadia: A diverse, simple, and secure one-stop LLMOps platform
What is Arcadia?
Arcadia comes from Greek mythology(a tranquil and idyllic region, representing harmony, serenity, and natural beauty). We aim to help everyone find a more perfect integration between humans and AI.
To achieve this goal, we provide this one-stop LLMOps solution. Furthermore, we can easily host Arcadia at any Kubernetes cluster as production ready by integrating kubebb(Kubernetes building blocks).
Features
- Multi-tenant isolation (data, model services), built-in OIDC, RBAC, and auditing, supporting different companies and departments to develop through a unified platform
- Kubernetes native AGI agent orchestration
- Built on langchaingo(golang), has better performance and maintainability
- Support distributed inference using Ray
- Support quality and performance evaluation of AGI agent under different configurations
- A development and operational platform for AI agents, along with an AI agent portal for end-users
- Developed based on micro frontends and low-code approach, allowing for quick scalability and integration
Architecture
Our design and development in Arcadia design follows operator pattern which extends kubernetes APIs.