Architecture

In this section we explore the architecture of the Radicalbit AI platform. The image below shows all the components of the platform:

API

API is the core of the platform, it exposes all the functionalities via REST APIs. It requires a PostgreSQL database to store data and a Kubernetes cluster to run Spark jobs for metrics evaluations. To store all dataset files a distributed storage is used. REST APIs could be used via user interface or using the provided Python SDK.

UI

To use REST APIs with a human friendly interface, a UI is provided. It covers all the implemented APIs, starting from model creation and ending with all metrics visualization.

SDK

To interact with API programmatically, a Python SDK is provided. The SDK implements all functionalities exposed via REST API.