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docs: added architecture section
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maocorte committed Aug 5, 2024
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# Architecture

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

![Alt text](/img/architecture/architecture.png "Architecture")

## API

API is the core of the platform, it exposes all the functionalities via REST APIs.
It require a PostgreSQL database to store data and a Kubernetes cluster to run Spark jobs for metrics evaluations.
To store all dataset files a distributes 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 models creation ending with all metrics visualization.

## SDK

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