---
title: "Federated AI Ecosystem (@federatedai)"
description: "Collaborative Learning and Knowledge Transfer with Data Protection"
account: "federatedai"
---

# Federated AI Ecosystem

Collaborative Learning and Knowledge Transfer with Data Protection

## APIs

2 public APIs with a stored document.
Each links to its markdown overview; the same address with
`/llms.txt` in place of `.md` lists its operations.
Changes across these APIs: https://skmtc.dev/federatedai/feed.md

- [FATE Flow restful api](https://skmtc.dev/federatedai/apis/fate-flow-restful-api.md): Federated learning: manage jobs, models, data tables, clients, permissions and logs
- [KubeFATE service API](https://skmtc.dev/federatedai/apis/kubefate-service-api.md): Clusters, charts, jobs and users for deploying FATE federated learning on Kubernetes, with logs and namespaces