Get Started

Documentation

Explore how to build, simulate, and deploy Agentic AI and Federated AI systems with Flower’s open-source tools and enterprise platform.

Flower SuperGrid

The Industry Standard for Federated AI.

Flower Model

A Category-Leading LLM.

Flower Agent (Coming Soon)

A Collaborative AI Agent.

Flower Hub

Discover and share Flower apps on Flower Hub and explore Hub documentation.

Other Projects

Flower Intelligence

On-device AI with optional Confidential Remote Compute.

Flower Datasets

Partition datasets for federated learning using framework agnostic, reproducible, and thoroughly tested flwr-datasets library.

Flower Baselines

Easily reproduce and build upon well-known research results with Flower Baselines.

Example Projects

Start easily by building on top of full Flower example projects covering a wide range of ML frameworks, platforms, and scenarios.

Coming Soon

Flower iOS SDK

Build and deploy federated learning clients at scale with Flower. Easily federate iOS on-device training with the Flower iOS SDK.

Flower Android SDK

Build and deploy federated learning clients at scale with Flower. Easily federate Android on-device training with the Flower Android SDK.

Flower C++ SDK

Federate native on-device training with the Flower C++ SDK. Code example available, full docs coming soon.