Offline-first AI Studio for RWKV & LLMs
RWKV-Studio is a cross-platform application for running, managing, and integrating Large Language Models, with first-class support for RWKV and practical support for OpenAI-compatible providers.
It is built around a local-first workflow: load models on your own machine, connect remote services when needed, and manage chat, workflows, MCP tools, and model lifecycle in one place.
- Native RWKV inference with local GPU / CPU execution
- OpenAI-compatible remote model integration
- Multi-session chat and text generation views
- Batch inference for parallel prompt execution
- Visual workflow editor for agent-style pipelines
- Built-in MCP server management and tool connectivity
- Local model download, import, and lifecycle management
- OpenAI-compatible local HTTP service for external integrations
- Flutter desktop / web application
- Fluent UI based interface
- Hive local storage
- RWKV runtime via sibling packages:
../rwkv_dart../rwkv_downloader../rwkv_libs
- Flutter SDK
^3.10.0 - Local sibling dependencies required by
pubspec.yaml:../rwkv_dart../rwkv_downloader../rwkv_libs
flutter pub get
flutter run -d windowsYou can also target linux, macos, or web depending on your environment.
lib/application source codeassets/bundled images and RWKV-related assetsdocs/screenshots used by this READMEexamples/small example scripts and experiments
RWKV-Studio is under active development. The current repository already includes the core desktop experience for chat, model management, workflow editing, MCP configuration, and local service integration.