Model Providers
Support for Anthropic, OpenAI compatible, Gemini, and custom model providers with multimodal image input.
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Support for Anthropic, OpenAI compatible, Gemini, and custom model providers with multimodal image input.
Built-in file operations (read, write, edit, delete), shell execution, web search, and image analysis tools.
Markdown-based skill system with YAML frontmatter, hooks, shell commands, and agent overrides.
Connect to external MCP servers via Stdio, SSE, WebSocket, or HTTP.
RAG-based knowledge base with embedding and reranking support.
DingTalk, Discord, WeChat, OneBot12 integration with hot-reload config.
Isolated Docker container environment for safe command execution via AIO Sandbox.
Handy chat commands for session control, settings, and identity management.
IMPORTANT
Ruri is currently in beta. Features and documentation are actively evolving and may change as we approach a stable release.