ruvnet/claude-flow
Claude-Flow is an enterprise-grade AI orchestration platform that enables deployment and coordination of intelligent multi-agent swarms and autonomous workflows for building advanced conversational AI systems.
Awesome AI Agents › AI Agent Orchestration
YaoApp/yao
Yao is an innovative open-source engine designed to create autonomous agents that operate proactively and self-schedule their tasks. Unlike traditional AI assistants that rely on chatbox interactions and respond passively to user queries, Yao agents function more like real team members, initiating actions based on emails, events, and scheduled tasks. This shift from passive tools to active collaborators marks a significant advancement in autonomous agent technology. The engine supports three trigger modes—clock (scheduled tasks), human (email or message-based triggers), and event (webhook or database triggers)—allowing agents to respond dynamically to various inputs. Yao's execution model is structured into six phases: Inspiration, Goals, Tasks, Run, Deliver, and Learn, enabling agents to plan, execute, and improve continuously. Multi-agent orchestration is a key feature, where agents can delegate tasks, collaborate, and compose solutions dynamically, enhancing their effectiveness and adaptability. Yao integrates natively with MCP (Mission Control Protocol) tools without the need for custom adapters, supporting process transport, external server connections via SSE or STDIO, and declarative schema mapping for input and output. This seamless integration facilitates the use of various tools within the agent framework. The engine includes a built-in GraphRAG system that combines vector search using embeddings (OpenAI/FastEmbed), knowledge graph entity-relationship retrieval, and hybrid search techniques that merge vector similarity with graph traversal. This enhances the agents' ability to access and utilize complex knowledge bases effectively. Yao is a full-stack runtime packaged as a single executable, encompassing data management, API, agent logic, and user interface. It supports TypeScript through a built-in V8 engine and runs as a single binary without dependencies on Node.js, Python, or containers, making it edge-ready for ARM64 and x64 devices. This comprehensive and efficient design makes Yao a powerful platform for building autonomous, proactive agents that can operate independently and collaboratively in diverse environments.
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