Spring AI Alibaba

Hive is a production-ready multi-agent execution harness providing state management, failure recovery, observability, and human-in-the-loop control with auto-generated multi-agent topologies for complex business workflows.

Multi-agent platform built on Spring AI Alibaba with MCP protocol, skills system, memory management, dream mode, and multi-channel support.

Microsoft's comprehensive multi-language framework for building, orchestrating, and deploying AI agents and multi-agent workflows with support for Python and .NET.

LazyLLM is a lightweight multi-agent LLM application framework offering the easiest way to build multi-agent LLM apps, with built-in RAG, knowledge graph, fine-tuning, and integration with LangChain and LlamaIndex ecosystems.