ByteDance has open-sourced Deer-Circulate 2.0, an agent orchestration framework that has rapidly risen to No.1 on GitHub Trending, attracting greater than 35,000 stars as of March 23.
The framework adopts a modular multi-agent structure, utilizing LangGraph to coordinate agent collaboration. Designed as an “out-of-the-box” answer, it integrates a number of search engines like google and yahoo—together with Tavily, Courageous Search, and DuckDuckGo—in addition to crawling instruments resembling Jina, whereas additionally supporting customized APIs and mannequin integration.
In contrast with model 1.0’s fastened five-node construction, Deer-Circulate 2.0 introduces a redesigned structure constructed round a single main agent, an 11-layer middleware chain, and dynamic sub-agents. Core capabilities are consolidated into toolkits and middleware, permitting builders so as to add new capabilities with out modifying the underlying framework.
The system additionally consists of modules for sub-agent scheduling, long-term reminiscence, and sandboxed execution. The sandbox helps native, Docker, and Kubernetes environments, with Docker mode leveraging ByteDance’s open-source AIO Sandbox.
Deer-Circulate 2.0 natively integrates with messaging platforms together with Lark, Telegram, and Slack, and might run and not using a public IP. Deployment is supported by way of each native and Docker environments.
Supply:QbitAI
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