WeKnora by Tencent turns enterprise documents into a private knowledge runtime: hybrid retrieval powers cited answers, a ReAct agent coordinates MCP tools, skills and sandboxes under approval gates, and an asynchronous Map-Reduce wiki keeps shared knowledge linked and revisable.
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