Tencent open-sources WeKnora, a framework turning documents into agentic knowledge bases
赛博禅心 · wechat · 2026-09-15
Tencent has open-sourced WeKnora (GitHub: Tencent/WeKnora, MIT license), a framework that turns your documents into an agentic database.
- Data ingestion: supports PDF, Word, Excel, and images, syncs from Feishu, Notion, GitLab, and Yuque, and plugs into chat tools like WeCom, Feishu, and Slack.
- Three core capabilities: RAG-powered Q&A with source citations; an agent layer that can repeatedly consult documents and use web search, MCP, and Skills for complex tasks; and auto-Wiki generation that extracts people, products, and concepts into interconnected wiki pages and knowledge graphs.
- Model support: works with OpenAI, DeepSeek, Qwen, Zhipu, Hunyuan, Gemini, MiniMax, and Ollama, with self-hosting options.
Related event: Tencent Open-Sources WeKnora, a RAG and Agentic Knowledge Platform(3 posts)→
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