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Docmind
DocMind 是一套基于 **Agentic RAG（检索增强生成）** 架构的企业级知识问答系统。它将分散在 PDF、Word、Markdown 中的企业文档，转化为可以直接对话、精准溯源的智能知识资产。 与传统 RAG 不同，DocMind 的核心检索引擎不是固定流水线，而是由 **LLM 实时驱动的 Agent 决策循环** —— 模型根据每个问题的特征，动态选择检索工具、调整召回策略，并对最终答案进行自检纠错。 同时，DocMind 通过 **MCP（Model Context Protocol）** 标准协议对外暴露全部工具能力，让外部 AI Agent、自动化流程和 IDE 插件可以直接调用你的企业知识库。
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Java
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
Install
Universal installANY TOOL
$ npx skillcity@latest Fuqianjiao/DocmindAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Prefer to set it up by hand? Clone the repository:
git clone https://github.com/Fuqianjiao/Docmind.git
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Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
docmind — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt