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ragflow-dataset-ingest

Use for RAGFlow dataset and retrieval tasks: create, list, inspect, update, or delete datasets; list, upload, update, or delete documents in a dataset; start or stop parsing uploaded documents; check parser status through `parse_status.py`; and retrieve relevant chunks from RAGFlow datasets with `search.py`.

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/caesergattuso/1234
Or

RAGFlow Dataset And Retrieval

Use only the bundled scripts in scripts/. Prefer --json for script execution so the returned fields can be relayed exactly.

Trigger Phrases

Use this skill when the user intent matches any of these actions, in either Chinese or English, even if the wording is informal.

  • List datasets Trigger phrases: "list datasets", "show datasets", "show all datasets", "what datasets do I have" "列出数据集", "查看数据集", "显示所有数据集", "我有哪些数据集"

  • Show dataset details Trigger phrases: "dataset details", "show dataset info", "inspect dataset", "describe this dataset" "数据集详情", "查看数据集信息", "检查数据集", "显示这个数据集的信息"

  • Create dataset Trigger phrases: "create dataset", "new dataset", "add a dataset" "创建数据集", "新建数据集", "添加数据集"

  • Update dataset Trigger phrases: "rename dataset", "update dataset", "change dataset description", "modify dataset" "重命名数据集", "更新数据集", "修改数据集描述", "编辑数据集"

  • Delete dataset Trigger phrases: "delete dataset", "remove dataset", "drop dataset" "删除数据集", "移除数据集", "清理数据集"

  • Upload documents Trigger phrases: "upload file", "upload document", "add file to dataset", "import files" "上传文件", "上传文档", "把文件加到数据集", "导入文件"

  • List documents Trigger phrases: "list documents", "show files", "show documents in dataset", "what files are in this dataset" "列出文档", "列出文件", "查看数据集里的文件", "这个数据集里有哪些文件"

  • Update document Trigger phrases: "rename document", "update document", "edit document metadata" "重命名文档", "更新文档", "修改文档元数据"

  • Delete document Trigger phrases: "delete document", "remove file", "delete file from dataset" "删除文档", "删除文件", "从数据集删除文件"

  • Start parsing Trigger phrases: "parse document", "start parsing", "run parsing", "re-parse document" "解析文档", "开始解析", "执行解析", "重新解析文档"

  • Stop parsing Trigger phrases: "stop parsing", "cancel parsing", "stop parse job" "停止解析", "取消解析", "停止解析任务"

  • Check parsing status or progress Trigger phrases: "check parsing status", "show progress", "what is still running", "parsing progress" "查看解析状态", "查看进度", "还有哪些在运行", "解析进度"

  • Search / retrieve Trigger phrases: "search knowledge base", "search dataset", "retrieve chunks", "find relevant content" "搜索知识库", "搜索数据集", "检索内容", "查找相关内容"

  • List models Trigger phrases: "list models", "show models", "available models", "what models are available", "list llms", "show llms", "model providers" "列出模型", "查看模型", "可用模型", "有哪些模型", "列出大模型", "查看大模型", "模型供应商"

  • Show model details or provider grouping Trigger phrases: "model details", "show model details", "group models by provider", "list all models including unavailable ones" "模型详情", "查看模型详情", "按供应商查看模型", "列出所有模型包括不可用模型"

Workflow

For one-off usage, pass --base-url and --api-key-file. For repeated usage, run one command with --save-to-memory and let later commands reuse the memory file or prompt interactively when needed.

Metadata

Stars4097
Views0
Updated2026-04-14
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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-caesergattuso-1234": {
      "enabled": true,
      "auto_update": true
    }
  }
}
Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.