Smart Data Ask Tool

Name: Smart Data Ask Tool
Author: junjiem

by junjiem · v0.1.1

Asking yours data in a natural language way through pre-modeling (data models and semantic models).

3.7k installsUpdated Nov 21, 2025

Documentation

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Dify 1.0 Plugin DAT Tool

Author: Junjie.M
Type: tool
Github Repo: https://github.com/junjiem/dify-plugin-tools-dat
Github Issues: issues
Dependent Project: DAT

Description

Asking yours data in a natural language way through pre-modeling (data models and semantic models).

通过预建模（数据模型和语义模型）以自然语言的方式询问您的数据。

Plugin

Authorization

You need to download DAT, and initialize the DAT project and develop it, and then start the DAT OpenAPI Server.

你需要下载 DAT 后初始化 DAT project 并开发，然后启动 DAT OpenAPI Server。

Workflow

Output Format

Supports formats: TEXT, JSON

支持格式：TEXT, JSON

Note: TEXT supports streaming output.

注：TEXT 支持流输出。

Output TEXT Format

Text Output

Output JSON Format

name	type	description	required
`semantic_sql`	string	Semantic SQL	false
`query_sql`	string	Database dialect SQL	false
`query_data`	string	Database query result	false
`error`	string	Error message	false
`status`	string	Final state, 'succeeded' or 'failed'	true
`conversation_id`	string	Conversation ID	true
`events`	array	The collection of all events	true
`events[].event`	string	Event type	true
`events[].data`	object	Event data	true

Example:

{
  "conversation_id": "91fc9f15-25d6-4712-bac6-866e683397ba",
  "events": [
    {
      "event": "intent_classification",
      "data": { ... }
    },
    ...,
    {
      "event": "complete_agent_answer",
      "data": {"answer": "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"}
    },
    {
      "event": "tool_execution",
      "data": { ... }
    },
    ...
  ],
  "semantic_sql": "SELECT * FROM orders WHERE ...",
  "query_sql": "SELECT * FROM orders LIMIT 10",
  "query_data": [{ }, ...],
  "error": "",
  "status": "succeeded"
}

FAQ

1. How to Handle Errors When Installing Plugins? 安装插件时遇到异常应如何处理？

Issue: If you encounter the error message: plugin verification has been enabled, and the plugin you want to install has a bad signature, how to handle the issue?

Solution: Add the following line to the end of your .env configuration file: FORCE_VERIFYING_SIGNATURE=false Once this field is added, the Dify platform will allow the installation of all plugins that are not listed (and thus not verified) in the Dify Marketplace.

问题描述：安装插件时遇到异常信息：plugin verification has been enabled, and the plugin you want to install has a bad signature，应该如何处理？

解决办法：在 .env 配置文件的末尾添加 FORCE_VERIFYING_SIGNATURE=false 字段即可解决该问题。添加该字段后，Dify 平台将允许安装所有未在 Dify Marketplace 上架（审核）的插件，可能存在安全隐患。

2. How to install the offline version 如何安装离线版本

Scripting tool for downloading Dify plugin package from Dify Marketplace and Github and repackaging [true] offline package (contains dependencies, no need to be connected to the Internet).

从Dify市场和Github下载Dify插件包并重新打【真】离线包（包含依赖，不需要再联网）的脚本工具。

Github Repo: https://github.com/junjiem/dify-plugin-repackaging

Capabilities

Tools

Available inside your emploidai workspace after installation.

Data sources

Available inside your emploidai workspace after installation.