https://github.com/pyunits/pyunit-ner

NER实体识别模型,快速高效简单一键部署docker部署调用模型。能识别：地址、人名、机构名实体。
https://github.com/pyunits/pyunit-ner

docker nlp python3

Last synced: 4 days ago
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NER实体识别模型,快速高效简单一键部署docker部署调用模型。能识别：地址、人名、机构名实体。

• Host: GitHub
• URL: https://github.com/pyunits/pyunit-ner
• Owner: pyunits
• Created: 2020-02-06T13:30:49.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2023-07-26T22:30:56.000Z (over 1 year ago)
• Last Synced: 2024-10-11T12:48:44.777Z (about 1 month ago)
• Topics: docker, nlp, python3
• Language: Python
• Homepage: https://pypi.org/project/pyunit-ner/
• Size: 197 KB
• Stars: 33
• Watchers: 1
• Forks: 7
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        
# **pyUnit-NER** [![](https://gitee.com/tyoui/logo/raw/master/logo/photolog.png)][1]

## NER模块集合

[![](https://img.shields.io/badge/Python-3.8-green.svg)](https://pypi.org/project/pyunit-ner/)

[![](https://img.shields.io/badge/[email protected])]()

### 安装

    pip install pyunit-ner

### 推荐使用Docker部署

```shell

docker pull jtyoui/pyunit-ner

docker run -d -P jtyoui/pyunit-ner

```

### 默认官方数据集训练的模型（只能识别：人名、地名、机构名）

[点击下载模型](https://github.com/PyUnit/pyunit-ner/releases/download/v1.0/model.tar.gz)

### 默认的参数和映射表

```python

import pprint

from pyunit_ner import ernie_st, ernie_match, parseNER

def test():

    # 默认的模型参数和映射表

    model = '/home/jtyoui/Documents/model'

    s = ernie_st(new_model_path=model)

    data = ernie_match('刘万光对李伟说：在贵阳市南明村永乐乡发生了一件恐怖的事情', s)

    result = parseNER(data)

    return result

if __name__ == '__main__':

    pprint.pprint(test())

```

## 抽取实体接口文档

    http://ip:port/docs

![接口文档](./exec.png)

### 请求报文

| **参数名** | **类型** | **NULL** | **说明** |

|:----:|:----:|:----:|:----:|

|data| string |Yes| 数据 |

### 请求示例

```python

import requests

url = "http://127.0.0.1:9000/pyunit/ner?data=我在贵州贵阳观山湖"

headers = {'Content-Type': "application/x-www-form-urlencoded"}

response = requests.get(url).json()

print(response)

``` 

### 返回报文

| **参数名** | **类型** | **NULL** | **说明** |

|:----:|:----:|:----:|:----:|

|msg | string | Yes| 返回消息 |

|data | list |Yes| 标注数据类型 |

|address | list |Yes| 地址 |

|person | list |Yes| 人名 |

|org | list |Yes| 机构名 |

```json

{

  "code": 200,

  "entity": {

    "address": [

      "贵州贵阳观山湖"

    ],

    "number": [

      "6",

      "6",

      "4",

      "5",

      "4",

      "5",

      "4",

      "5",

      "5"

    ],

    "organization": [],

    "person": [],

    "word": [

      "我",

      "在",

      "贵",

      "州",

      "贵",

      "阳",

      "观",

      "山",

      "湖"

    ]

  },

  "msg": "success"

}

```

***

[1]: https://blog.jtyoui.com