README.md

This project use AI to turn description to MDF group and recommended form.

First time start the project

1. Create virtual env. The 1st venv is option. The 2nd venv is we named the virtual env as ‘venv’

   python -m venv venv

2. Active the virtual venv by gitbash

   source venv/Scripts/activate

3. Install all dependency

   pip install -r requirements.txt

4. Data training is necessary in first run. Update following configable.
   IS_TRAIN_MODEL_NEEDED = True
   
5. Python run main.py

Everytime start the project

1. Active the virtual venv by gitbash

   source venv/Scripts/activate

2. Install all dependency

   pip install -r requirements.txt

3. Data training is optional. Update following configable.
   IS_TRAIN_MODEL_NEEDED = False
   
4. Python run main.py

Input

MDF2Rec (Desc2Rec?)

• Training data: data\BasicInfo_Result.xlsx
• Input data: data\beseformDB.mdfAssetDescriptions.xlsx

Desc2MDF

• Training data: data\recForm.xlsx

• Input data: data\beseformDB.mdfAssetDescriptions.xlsx

• No. of epochs: self.epochs = 50 (default)

Output

MDF2Rec (Desc2Rec?)

• Output data: exc/outputs/MDF2Rec_output.xlsx

Desc2MDF

• Output data: exc/outputs/Desc2MDF_output.xlsx

Start flask localhost server

Start the flask local server

flask --app main run

Example request

curl --location 'https://localhost:5000'
--header 'Content-Type: application/json'
--data '{"desc": "['''ABC''', '''IMPULSION PUMP, LONG''', '''POWER SUPPLIER''']"}'

Example reponse

{
  "data": [
    {
      "desc": "ABC",
      "groupNo": "mm-pm-00",
      "recommendedForm": "MDF15"
    },
    {
      "desc": "IMPULSION PUMP, LONG",
      "groupNo": "mm-pm-32",
      "recommendedForm": "MDF01"
    },
    {
      "desc": "POWER SUPPLIER",
      "groupNo": "mm-pm-01",
      "recommendedForm": "MDF15"
    }
  ]
}

Installation on server

1. Create virtual env. The 1st venv is option. The 2nd venv is we named the virtual env as ‘venv’

   python -m venv venv

2. Active the virtual venv by gitbash

   source venv/Scripts/activate

3. Install all dependency

   pip install -r requirements.txt

4. Start server

   flask --app main run