spam-detection-api-py

Table of Contents

• Installation
• Usage
• Credits

Installation

First install all the required package via pip

• pandas
• sklearn
• nltk
• uvicorn
• pydantic
• fastapi

Second, download the source code via this github page

Lastly, run the file main.py to start hosting the API by this command

uvicorn main:app --reload

Usage

⚠️ Disclaimer: You need to change the dataset for training. You can change the hosted training data link via:

url = '' # List message that used for the AI Training, please use your own!

By the way, the hosted API link is 23.88.73.88:35922 (url having issue)

To use the API, Create a post request as same as this example:

{
    "message" : "Message to check Here!"
}

And the API will respond:

{
    "isSpam" : true // or false
}

Credits

Credits to:

• Microsoft Copilot
• Me (TIMOTHY1498)