Insecure-Panda/News-Classifier-API-Master

An API developed by using the FastAPI library and uses an NLP model to classify the category of the news in the Swahili language. # News Classifier API An API developed by using the FastAPI library and uses an NLP model to classify the category of the news in the Swahili language. API URL: limitless-forest-00896.hero… ## News Categories The NLP model will classify news by using the following categories. 1. Kitaifa (National) 2. Michezo (Sports) 3. Biashara (Economy) 4. Kimataifa (International) 5. Burudani (Entertainment) ## Example How to use the API URL in your own application.The example below uses python programming language. ```python import requests as r # sample news article news = "Mshambuliaji wa Chelsea Romelu Lukaku amehusishwa na kurejea katika klabu yake ya zamani Inter Milan lakini mchezaji huyo wa kimataifa wa Ubelgiji mwenye umri wa miaka 28 anataka kusalia na kupigania nafasi yake Stamford Bridge." # make prediction keys = {"news": news} prediction = r.get( "limitless-forest-00896.hero…", params=keys ) # collect and print the result results = prediction.json() print(results["prediction"]) print(results["Probability"]) ```` **Note:** You can use the API URL in any programming language, you just need to follow the instruction of a particular langauge to access and use this API. ## Issues Incase you have any difficulties or issues while trying to run the script you can raise it on the issues section. ## Pull Requests If you have something to add or new idea to implement, you are welcome to create a pull requests on improvement. ## Give it a Star If you find this repo useful , give it a star so as many people can get to know it. ## Credits All the credits to Ishan Bhardwaj