Streamlit Web API for NLP: Tweet Sentiment Analysis
This article was published as a part of the Data Science Blogathon.
Introduction
Developing Web Apps for data models has always been a hectic task for non-web developers. For developing Web API we need to make the front end as well as back end platform. That is not an easy task. But then python comes to the rescue with its very fascinating frameworks like Streamlit, Flassger, FastAPI. These frameworks help us to build web APIs very elegantly, without worrying about the Front end as these frameworks already provide default UIs.
About Streamlit
Streamlit is one of the frameworks in Python which is used for building Web APIs very easily. With streamlit, we need not worry about front end tasks as it handles those itself without writing a line of code. We can Rapidly build all the apps we need with Streamlit. For more on Streamlit just visit here.
Installation
After creating a new environment just type