This project consists of a Python Flask API using MySQL. The endpoints will allow you to create a user, then once created, let you post chat messages to the api. Before the chat message is stored in the DB, it is ran through the NLPTK library. The natural language processing algorithm will assign a value of -1 to 1 to the message. -1 being the most Negative sentiment, 0 is Neutral, and 1 being the most positive.
In this repo, there is also a jupiter notebook in which you may execute the requests in real-time to get an overall analysis of the chat.
To get the server up and running you must first pip install the libraries in the requirements.txt and have a valid MYSQL DB_URL in a .env file. Afterwards, you may run Python3 main.py and the server should spin up on localhost.
A current build is hosted on Heroku with VueJs in which you and others can participate in the chat in real-time.
The Heroku URL is: https://ironhack-nlp-client.herokuapp.com/
The repo for my VueJS Client is: https://github.com/FranLeston/nlp_chat_client
CREATE USER -- POST https://ironhack-nlp.herokuapp.com/api/users { "name": "Emilio", "sex": "M", "age": 23, "role": 0 }
GET ALL USERS -- GET https://ironhack-nlp.herokuapp.com/api/users
GET USER BY ID -- GET https://ironhack-nlp.herokuapp.com/api/users/125
GET ALL MESSAGES -- GET https://ironhack-nlp.herokuapp.com/api/chats
CREATE MESSAGE -- POST https://ironhack-nlp.herokuapp.com/api/chats { "user_id": 12, "message": "A chat message" }
