Removed New Functionalities

Keeping in line with the requirements of the competition and the dependencies conflict between numpy and gensim, new advanced functionalities added have been removed from the main distribution of the app.

.gitignore

@@ -3,6 +3,7 @@ __pycache__/
 *.py[cod]
 *$py.class
 *.pyc
+*.DS_STORE
 
 # C extensions
 *.so
@@ -27,6 +28,7 @@ share/python-wheels/
 .installed.cfg
 *.egg
 MANIFEST
+futures/
 
 # PyInstaller
 #  Usually these files are written by a python script from a template

README.md

@@ -25,17 +25,17 @@ created pre-made Docker images hosted on Github Packages for you to use. To do s
 system and run the following commands on Terminal or Powershell:
 
 ```shell
-docker pull docker pull ghcr.io/asdfghjkxd/app:2.2
+docker pull docker pull ghcr.io/asdfghjkxd/app:main
 
-docker run -it -p 5000:8501 --name news ghcr.io/asdfghjkxd/app:2.2
+docker run -it -p 5000:8501 --name news ghcr.io/asdfghjkxd/app:main
 ```
 
 The created Docker Container can then be accessed through `localhost` on Port `5000`!
 
 If Command Lines are not your thing, you can do the same using the Docker Desktop GUI! Just follow the steps below to 
 set up the Container:
 
-- Open up Terminal or Powershell and key in the command `docker pull ghcr.io/asdfghjkxd/app:2.2` word for word (we 
+- Open up Terminal or Powershell and key in the command `docker pull ghcr.io/asdfghjkxd/app:main` word for word (we 
   promise this is the only Command Line step in the entire process!)
 - Click on the _Images_ tab on the sidebar and find the image you have pulled in the above step
 - Click on the _Run_ button
@@ -81,8 +81,3 @@ following tasks on your dataset:
 - Named Entity Recognition
 - Position of Speech Tagging
 - Summary
-
-
-### NLP Model Trainer
-This module will allow you to train NLP models you can use for your NLP tasks. This module requires you to have a 
-compatible GPU (NVIDIA GPUs) to run inference/classification tasks.