Introduction

The boundaries of knowledge is constantly expanding in different fields. Achieving quality education in every field is not possible. Sometimes we fail to come across such teachers who can provide us with sufficient guidance. So we identified this serious issue and also tried to solve it through AI for a skilfully educated future.

Features

This is a educational application which helps personal development of students from any age group and in any educational field.

• Personalized learning
• Intelligent tutoring systems
• Student data analysis
• An AI powered chatbot where student can ask for any question
• An AI powered system which generate topics related to searched courses and also generate summery, notes, important questions related to those topics.
• Exam system for each individual topics of a course
• User Profile section where student can also keep track of his/her personal growth
• Authentication which includes user-regisration, login, email-verification, reset-password, otp-generation, google-recaptcha.

Tech Stack

Client Side: HTML, CSS, SCSS, TailwindCSS, JavaScript

Server Side: Python, Django, Redis

Database: SQLite

Integrations: Google Charts, Gmail, Google Translate, Google Speech Recognition, Google Text to Speech, Google reCAPTCHA, Google Authentication, Google Fonts, OPENAI

Environment Variables

To run this project, you will need to add the following environment variables to your .env file

• Django settings

DEBUG = TRUE

SECRET_KEY = 'django-insecure-lcu2s1v)m50-l#$mpapl3cx!=jwj=(i9=^67-)kipy1^-d!2sn

• OPENAI API

OPENAI_API_KEY = Your API key

For the OPENAI_API_KEY go to OpenAi's webiste : https://openai.com/api/ from there signup (or login if you have account). Then generate an API key and put it in the .env file

• For sending emails EMAIL_HOST_USER = "email address from which email will be send"

EMAIL_HOST_PASSWORD = "its app password"

Note : You have to create app password for the email you are using in EMAIL_HOST_USER and put it in EMAIL_HOST_PASSWORD

• For Google reCAPTCHA

RECAPTCHA_PUBLIC_KEY = "your site key"

RECAPTCHA_PRIVATE_KEY = "your secret key"

For RECAPTCHA_PUBLIC_KEY and RECAPTCHA_PRIVATE_KEY go to https://www.google.com/recaptcha/admin/ from there signup (or login if you have account). Then generate an the API keys and put it in the .env file

Installation

Create a folder and open terminal and install this project by command

git clone https://github.com/Mr-Atanu-Roy/Think-in-Sphere

or simply download this project from https://github.com/Mr-Atanu-Roy/Think-in-Sphere

In project directory Create a virtual environment of any name(say env)

  virtualenv env

Activate the virtual environment

For windows:

  env\Script\activate

Install dependencies

  pip install -r requirements.txt

To migrate the database run migrations commands

  py manage.py makemigrations
  py manage.py migrate

Create a super user

  py manage.py createsuperuser

Then add some data into database

To run the project in your localserver

  py manage.py runserver

Detailed Architecture

Entity Relationship Model -

• ER Model -

Data Flow Diagram -

• DFD -

High Level Components -

• Authentication System -

Signin/Registration: Responsible for registering a user in our application

Login: Responsible for loging in a user

• Chatbot -

• Courses -

• Dashboard-

Authors

• @Atanu Roy
• @Ricky
• @Sagarika
• @Sayanika