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

Data Flow Diagram -

High Level Components -
Signin/Registration: Responsible for registering a user in our application

Login: Responsible for loging in a user




Authors