Chat-Bot-using-Gemini

Integrating Gemini models in the django & django rest framework project. Develop own chatbot using Gemini Models.

TechStack

• Backend:- Django, DjagoRestFramework
• Frontend (GUI):- tkinter

get GEMINI API KEY

• go to https://aistudio.google.com/
• Login with google account
• click Get API key
• click Create API key
• create new project/import project (if you not get any default project)
• after creating project you get your API KEY

🚀 Setup Instructions

1️⃣ Create Virtual Environment

python -m venv .venv

2️⃣ Activate Virtual Environment

.venv\Scripts\activate

Linux/macOS:

source .venv/bin/activate

3️⃣ Install Dependencies

pip install django djangorestframework mysqlclient
pip install google-generativeai
pip install djangorestframework-simplejwt     # JWT Authentication

4️⃣ Start Django Project & App

django-admin startproject gemini_chatbot_project .
django-admin startapp gemini_app

5️⃣ Add Apps to INSTALLED_APPS (project/settings.py)

INSTALLED_APPS = [
    ...
    'gemini_app',
    'rest_framework',
]

6️⃣ Configure MySQL Database (settings.py)

DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.mysql', 
        'NAME': 'DB_NAME',
        'USER': 'DB_USER',
        'PASSWORD': 'DB_PASSWORD',
        'HOST': 'localhost',   # Or your DB host
        'PORT': '3306',
    }
}

7️⃣ Apply Migrations

python manage.py makemigrations
python manage.py migrate

8️⃣ Run Server

Development server:

python manage.py runserver

• start development server and with that open new terminal and run

• python gemini.py

• for tkinter GUI (for Chat)

🔑 API Endpoints

Method	Endpoint	Description
POST	/api/register/	User Registration
POST	/api/login/	User Login
POST	/chat/	For Chat with Gemini

Register

{
    "name": "demo",
    "email": "demo@gmail.com",
    "password": "demo@123",
}

Login

{
    "email": "demo@gmail.com",
    "password": "demo@123"
}

Chat

{
    "message": "why sky is blue?"
}