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.gitignore

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+*.pyc
+__pycache__/
+db.sqlite3
+media/

Dockerfile

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+# Use the official slim Python image from the Docker library
+FROM python:3.9-slim
+
+# Set the working directory
+WORKDIR /app
+
+# Install MySQL development libraries
+RUN apt-get update && apt-get install -y \
+    default-libmysqlclient-dev \
+    build-essential \
+    && apt-get clean \
+    && rm -rf /var/lib/apt/lists/*
+
+# Add the application code to the Docker image
+ADD . /app
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Expose the port the app runs on
+EXPOSE 8000
+
+# Define the command to run the application
+CMD ["gunicorn", "--bind", "0.0.0.0:8000", "hello.wsgi:application"]

Procfile

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+web: gunicorn app:application

app.py

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+import os
+import sys
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'hello.settings')
+application = get_wsgi_application()

build.sh

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+#!/bin/bash
+
+python -m pip install --upgrade pip
+pip install -r requirements.txt
+
+python manage.py migrate
+python manage.py collectstatic --noinput

hello/asgi.py

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+"""
+ASGI config for hello project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.2/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'hello.settings')
+
+application = get_asgi_application()

hello/settings.py

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+"""
+Django settings for hello project.
+
+Generated by 'django-admin startproject' using Django 4.2.4.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.2/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/4.2/ref/settings/
+"""
+
+from pathlib import Path
+import os
+
+# Build paths inside the project like this: BASE_DIR / 'subdir'.
+BASE_DIR = Path(__file__).resolve().parent.parent
+
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/4.2/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'django-insecure-#(!(y_+=qeie9d=n6q%(e50y_p6fh_48@t#@@w@d)_^9rez!9f'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = ['.hf.space']
+
+
+# Application definition
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'home',
+]
+
+MIDDLEWARE = [
+    'django.middleware.security.SecurityMiddleware',
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'hello.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [os.path.join(BASE_DIR ,"templates")],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.debug',
+                'django.template.context_processors.request',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'hello.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/4.2/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.sqlite3',
+        'NAME': BASE_DIR / 'db.sqlite3',
+    }
+}
+
+
+# Password validation
+# https://docs.djangoproject.com/en/4.2/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    {
+        'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+    },
+]
+
+
+# Internationalization
+# https://docs.djangoproject.com/en/4.2/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/4.2/howto/static-files/
+
+STATIC_URL = '/static/'
+
+# Default primary key field type
+# https://docs.djangoproject.com/en/4.2/ref/settings/#default-auto-field
+
+DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'
+
+
+#added manualy
+STATIC_ROOT = os.path.join(BASE_DIR, 'staticfiles')

hello/urls.py

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+"""
+URL configuration for hello project.
+
+The `urlpatterns` list routes URLs to views. For more information please see:
+    https://docs.djangoproject.com/en/4.2/topics/http/urls/
+Examples:
+Function views
+    1. Add an import:  from my_app import views
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
+Class-based views
+    1. Add an import:  from other_app.views import Home
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
+Including another URLconf
+    1. Import the include() function: from django.urls import include, path
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
+"""
+from django.contrib import admin
+from django.urls import path, include
+
+urlpatterns = [
+    path('admin/', admin.site.urls),
+    path('', include('home.urls'))
+]

hello/wsgi.py

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+"""
+WSGI config for hello project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/4.2/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'hello.settings')
+
+application = get_wsgi_application()
+

home/admin.py

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+from django.contrib import admin
+
+# Register your models here.

home/migrations/0001_initial.py

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+# Generated by Django 4.2.4 on 2024-05-28 07:52
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Registration',
+            fields=[
+                ('id', models.BigAutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('first_name', models.CharField(max_length=100)),
+                ('last_name', models.CharField(max_length=100)),
+                ('email', models.EmailField(max_length=254)),
+                ('phone', models.CharField(max_length=15)),
+                ('address', models.TextField()),
+            ],
+        ),
+    ]

home/models.py

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+

home/templates/registration.txt

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+Name: kannu, Email: kannu@gmail.com, Password: khujjmm5mm6
+Name: kannu, Email: kannu@gmail.com, Password: khhgauhnnnkm
+

home/tests.py

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+from django.test import TestCase
+
+# Create your tests here.

home/urls.py

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+from django.contrib import admin
+from django.urls import path, include
+from home import views
+from . import views
+urlpatterns = [
+    path('', views.index, name="home"),
+    path('service', views.service, name='service'),
+    path('about', views.about, name='about'),
+    path('submit_message/', views.submit_message, name='submit_message'),
+    path('register/', views.registration, name='register'),
+    
+]

home/views.py

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+from django.shortcuts import render, HttpResponse, redirect
+from transformers import pipeline, AutoModelForSeq2SeqLM, AutoTokenizer
+import PyPDF2
+from django.views.decorators.csrf import csrf_exempt
+import json
+from django.http import JsonResponse
+
+import os
+from django.conf import settings
+
+# Load model and tokenizer
+model_name = "MBZUAI/LaMini-Flan-T5-248M"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
+text2text = pipeline("text2text-generation", model=model, tokenizer=tokenizer, max_length=80)
+
+# Extract text from PDF for context
+def extract_text_from_pdf(pdf_file_path):
+    text = ""
+    with open(pdf_file_path, 'rb') as file:
+        pdf_reader = PyPDF2.PdfReader(file)
+        num_pages = len(pdf_reader.pages)
+        for page_num in range(num_pages):
+            page = pdf_reader.pages[page_num]
+            text += page.extract_text()
+    return text
+
+pdf_file_path = r'C:\Users\Kanika\OneDrive\Desktop\llm - Copy\hello\static\Sure trust (1).pdf'
+context = extract_text_from_pdf(pdf_file_path)
+
+def split_text_into_chunks(text, chunk_size):
+    words = text.split()
+    return [' '.join(words[i:i + chunk_size]) for i in range(0, len(words), chunk_size)]
+
+def get_bot_response(message):
+    question = message
+    chunk_size = 450  # Adjust the chunk size based on your needs
+    input_texts = split_text_into_chunks(context, chunk_size)
+
+    # Collect responses from each chunk
+    responses = []
+    for input_text in input_texts:
+        input_with_question = f"question: {question} context: {input_text}"
+        outputs = text2text(input_with_question)
+        if outputs:
+            responses.append(outputs[0]['generated_text'])
+    
+    # Combine responses if necessary
+    combined_response = " ".join(responses)
+    return combined_response if combined_response else "Sorry, I couldn't understand your question."
+
+def registration(request):
+    if request.method == "POST":
+        name = request.POST["name"]
+        email = request.POST["email"]
+        mobile = request.POST["mobile"]
+        Course = request.POST["Course"]
+
+        # Define the path to the text file in the templates folder
+        directory = os.path.join(settings.BASE_DIR, 'home', 'templates')
+        file_path = os.path.join(directory, 'registration.txt')
+
+        # Ensure the directory exists
+        if not os.path.exists(directory):
+            os.makedirs(directory)
+
+        try:
+            # Write the registration data to the text file
+            with open(file_path, 'a') as file:
+                file.write(f"Name: {name}, Email: {email}, Mobile Number: {mobile}, Course: {Course}\n")
+            print(f"Successfully wrote to {file_path}")
+        except Exception as e:
+            print(f"Error writing to file: {e}")
+            return HttpResponse(f"Error: {e}")
+
+        return redirect('home')  # Redirect to the same page or another page after registration
+
+    return render(request, 'registration.html')
+
+@csrf_exempt
+def submit_message(request):
+    if request.method == 'POST':
+        data = json.loads(request.body)
+        user_message = data.get('input')
+        bot_response = get_bot_response(user_message)
+        return JsonResponse({'response': bot_response})
+    return JsonResponse({'error': 'Invalid request'}, status=400)
+
+def index(request):
+    context = {"variable1": "kanika is great"}
+    return render(request, "index4.html", context)
+
+def service(request):
+    return HttpResponse("this is service page")
+
+def about(request):
+    return HttpResponse("this is about page")
+
+
+
+
+
+

manage.py

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+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    """Run administrative tasks."""
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'hello.settings')
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()

templates/index4.html

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+<!DOCTYPE html>
+<html lang="en" dir="ltr">
+<head>
+    <meta charset="utf-8">
+    <title>Chatbot</title>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/css/all.min.css">
+    <style>
+        @import url('https://fonts.googleapis.com/css2?family=Roboto:wght@300;400;500;700&display=swap');
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+            font-family: 'Roboto', sans-serif;
+        }
+        body {
+            background-color: #1a1a2e;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+            color: #fff;
+            position: relative;
+        }
+        .chatbot {
+            background-color: #0f0f20;
+            border-radius: 5px;
+            border: 1px solid #fff;
+            width: 450px;
+            height: 500px;
+            display: none; /* Initially hidden */
+            flex-direction: column;
+            overflow: hidden;
+            box-shadow: 0 0 20px rgba(0, 0, 0, 0.2);
+            position: fixed;
+            bottom: 20px;
+            right: 20px;
+            z-index: 1000;
+        }
+        .chatbot header {
+            background-color: #0f0f20;
+            padding: 15px;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            border-bottom: 1px solid #fff;
+        }
+        .chatbot header img {
+            height: 40px;
+            border-radius: 50%;
+            margin-right: 10px;
+        }
+        .chatbot header h2 {
+            font-size: 1.2rem;
+            text-align: center;
+        }
+        .chatbox {
+            background-color: #fff;
+            flex: 1;
+            padding: 15px;
+            overflow-y: auto;
+        }
+        .chat {
+            display: flex;
+            align-items: flex-start;
+            margin-bottom: 15px;
+        }
+        .chat img {
+            height: 35px;
+            border-radius: 50%;
+            margin-right: 10px;
+        }
+        .chat p {
+            background-color: #e4e6eb;
+            color: #000;
+            padding: 10px 15px;
+            border-radius: 10px;
+            max-width: 70%;
+            word-wrap: break-word;
+        }
+        .chat.outgoing p {
+            background-color: #4b7bec;
+            color: #fff;
+            margin-left: auto;
+            border-radius: 10px 10px 0 10px;
+        }
+        .chat-input {
+            display: flex;
+            align-items: center;
+            padding: 10px;
+            border-top: 1px solid #ccc;
+        }
+        .chat-input textarea {
+            flex: 1;
+            height: 40px;
+            border: none;
+            border-radius: 20px;
+            padding: 10px;
+            font-size: 1rem;
+            resize: none;
+            margin-right: 10px;
+        }
+        .chat-input button {
+            background-color: #4b7bec;
+            border: none;
+            border-radius: 50%;
+            width: 40px;
+            height: 40px;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            cursor: pointer;
+        }
+        .chat-input button span {
+            color: #fff;
+            font-size: 1.2rem;
+        }
+        .thinking {
+            font-style: italic;
+            color: #888;
+        }
+        .chatbot-toggle {
+            position: fixed;
+            bottom: 20px;
+            right: 20px;
+            background-color: #4b7bec;
+            color: #fff;
+            border: none;
+            border-radius: 50%;
+            width: 50px;
+            height: 50px;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            cursor: pointer;
+            z-index: 1001;
+        }
+    </style>
+</head>
+<body>
+    <div class="chatbot" id="chatbot">
+        <header>
+            <img src="/static/suretrust.png" alt="Sure Trust">
+            <h2>Sure Trust</h2>
+        </header>
+        <div class="chatbox" id="chatbox">
+            <div class="chat incoming">
+                <img src="/static/suretrust.png" alt="">
+                <p>Welcome! Do you want to make an inquiry or register?</p>
+            </div>
+        </div>
+        <div class="chat-input">
+            <textarea id="input" placeholder="Enter a message..." required></textarea>
+            <button onclick="sendMessage()">
+                <span class="fa-regular fa-paper-plane"></span>
+            </button>
+        </div>
+    </div>
+
+    <button class="chatbot-toggle" id="chatbot-toggle">
+        <span class="fa-regular fa-comment-dots"></span>
+    </button>
+
+    <script>
+        let initialMessage = true;
+        const chatbot = document.getElementById('chatbot');
+        const chatbotToggle = document.getElementById('chatbot-toggle');
+
+        chatbotToggle.addEventListener('click', () => {
+            chatbot.style.display = chatbot.style.display === 'none' ? 'flex' : 'none';
+            chatbotToggle.style.bottom = chatbot.style.display === 'none' ? '20px' : '370px'; // Adjust position
+        });
+
+        function getCookie(name) {
+            let cookieValue = null;
+            if (document.cookie && document.cookie !== '') {
+                const cookies = document.cookie.split(';');
+                for (let i = 0; i < cookies.length; i++) {
+                    const cookie = cookies[i].trim();
+                    if (cookie.substring(0, name.length + 1) === (name + '=')) {
+                        cookieValue = decodeURIComponent(cookie.substring(name.length + 1));
+                        break;
+                    }
+                }
+            }
+            return cookieValue;
+        }
+
+        function sendMessage() {
+            const input = document.getElementById('input');
+            const message = input.value.trim();
+            if (!message) return;
+
+            const chatbox = document.getElementById('chatbox');
+
+            // Append user message to chatbox
+            const userMessage = document.createElement('div');
+            userMessage.className = 'chat outgoing';
+            userMessage.innerHTML = `<p>${message}</p>`;
+            chatbox.appendChild(userMessage);
+            input.value = '';
+
+            // Check for initial message response
+            if (initialMessage) {
+                initialMessage = false;
+                if (message.toLowerCase().includes('register')) {
+                    window.location.href = '{% url 'register' %}';  // Correct URL for Django view
+                    return;
+                }
+            }
+
+            // Append "thinking..." message to chatbox
+            const thinkingMessage = document.createElement('div');
+            thinkingMessage.className = 'chat incoming thinking';
+            thinkingMessage.innerHTML = `<img src="/static/suretrust.png" alt=""><p>Processing your request, please wait a moment.</p>`;
+            chatbox.appendChild(thinkingMessage);
+            chatbox.scrollTop = chatbox.scrollHeight;
+
+            const csrftoken = getCookie('csrftoken');
+
+            // Send message to backend
+            fetch('/submit_message/', {
+                method: 'POST',
+                headers: {
+                    'Content-Type': 'application/json',
+                    'X-CSRFToken': csrftoken
+                },
+                body: JSON.stringify({ input: message })
+            })
+            .then(response => response.json())
+            .then(data => {
+                // Replace "thinking..." message with bot response
+                chatbox.removeChild(thinkingMessage);
+
+                const botMessage = document.createElement('div');
+                botMessage.className = 'chat incoming';
+                botMessage.innerHTML = `<img src="/static/suretrust.png" alt=""><p>${data.response}</p>`;
+                chatbox.appendChild(botMessage);
+                chatbox.scrollTop = chatbox.scrollHeight;
+            })
+            .catch(error => {
+                console.error('Error:', error);
+                alert('An error occurred. Please try again.');
+            });
+        }
+    </script>
+</body>
+</html>
+
+
+
+

templates/registration.html

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+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <title>Registration Form</title>
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/css/all.min.css">
+    <style>
+        @import url('https://fonts.googleapis.com/css2?family=Roboto:wght@300;400;500;700&display=swap');
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+            font-family: 'Roboto', sans-serif;
+        }
+        body {
+            background-color: #1a1a2e;
+            display: flex;
+            justify-content: center;
+            align-items: center;
+            height: 100vh;
+            color: #fff;
+        }
+        .registration-form {
+            background-color: #fff;
+            color: #000;
+            padding: 20px;
+            border-radius: 10px;
+            box-shadow: 0 0 20px rgba(0, 0, 0, 0.2);
+            width: 300px;
+        }
+        .registration-form h2 {
+            text-align: center;
+            margin-bottom: 20px;
+        }
+        .registration-form .form-group {
+            margin-bottom: 15px;
+        }
+        .registration-form .form-group label {
+            display: block;
+            margin-bottom: 5px;
+        }
+        .registration-form .form-group input,
+        .registration-form .form-group select {
+            width: 100%;
+            padding: 10px;
+            border-radius: 5px;
+            border: 1px solid #ccc;
+        }
+        .registration-form button {
+            width: 100%;
+            padding: 10px;
+            border-radius: 5px;
+            border: none;
+            background-color: #4b7bec;
+            color: #fff;
+            font-size: 1rem;
+            cursor: pointer;
+        }
+    </style>
+</head>
+<body>
+    <div class="registration-form">
+        <h2>Registration</h2>
+        <form action="{% url 'register' %}" method="post">  <!-- Correct URL for Django view -->
+            {% csrf_token %}
+            <div class="form-group">
+                <label for="name">Name</label>
+                <input type="text" id="name" name="name" required>
+            </div>
+            <div class="form-group">
+                <label for="email">Email</label>
+                <input type="email" id="email" name="email" required>
+            </div>
+            <div class="form-group">
+                <label for="mobile">Mobile Number</label>
+                <input type="tel" id="mobile" name="mobile" pattern="[0-9]{10}" required>
+            </div>
+            <div class="form-group">
+                <label for="Course">Course</label>
+                <select class="form-control" id="Course" name="Course">
+                    <option value="Robotics Foundation Courses">Robotics Foundation Courses</option>
+                    <option value="CyberSecurity and Ethical Hacking">CyberSecurity and Ethical Hacking</option>
+                    <option value="Android App Devepopment">Android App Devepopment</option>
+                    <option value="Full Stack Development">Full Stack Development</option>
+                    <option value="Core Java Programming">Core Java Programming</option>
+                    <option value="Python and machine learning Basic Application">Python and machine learning Basic Application</option>
+                    <option value="Digital Marketing">Digital Marketing</option>
+                    <option value="Embedded Systems and Internet of Things">Embedded Systems and Internet of Things</option>
+                    <option value="Financial Modeling and Valuation">Financial Modeling and Valuation</option>
+                    <option value="SQL and Microsoft BI Tools including PowerBI">SQL and Microsoft BI Tools including PowerBI</option>
+                    <option value="Data Science and Data Analytics- Basic Applications">Data Science and Data Analytics- Basic Applications</option>
+                    <option value="PCB Designing">12.	PCB Designing</option>
+                </select>
+            </div>
+            <button type="submit">Register</button>
+        </form>
+    </div>
+</body>
+</html>