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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Upload File</title>
<link href="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/css/bootstrap.min.css" rel="stylesheet">
<link href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css" rel="stylesheet">
<style>
body {
background-color: #f8f9fa;
}
.container {
margin-top: 50px;
margin-bottom: 50px;
border-radius: 10px;
background: white;
padding: 30px;
box-shadow: 0 2px 10px rgba(0, 0, 0, 0.1);
}
h1, h2 {
color: #343a40;
}
.btn-primary {
background-color: #b64848;
border: none;
}
.btn-primary:hover {
background-color: #ca1717;
}
.img-fluid {
border-radius: 10px;
margin-top: 10px;
}
.form-label {
font-weight: bold;
}
.chat-container {
max-height: 300px;
overflow-y: auto;
border: 1px solid #dee2e6;
border-radius: 10px;
padding: 10px;
background-color: #f9f9f9;
}
.chat-message {
margin: 5px 0;
padding: 10px;
border-radius: 20px;
position: relative;
}
.user-message {
background-color: #ca1717;
color: white;
text-align: left;
margin-right: 50px;
}
.bot-message {
background-color: #e2e3e5;
color: black;
text-align: left;
margin-left: 50px;
}
.user-message strong,
.bot-message strong {
display: block;
margin-bottom: 5px;
}
</style>
</head>
<body>
<div class="text-center mb-4">
<img src="/static/Arif.png" alt="Galvatron Logo" class="img-fluid" style="max-width: 200px;"> <!-- Adjust the max-width as needed -->
</div>
<div class="container">
<h1 class="text-center mb-4">Upload CSV or Excel File</h1>
<form action="/process" method="post" enctype="multipart/form-data" class="mb-5">
<div class="mb-3">
<input type="file" name="file" accept=".csv,.xlsx" required class="form-control">
</div>
<button type="submit" class="btn btn-primary btn-lg btn-block">Upload <i class="fas fa-upload"></i></button>
</form>
{% if columns %}
<form action="/result" method="post" enctype="multipart/form-data" class="mb-5">
<div class="mb-3">
<label for="target" class="form-label">Select target variable:</label>
<select id="target" name="target" class="form-select">
{% for column in columns %}
<option value="{{ column }}">{{ column }}</option>
{% endfor %}
</select>
<label for="target" class="form-label">Select Algorithm to do Prediction:</label>
<select name="algorithm" class="form-select">
<option value="Decision Tree">Decision Tree</option>
<option value="Random Forest">Random Forest</option>
</select>
<label for="additional-question" class="form-label mt-3">Additional Question:</label>
<textarea id="question" name="question" class="form-control" rows="3" placeholder="Enter any additional information or question here..."></textarea>
</div>
<button type="submit" class="btn btn-primary btn-lg btn-block">Upload <i class="fas fa-upload"></i></button>
</form>
{% endif %}
{% if response1 and response2 %}
<h2>Analysis Result</h2>
<div class="mb-4">
<h3>Countplot Barchart</h3>
<img src="{{ url_for('static', path=plot1_path.split('/')[-1]) }}" alt="Plot 1" class="img-fluid">
<p>{{ response1|safe }}</p>
</div>
<div class="mb-4">
<h3>Histogram Plot</h3>
<img src="{{ url_for('static', path=plot2_path.split('/')[-1]) }}" alt="Plot 2" class="img-fluid">
<p>{{ response2|safe }}</p>
</div>
{% endif %}
{% if response5 %}
<div class="mb-4">
<h3>Pairplot</h3>
<img src="{{ url_for('static', path=plot5_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response5|safe }}</p>
</div>
{% endif %}
{% if response3 %}
<div class="mb-4">
<h3>Multiclass Barplot</h3>
<img src="{{ url_for('static', path=plot3_path.split('/')[-1]) }}" alt="Plot 3" class="img-fluid">
<p>{{ response3|safe }}</p>
</div>
{% endif %}
{% if response4 %}
<div class="mb-4">
<h3>Multiclass Histogram Plot</h3>
<img src="{{ url_for('static', path=plot4_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response4|safe }}</p>
</div>
{% endif %}
{% if response6 %}
<div class="mb-4">
<h3>Multiclass Pairplot</h3>
<img src="{{ url_for('static', path=plot6_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response6|safe }}</p>
</div>
{% endif %}
{% if response7 %}
<div class="mb-4">
<h3>Multiclass Pairplot</h3>
<img src="{{ url_for('static', path=plot7_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response7|safe }}</p>
</div>
{% endif %}
{% if response8 %}
<div class="mb-4">
<h3>Decision Tree Regressor</h3>
<img src="{{ url_for('static', path=plot8_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response8|safe }}</p>
</div>
{% endif %}
{% if response9 %}
<div class="mb-4">
<h3>Decision Tree Classifier</h3>
<img src="{{ url_for('static', path=plot9_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response9|safe }}</p>
</div>
{% endif %}
{% if response10 %}
<div class="mb-4">
<h3>Random Forest Regressor</h3>
<img src="{{ url_for('static', path=plot10_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response10|safe }}</p>
</div>
{% endif %}
{% if response11 %}
<div class="mb-4">
<h3>Random Forest Classifier</h3>
<img src="{{ url_for('static', path=plot11_path.split('/')[-1]) }}" alt="Plot 4" class="img-fluid">
<p>{{ response11|safe }}</p>
</div>
{% endif %}
{% if show_conversation %}
<h3>Conversation</h3>
<form action="/ask" method="post" class="mb-5">
<div class="input-group">
<input type="text" name="question" class="form-control" placeholder="Ask your question..." required>
<button type="submit" class="btn btn-outline-secondary">Ask <i class="fas fa-question-circle"></i></button>
</div>
</form>
{% endif %}
{% if question_responses %}
<h3>Conversation History:</h3>
<div class="chat-container mb-4">
{% for question, response in question_responses %}
<div class="chat-message user-message">
<strong>You:</strong> {{ question }}
</div>
<div class="chat-message bot-message">
<strong>Response:</strong> {{ response|safe }}
</div>
{% endfor %}
</div>
{% endif %}
</div>
<script src="https://cdn.jsdelivr.net/npm/bootstrap@5.3.0/dist/js/bootstrap.bundle.min.js"></script>
</body>
</html>
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