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Browse files- app.py +353 -0
- requirements.txt +3 -0
app.py
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| 1 |
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import os
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| 2 |
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import textwrap
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| 3 |
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import google.generativeai as genai
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| 4 |
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from flask import Flask, request, jsonify, render_template_string
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| 5 |
+
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| 6 |
+
# ==========================================
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| 7 |
+
# CONFIGURATION & SETUP
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| 8 |
+
# ==========================================
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| 9 |
+
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| 10 |
+
app = Flask(__name__)
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| 11 |
+
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| 12 |
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# Configure the Google Gemini API
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| 13 |
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# It looks for the GEMINI_API_KEY environment variable
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| 14 |
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API_KEY = os.getenv("GEMINI_API_KEY")
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| 15 |
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| 16 |
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if not API_KEY:
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| 17 |
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print("Warning: GEMINI_API_KEY environment variable not set.")
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| 18 |
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print("Please set it in your Hugging Face Space secrets or Docker environment.")
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| 19 |
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| 20 |
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genai.configure(api_key=API_KEY)
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| 21 |
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| 22 |
+
# ==========================================
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| 23 |
+
# FRONTEND TEMPLATE (HTML/CSS/JS)
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| 24 |
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# ==========================================
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| 25 |
+
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| 26 |
+
HTML_TEMPLATE = """
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| 27 |
+
<!DOCTYPE html>
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| 28 |
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<html lang="en">
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| 29 |
+
<head>
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| 30 |
+
<meta charset="UTF-8">
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| 31 |
+
<meta name="viewport" content="width=device-width, initial-scale=1.0">
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| 32 |
+
<title>Deep Research with Google Gemini</title>
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| 33 |
+
<style>
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| 34 |
+
:root {
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| 35 |
+
--primary: #2563eb;
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| 36 |
+
--primary-hover: #1d4ed8;
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| 37 |
+
--bg: #f8fafc;
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| 38 |
+
--card-bg: #ffffff;
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| 39 |
+
--text: #1e293b;
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| 40 |
+
--text-light: #64748b;
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| 41 |
+
--border: #e2e8f0;
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| 42 |
+
}
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| 43 |
+
body {
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| 44 |
+
font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;
|
| 45 |
+
background-color: var(--bg);
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| 46 |
+
color: var(--text);
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| 47 |
+
margin: 0;
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| 48 |
+
padding: 0;
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| 49 |
+
line-height: 1.6;
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| 50 |
+
}
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| 51 |
+
.container {
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| 52 |
+
max-width: 800px;
|
| 53 |
+
margin: 0 auto;
|
| 54 |
+
padding: 2rem 1rem;
|
| 55 |
+
}
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| 56 |
+
/* Header & Branding */
|
| 57 |
+
header {
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| 58 |
+
text-align: center;
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| 59 |
+
margin-bottom: 3rem;
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| 60 |
+
}
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| 61 |
+
h1 {
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| 62 |
+
font-size: 2.5rem;
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| 63 |
+
font-weight: 800;
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| 64 |
+
margin-bottom: 0.5rem;
|
| 65 |
+
background: linear-gradient(135deg, #2563eb, #10b981);
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| 66 |
+
-webkit-background-clip: text;
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| 67 |
+
-webkit-text-fill-color: transparent;
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| 68 |
+
}
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| 69 |
+
.subtitle {
|
| 70 |
+
color: var(--text-light);
|
| 71 |
+
font-size: 1.1rem;
|
| 72 |
+
}
|
| 73 |
+
.anycoder-link {
|
| 74 |
+
display: inline-block;
|
| 75 |
+
margin-top: 1rem;
|
| 76 |
+
font-size: 0.9rem;
|
| 77 |
+
color: var(--text-light);
|
| 78 |
+
text-decoration: none;
|
| 79 |
+
border: 1px solid var(--border);
|
| 80 |
+
padding: 0.25rem 0.75rem;
|
| 81 |
+
border-radius: 999px;
|
| 82 |
+
transition: all 0.2s;
|
| 83 |
+
}
|
| 84 |
+
.anycoder-link:hover {
|
| 85 |
+
background-color: var(--card-bg);
|
| 86 |
+
color: var(--text);
|
| 87 |
+
border-color: var(--text);
|
| 88 |
+
}
|
| 89 |
+
|
| 90 |
+
/* Main Interface */
|
| 91 |
+
.search-box {
|
| 92 |
+
background: var(--card-bg);
|
| 93 |
+
padding: 2rem;
|
| 94 |
+
border-radius: 1rem;
|
| 95 |
+
box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.1);
|
| 96 |
+
border: 1px solid var(--border);
|
| 97 |
+
margin-bottom: 2rem;
|
| 98 |
+
}
|
| 99 |
+
textarea {
|
| 100 |
+
width: 100%;
|
| 101 |
+
min-height: 120px;
|
| 102 |
+
padding: 1rem;
|
| 103 |
+
border: 1px solid var(--border);
|
| 104 |
+
border-radius: 0.5rem;
|
| 105 |
+
font-size: 1rem;
|
| 106 |
+
font-family: inherit;
|
| 107 |
+
resize: vertical;
|
| 108 |
+
box-sizing: border-box;
|
| 109 |
+
margin-bottom: 1rem;
|
| 110 |
+
transition: border-color 0.2s;
|
| 111 |
+
}
|
| 112 |
+
textarea:focus {
|
| 113 |
+
outline: none;
|
| 114 |
+
border-color: var(--primary);
|
| 115 |
+
box-shadow: 0 0 0 3px rgba(37, 99, 235, 0.1);
|
| 116 |
+
}
|
| 117 |
+
.btn {
|
| 118 |
+
background-color: var(--primary);
|
| 119 |
+
color: white;
|
| 120 |
+
border: none;
|
| 121 |
+
padding: 0.75rem 1.5rem;
|
| 122 |
+
font-size: 1rem;
|
| 123 |
+
font-weight: 600;
|
| 124 |
+
border-radius: 0.5rem;
|
| 125 |
+
cursor: pointer;
|
| 126 |
+
transition: background-color 0.2s;
|
| 127 |
+
display: flex;
|
| 128 |
+
align-items: center;
|
| 129 |
+
gap: 0.5rem;
|
| 130 |
+
}
|
| 131 |
+
.btn:hover {
|
| 132 |
+
background-color: var(--primary-hover);
|
| 133 |
+
}
|
| 134 |
+
.btn:disabled {
|
| 135 |
+
background-color: var(--text-light);
|
| 136 |
+
cursor: not-allowed;
|
| 137 |
+
}
|
| 138 |
+
|
| 139 |
+
/* Results Area */
|
| 140 |
+
.results {
|
| 141 |
+
background: var(--card-bg);
|
| 142 |
+
border-radius: 1rem;
|
| 143 |
+
padding: 2rem;
|
| 144 |
+
border: 1px solid var(--border);
|
| 145 |
+
min-height: 200px;
|
| 146 |
+
white-space: pre-wrap;
|
| 147 |
+
display: none; /* Hidden by default */
|
| 148 |
+
}
|
| 149 |
+
.results.active {
|
| 150 |
+
display: block;
|
| 151 |
+
animation: fadeIn 0.5s ease-out;
|
| 152 |
+
}
|
| 153 |
+
.results h2 {
|
| 154 |
+
margin-top: 0;
|
| 155 |
+
font-size: 1.5rem;
|
| 156 |
+
}
|
| 157 |
+
.error-msg {
|
| 158 |
+
color: #ef4444;
|
| 159 |
+
background-color: #fef2f2;
|
| 160 |
+
padding: 1rem;
|
| 161 |
+
border-radius: 0.5rem;
|
| 162 |
+
margin-top: 1rem;
|
| 163 |
+
border: 1px solid #fecaca;
|
| 164 |
+
display: none;
|
| 165 |
+
}
|
| 166 |
+
|
| 167 |
+
/* Loading Spinner */
|
| 168 |
+
.spinner {
|
| 169 |
+
width: 20px;
|
| 170 |
+
height: 20px;
|
| 171 |
+
border: 3px solid rgba(255,255,255,0.3);
|
| 172 |
+
border-radius: 50%;
|
| 173 |
+
border-top-color: white;
|
| 174 |
+
animation: spin 1s ease-in-out infinite;
|
| 175 |
+
display: none;
|
| 176 |
+
}
|
| 177 |
+
.btn.loading .spinner { display: block; }
|
| 178 |
+
.btn.loading span { display: none; }
|
| 179 |
+
|
| 180 |
+
@keyframes spin { to { transform: rotate(360deg); } }
|
| 181 |
+
@keyframes fadeIn { from { opacity: 0; transform: translateY(10px); } to { opacity: 1; transform: translateY(0); } }
|
| 182 |
+
|
| 183 |
+
/* Markdown-like styling for output */
|
| 184 |
+
.markdown-content h1, .markdown-content h2, .markdown-content h3 { margin-top: 1.5em; margin-bottom: 0.5em; color: #111; }
|
| 185 |
+
.markdown-content p { margin-bottom: 1em; }
|
| 186 |
+
.markdown-content ul, .markdown-content ol { margin-bottom: 1em; padding-left: 2em; }
|
| 187 |
+
.markdown-content li { margin-bottom: 0.25em; }
|
| 188 |
+
.markdown-content code { background: #f1f5f9; padding: 0.2em 0.4em; border-radius: 3px; font-family: monospace; font-size: 0.9em; }
|
| 189 |
+
.markdown-content blockquote { border-left: 4px solid var(--border); padding-left: 1em; color: var(--text-light); margin: 1em 0; }
|
| 190 |
+
</style>
|
| 191 |
+
</head>
|
| 192 |
+
<body>
|
| 193 |
+
|
| 194 |
+
<div class="container">
|
| 195 |
+
<header>
|
| 196 |
+
<h1>🧠 Deep Research</h1>
|
| 197 |
+
<div class="subtitle">Powered by Google Gemini</div>
|
| 198 |
+
<!-- CRITICAL: Built with anycoder link -->
|
| 199 |
+
<a href="https://huggingface.co/spaces/akhaliq/anycoder" target="_blank" class="anycoder-link">
|
| 200 |
+
Built with anycoder
|
| 201 |
+
</a>
|
| 202 |
+
</header>
|
| 203 |
+
|
| 204 |
+
<main>
|
| 205 |
+
<div class="search-box">
|
| 206 |
+
<textarea id="topic" placeholder="Enter a research topic (e.g., 'The impact of AI on renewable energy efficiency')..."></textarea>
|
| 207 |
+
<div style="display: flex; justify-content: flex-end;">
|
| 208 |
+
<button id="researchBtn" class="btn" onclick="startResearch()">
|
| 209 |
+
<span>Generate Report</span>
|
| 210 |
+
<div class="spinner"></div>
|
| 211 |
+
</button>
|
| 212 |
+
</div>
|
| 213 |
+
<div id="errorMsg" class="error-msg"></div>
|
| 214 |
+
</div>
|
| 215 |
+
|
| 216 |
+
<div id="resultsArea" class="results">
|
| 217 |
+
<div id="outputContent" class="markdown-content"></div>
|
| 218 |
+
</div>
|
| 219 |
+
</main>
|
| 220 |
+
</div>
|
| 221 |
+
|
| 222 |
+
<script>
|
| 223 |
+
async function startResearch() {
|
| 224 |
+
const topic = document.getElementById('topic').value.trim();
|
| 225 |
+
const btn = document.getElementById('researchBtn');
|
| 226 |
+
const resultsArea = document.getElementById('resultsArea');
|
| 227 |
+
const outputContent = document.getElementById('outputContent');
|
| 228 |
+
const errorMsg = document.getElementById('errorMsg');
|
| 229 |
+
|
| 230 |
+
if (!topic) {
|
| 231 |
+
showError("Please enter a topic first.");
|
| 232 |
+
return;
|
| 233 |
+
}
|
| 234 |
+
|
| 235 |
+
// Reset UI
|
| 236 |
+
errorMsg.style.display = 'none';
|
| 237 |
+
resultsArea.classList.remove('active');
|
| 238 |
+
btn.classList.add('loading');
|
| 239 |
+
btn.disabled = true;
|
| 240 |
+
outputContent.innerHTML = '<p>Analyzing topic and gathering data...</p>';
|
| 241 |
+
resultsArea.classList.add('active');
|
| 242 |
+
|
| 243 |
+
try {
|
| 244 |
+
const response = await fetch('/api/research', {
|
| 245 |
+
method: 'POST',
|
| 246 |
+
headers: { 'Content-Type': 'application/json' },
|
| 247 |
+
body: JSON.stringify({ topic: topic })
|
| 248 |
+
});
|
| 249 |
+
|
| 250 |
+
const data = await response.json();
|
| 251 |
+
|
| 252 |
+
if (!response.ok) {
|
| 253 |
+
throw new Error(data.error || 'Failed to generate research');
|
| 254 |
+
}
|
| 255 |
+
|
| 256 |
+
// Simple formatting for the output (converting newlines to breaks)
|
| 257 |
+
// In a production app, use a library like marked.js
|
| 258 |
+
const formattedText = data.report
|
| 259 |
+
.replace(/^### (.*$)/gim, '<h3>$1</h3>')
|
| 260 |
+
.replace(/^## (.*$)/gim, '<h2>$1</h2>')
|
| 261 |
+
.replace(/^# (.*$)/gim, '<h1>$1</h1>')
|
| 262 |
+
.replace(/\*\*(.*)\*\*/gim, '<b>$1</b>')
|
| 263 |
+
.replace(/\n/gim, '<br>');
|
| 264 |
+
|
| 265 |
+
outputContent.innerHTML = formattedText;
|
| 266 |
+
|
| 267 |
+
} catch (err) {
|
| 268 |
+
showError(err.message);
|
| 269 |
+
resultsArea.classList.remove('active');
|
| 270 |
+
} finally {
|
| 271 |
+
btn.classList.remove('loading');
|
| 272 |
+
btn.disabled = false;
|
| 273 |
+
}
|
| 274 |
+
}
|
| 275 |
+
|
| 276 |
+
function showError(msg) {
|
| 277 |
+
const el = document.getElementById('errorMsg');
|
| 278 |
+
el.textContent = msg;
|
| 279 |
+
el.style.display = 'block';
|
| 280 |
+
}
|
| 281 |
+
</script>
|
| 282 |
+
</body>
|
| 283 |
+
</html>
|
| 284 |
+
"""
|
| 285 |
+
|
| 286 |
+
# ==========================================
|
| 287 |
+
# BACKEND LOGIC
|
| 288 |
+
# ==========================================
|
| 289 |
+
|
| 290 |
+
def get_gemini_response(topic):
|
| 291 |
+
"""
|
| 292 |
+
Interacts with Google Gemini API to generate a deep research report.
|
| 293 |
+
"""
|
| 294 |
+
try:
|
| 295 |
+
model = genai.GenerativeModel('gemini-pro')
|
| 296 |
+
|
| 297 |
+
prompt = textwrap.dedent(f"""
|
| 298 |
+
Act as an expert researcher. Conduct a deep dive into the following topic: "{topic}".
|
| 299 |
+
|
| 300 |
+
Your report should follow this structure:
|
| 301 |
+
1. **Executive Summary**: A brief overview of the topic.
|
| 302 |
+
2. **Key Concepts**: Define the most important terms and ideas.
|
| 303 |
+
3. **Historical Context**: How did we get here? (if applicable).
|
| 304 |
+
4. **Current State of Affairs**: What is happening right now?
|
| 305 |
+
5. **Challenges & Controversies**: What are the debated points?
|
| 306 |
+
6. **Future Outlook**: Predictions and trends.
|
| 307 |
+
|
| 308 |
+
Use Markdown formatting (headers, bolding, lists) to make the report readable.
|
| 309 |
+
Be thorough, objective, and detailed.
|
| 310 |
+
""")
|
| 311 |
+
|
| 312 |
+
response = model.generate_content(prompt)
|
| 313 |
+
return response.text
|
| 314 |
+
except Exception as e:
|
| 315 |
+
print(f"Error calling Gemini API: {e}")
|
| 316 |
+
raise Exception(f"AI Error: {str(e)}")
|
| 317 |
+
|
| 318 |
+
# ==========================================
|
| 319 |
+
# FLASK ROUTES
|
| 320 |
+
# ==========================================
|
| 321 |
+
|
| 322 |
+
@app.route('/')
|
| 323 |
+
def home():
|
| 324 |
+
"""Serves the frontend HTML."""
|
| 325 |
+
return render_template_string(HTML_TEMPLATE)
|
| 326 |
+
|
| 327 |
+
@app.route('/api/research', methods=['POST'])
|
| 328 |
+
def research():
|
| 329 |
+
"""API endpoint to handle research requests."""
|
| 330 |
+
data = request.get_json()
|
| 331 |
+
|
| 332 |
+
if not data or 'topic' not in data:
|
| 333 |
+
return jsonify({"error": "No topic provided"}), 400
|
| 334 |
+
|
| 335 |
+
if not API_KEY:
|
| 336 |
+
return jsonify({"error": "Server misconfiguration: GEMINI_API_KEY is missing."}), 500
|
| 337 |
+
|
| 338 |
+
topic = data['topic']
|
| 339 |
+
|
| 340 |
+
try:
|
| 341 |
+
report = get_gemini_response(topic)
|
| 342 |
+
return jsonify({"report": report})
|
| 343 |
+
except Exception as e:
|
| 344 |
+
return jsonify({"error": str(e)}), 500
|
| 345 |
+
|
| 346 |
+
# ==========================================
|
| 347 |
+
# MAIN ENTRY POINT
|
| 348 |
+
# ==========================================
|
| 349 |
+
|
| 350 |
+
if __name__ == '__main__':
|
| 351 |
+
# Run the app on 0.0.0.0 so it is accessible externally in Docker
|
| 352 |
+
port = int(os.environ.get('PORT', 7860))
|
| 353 |
+
app.run(host='0.0.0.0', port=port)
|
requirements.txt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
flask
|
| 2 |
+
google
|
| 3 |
+
textwrap
|