Upload app.py
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app.py
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| 1 |
+
import gradio as gr
|
| 2 |
+
import os
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| 3 |
+
import time
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| 4 |
+
import requests
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| 5 |
+
from datetime import datetime
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| 6 |
+
from langchain_openai import ChatOpenAI
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| 7 |
+
from langchain_anthropic import ChatAnthropic
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| 8 |
+
from langchain_google_genai import ChatGoogleGenerativeAI
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| 9 |
+
from langchain_core.messages import HumanMessage
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| 10 |
+
import PyPDF2
|
| 11 |
+
import docx
|
| 12 |
+
import pandas as pd
|
| 13 |
+
from pptx import Presentation
|
| 14 |
+
import io
|
| 15 |
+
import tempfile
|
| 16 |
+
from urllib.parse import urlparse
|
| 17 |
+
import re
|
| 18 |
+
|
| 19 |
+
# Configuration des modèles
|
| 20 |
+
MODELS = {
|
| 21 |
+
"Gemini 2.5 Flash (Google AI)": {
|
| 22 |
+
"provider": "Google AI",
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| 23 |
+
"class": ChatGoogleGenerativeAI,
|
| 24 |
+
"model_name": "gemini-2.0-flash-exp",
|
| 25 |
+
"default_api": True
|
| 26 |
+
},
|
| 27 |
+
"ChatGPT 5 (OpenAI)": {
|
| 28 |
+
"provider": "OpenAI",
|
| 29 |
+
"class": ChatOpenAI,
|
| 30 |
+
"model_name": "gpt-4o",
|
| 31 |
+
"default_api": False
|
| 32 |
+
},
|
| 33 |
+
"Claude Sonnet 4 (Anthropic)": {
|
| 34 |
+
"provider": "Anthropic",
|
| 35 |
+
"class": ChatAnthropic,
|
| 36 |
+
"model_name": "claude-3-5-sonnet-20241022",
|
| 37 |
+
"default_api": False
|
| 38 |
+
},
|
| 39 |
+
"Gemini 2.5 Pro (Google AI)": {
|
| 40 |
+
"provider": "Google AI",
|
| 41 |
+
"class": ChatGoogleGenerativeAI,
|
| 42 |
+
"model_name": "gemini-2.0-flash-exp",
|
| 43 |
+
"default_api": False
|
| 44 |
+
}
|
| 45 |
+
}
|
| 46 |
+
|
| 47 |
+
# API par défaut pour Gemini 2.5 Flash
|
| 48 |
+
DEFAULT_GEMINI_API = os.getenv("GOOGLE_API_KEY", "")
|
| 49 |
+
|
| 50 |
+
def extract_text_from_file(file):
|
| 51 |
+
"""Extrait le texte d'un fichier uploadé"""
|
| 52 |
+
if file is None:
|
| 53 |
+
return ""
|
| 54 |
+
|
| 55 |
+
file_extension = os.path.splitext(file.name)[1].lower()
|
| 56 |
+
|
| 57 |
+
try:
|
| 58 |
+
if file_extension == '.pdf':
|
| 59 |
+
with open(file.name, 'rb') as f:
|
| 60 |
+
reader = PyPDF2.PdfReader(f)
|
| 61 |
+
text = ""
|
| 62 |
+
for page in reader.pages:
|
| 63 |
+
text += page.extract_text() + "\n"
|
| 64 |
+
return text
|
| 65 |
+
|
| 66 |
+
elif file_extension == '.docx':
|
| 67 |
+
doc = docx.Document(file.name)
|
| 68 |
+
text = ""
|
| 69 |
+
for paragraph in doc.paragraphs:
|
| 70 |
+
text += paragraph.text + "\n"
|
| 71 |
+
return text
|
| 72 |
+
|
| 73 |
+
elif file_extension == '.txt':
|
| 74 |
+
with open(file.name, 'r', encoding='utf-8') as f:
|
| 75 |
+
return f.read()
|
| 76 |
+
|
| 77 |
+
elif file_extension in ['.xlsx', '.xls']:
|
| 78 |
+
df = pd.read_excel(file.name)
|
| 79 |
+
return df.to_string()
|
| 80 |
+
|
| 81 |
+
elif file_extension == '.pptx':
|
| 82 |
+
prs = Presentation(file.name)
|
| 83 |
+
text = ""
|
| 84 |
+
for slide in prs.slides:
|
| 85 |
+
for shape in slide.shapes:
|
| 86 |
+
if hasattr(shape, "text"):
|
| 87 |
+
text += shape.text + "\n"
|
| 88 |
+
return text
|
| 89 |
+
|
| 90 |
+
else:
|
| 91 |
+
return "Format de fichier non supporté"
|
| 92 |
+
|
| 93 |
+
except Exception as e:
|
| 94 |
+
return f"Erreur lors de la lecture du fichier: {str(e)}"
|
| 95 |
+
|
| 96 |
+
def extract_text_from_url(url):
|
| 97 |
+
"""Extrait le texte d'une URL"""
|
| 98 |
+
try:
|
| 99 |
+
response = requests.get(url, timeout=10)
|
| 100 |
+
response.raise_for_status()
|
| 101 |
+
|
| 102 |
+
# Simple extraction du contenu textuel
|
| 103 |
+
content = response.text
|
| 104 |
+
# Suppression basique des balises HTML
|
| 105 |
+
content = re.sub(r'<[^>]+>', '', content)
|
| 106 |
+
content = re.sub(r'\s+', ' ', content).strip()
|
| 107 |
+
|
| 108 |
+
return content[:10000] # Limite à 10k caractères
|
| 109 |
+
|
| 110 |
+
except Exception as e:
|
| 111 |
+
return f"Erreur lors de la récupération de l'URL: {str(e)}"
|
| 112 |
+
|
| 113 |
+
def get_document_content(text_input, url_input, file_input):
|
| 114 |
+
"""Récupère le contenu du document selon la source"""
|
| 115 |
+
if text_input.strip():
|
| 116 |
+
return text_input.strip()
|
| 117 |
+
elif url_input.strip():
|
| 118 |
+
return extract_text_from_url(url_input.strip())
|
| 119 |
+
elif file_input is not None:
|
| 120 |
+
return extract_text_from_file(file_input)
|
| 121 |
+
else:
|
| 122 |
+
return ""
|
| 123 |
+
|
| 124 |
+
def create_llm_instance(model_name, api_key):
|
| 125 |
+
"""Crée une instance du modèle LLM"""
|
| 126 |
+
model_config = MODELS[model_name]
|
| 127 |
+
|
| 128 |
+
if model_config["provider"] == "OpenAI":
|
| 129 |
+
return model_config["class"](
|
| 130 |
+
model=model_config["model_name"],
|
| 131 |
+
api_key=api_key,
|
| 132 |
+
temperature=0.7
|
| 133 |
+
)
|
| 134 |
+
elif model_config["provider"] == "Anthropic":
|
| 135 |
+
return model_config["class"](
|
| 136 |
+
model=model_config["model_name"],
|
| 137 |
+
api_key=api_key,
|
| 138 |
+
temperature=0.7
|
| 139 |
+
)
|
| 140 |
+
elif model_config["provider"] == "Google AI":
|
| 141 |
+
api_to_use = api_key if api_key else DEFAULT_GEMINI_API
|
| 142 |
+
return model_config["class"](
|
| 143 |
+
model=model_config["model_name"],
|
| 144 |
+
google_api_key=api_to_use,
|
| 145 |
+
temperature=0.7
|
| 146 |
+
)
|
| 147 |
+
|
| 148 |
+
def generate_html(model_name, api_key, text_input, url_input, file_input):
|
| 149 |
+
"""Génère le fichier HTML éducatif"""
|
| 150 |
+
start_time = time.time()
|
| 151 |
+
|
| 152 |
+
# Validation des entrées
|
| 153 |
+
if model_name != "Gemini 2.5 Flash (Google AI)" and not api_key.strip():
|
| 154 |
+
return None, "❌ Erreur: Veuillez fournir une clé API pour ce modèle.", 0
|
| 155 |
+
|
| 156 |
+
document_content = get_document_content(text_input, url_input, file_input)
|
| 157 |
+
if not document_content:
|
| 158 |
+
return None, "❌ Erreur: Veuillez fournir un document (texte, URL ou fichier).", 0
|
| 159 |
+
|
| 160 |
+
try:
|
| 161 |
+
# Création de l'instance LLM
|
| 162 |
+
llm = create_llm_instance(model_name, api_key)
|
| 163 |
+
|
| 164 |
+
# Lecture du prompt template
|
| 165 |
+
with open("creation_educational_html_from_any_document_18082025.txt", "r", encoding="utf-8") as f:
|
| 166 |
+
prompt_template = f.read()
|
| 167 |
+
|
| 168 |
+
# Remplacement des variables
|
| 169 |
+
model_config = MODELS[model_name]
|
| 170 |
+
prompt = prompt_template.format(
|
| 171 |
+
model_name=model_config["model_name"],
|
| 172 |
+
provider_name=model_config["provider"],
|
| 173 |
+
document=document_content
|
| 174 |
+
)
|
| 175 |
+
|
| 176 |
+
# Génération du contenu
|
| 177 |
+
message = HumanMessage(content=prompt)
|
| 178 |
+
response = llm.invoke([message])
|
| 179 |
+
|
| 180 |
+
html_content = response.content
|
| 181 |
+
|
| 182 |
+
# Calcul du temps de génération
|
| 183 |
+
generation_time = time.time() - start_time
|
| 184 |
+
|
| 185 |
+
# Sauvegarde du fichier HTML
|
| 186 |
+
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
|
| 187 |
+
filename = f"document_educatif_{timestamp}.html"
|
| 188 |
+
|
| 189 |
+
with open(filename, "w", encoding="utf-8") as f:
|
| 190 |
+
f.write(html_content)
|
| 191 |
+
|
| 192 |
+
success_message = f"✅ Fichier HTML généré avec succès en {generation_time:.2f} secondes!"
|
| 193 |
+
|
| 194 |
+
return filename, success_message, generation_time
|
| 195 |
+
|
| 196 |
+
except Exception as e:
|
| 197 |
+
error_message = f"❌ Erreur lors de la génération: {str(e)}"
|
| 198 |
+
return None, error_message, 0
|
| 199 |
+
|
| 200 |
+
def reset_form():
|
| 201 |
+
"""Remet à zéro le formulaire"""
|
| 202 |
+
return (
|
| 203 |
+
"Gemini 2.5 Flash (Google AI)", # model_name
|
| 204 |
+
"", # api_key
|
| 205 |
+
"", # text_input
|
| 206 |
+
"", # url_input
|
| 207 |
+
None, # file_input
|
| 208 |
+
"", # status_message
|
| 209 |
+
None, # html_file
|
| 210 |
+
"" # html_preview
|
| 211 |
+
)
|
| 212 |
+
|
| 213 |
+
def update_api_info(model_name):
|
| 214 |
+
"""Met à jour les informations sur l'API selon le modèle sélectionné"""
|
| 215 |
+
if model_name == "Gemini 2.5 Flash (Google AI)":
|
| 216 |
+
return gr.update(
|
| 217 |
+
label="Clé API (optionnelle)",
|
| 218 |
+
placeholder="API gratuite disponible jusqu'à épuisement, ou utilisez votre propre clé",
|
| 219 |
+
info="💡 Une API gratuite est déjà configurée pour ce modèle. Vous pouvez utiliser votre propre clé si vous le souhaitez."
|
| 220 |
+
)
|
| 221 |
+
else:
|
| 222 |
+
return gr.update(
|
| 223 |
+
label="Clé API (obligatoire)",
|
| 224 |
+
placeholder="Entrez votre clé API",
|
| 225 |
+
info="🔑 Clé API requise pour ce modèle"
|
| 226 |
+
)
|
| 227 |
+
|
| 228 |
+
# Interface Gradio
|
| 229 |
+
with gr.Blocks(
|
| 230 |
+
title="EduHTML Creator - Générateur de contenu éducatif HTML",
|
| 231 |
+
theme=gr.themes.Soft(),
|
| 232 |
+
css="""
|
| 233 |
+
.main-container {
|
| 234 |
+
max-width: 1200px;
|
| 235 |
+
margin: 0 auto;
|
| 236 |
+
padding: 20px;
|
| 237 |
+
}
|
| 238 |
+
.header {
|
| 239 |
+
text-align: center;
|
| 240 |
+
margin-bottom: 30px;
|
| 241 |
+
padding: 30px;
|
| 242 |
+
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
| 243 |
+
border-radius: 15px;
|
| 244 |
+
color: white;
|
| 245 |
+
}
|
| 246 |
+
.form-section {
|
| 247 |
+
background: white;
|
| 248 |
+
padding: 25px;
|
| 249 |
+
border-radius: 15px;
|
| 250 |
+
box-shadow: 0 4px 6px rgba(0, 0, 0, 0.1);
|
| 251 |
+
margin-bottom: 20px;
|
| 252 |
+
}
|
| 253 |
+
.apple-button {
|
| 254 |
+
background: #007AFF;
|
| 255 |
+
color: white;
|
| 256 |
+
border: none;
|
| 257 |
+
border-radius: 8px;
|
| 258 |
+
padding: 12px 24px;
|
| 259 |
+
font-weight: 500;
|
| 260 |
+
transition: all 0.3s ease;
|
| 261 |
+
}
|
| 262 |
+
.apple-button:hover {
|
| 263 |
+
background: #0056CC;
|
| 264 |
+
transform: translateY(-1px);
|
| 265 |
+
}
|
| 266 |
+
.reset-button {
|
| 267 |
+
background: #FF3B30;
|
| 268 |
+
color: white;
|
| 269 |
+
border: none;
|
| 270 |
+
border-radius: 8px;
|
| 271 |
+
padding: 12px 24px;
|
| 272 |
+
font-weight: 500;
|
| 273 |
+
}
|
| 274 |
+
.status-success {
|
| 275 |
+
color: #34C759;
|
| 276 |
+
font-weight: 500;
|
| 277 |
+
}
|
| 278 |
+
.status-error {
|
| 279 |
+
color: #FF3B30;
|
| 280 |
+
font-weight: 500;
|
| 281 |
+
}
|
| 282 |
+
"""
|
| 283 |
+
) as app:
|
| 284 |
+
|
| 285 |
+
gr.HTML("""
|
| 286 |
+
<div class="header">
|
| 287 |
+
<h1>🎓 EduHTML Creator</h1>
|
| 288 |
+
<p style="font-size: 18px; margin: 10px 0;">Transformez n'importe quel document en contenu éducatif HTML interactif</p>
|
| 289 |
+
<p style="font-size: 14px; opacity: 0.9;">
|
| 290 |
+
Cette application utilise l'intelligence artificielle pour créer des pages HTML éducatives élégantes et interactives
|
| 291 |
+
à partir de vos documents. Le design s'inspire du style Apple pour une expérience utilisateur premium.
|
| 292 |
+
L'objectif éducatif est de faciliter l'apprentissage grâce à la structuration, l'interactivité et la visualisation
|
| 293 |
+
des informations clés de vos documents originaux.
|
| 294 |
+
</p>
|
| 295 |
+
</div>
|
| 296 |
+
""")
|
| 297 |
+
|
| 298 |
+
with gr.Row():
|
| 299 |
+
with gr.Column(scale=1):
|
| 300 |
+
gr.HTML("<div class='form-section'>")
|
| 301 |
+
|
| 302 |
+
# Sélection du modèle
|
| 303 |
+
model_dropdown = gr.Dropdown(
|
| 304 |
+
choices=list(MODELS.keys()),
|
| 305 |
+
value="Gemini 2.5 Flash (Google AI)",
|
| 306 |
+
label="🤖 Modèle LLM",
|
| 307 |
+
info="Choisissez le modèle d'IA à utiliser"
|
| 308 |
+
)
|
| 309 |
+
|
| 310 |
+
# Champ API
|
| 311 |
+
api_input = gr.Textbox(
|
| 312 |
+
label="Clé API (optionnelle)",
|
| 313 |
+
placeholder="API gratuite disponible jusqu'à épuisement, ou utilisez votre propre clé",
|
| 314 |
+
info="💡 Une API gratuite est déjà configurée pour ce modèle. Vous pouvez utiliser votre propre clé si vous le souhaitez.",
|
| 315 |
+
type="password"
|
| 316 |
+
)
|
| 317 |
+
|
| 318 |
+
gr.HTML("</div>")
|
| 319 |
+
|
| 320 |
+
gr.HTML("<div class='form-section'>")
|
| 321 |
+
gr.HTML("<h3>📄 Source du document</h3>")
|
| 322 |
+
|
| 323 |
+
# Entrées de document
|
| 324 |
+
text_input = gr.Textbox(
|
| 325 |
+
label="Texte copié/collé",
|
| 326 |
+
placeholder="Collez votre texte ici...",
|
| 327 |
+
lines=5
|
| 328 |
+
)
|
| 329 |
+
|
| 330 |
+
url_input = gr.Textbox(
|
| 331 |
+
label="Lien Web",
|
| 332 |
+
placeholder="https://exemple.com/article"
|
| 333 |
+
)
|
| 334 |
+
|
| 335 |
+
file_input = gr.File(
|
| 336 |
+
label="Fichier",
|
| 337 |
+
file_types=[".pdf", ".txt", ".docx", ".xlsx", ".xls", ".pptx"]
|
| 338 |
+
)
|
| 339 |
+
|
| 340 |
+
gr.HTML("</div>")
|
| 341 |
+
|
| 342 |
+
# Boutons
|
| 343 |
+
with gr.Row():
|
| 344 |
+
submit_btn = gr.Button(
|
| 345 |
+
"🚀 Générer le HTML",
|
| 346 |
+
variant="primary",
|
| 347 |
+
elem_classes=["apple-button"]
|
| 348 |
+
)
|
| 349 |
+
reset_btn = gr.Button(
|
| 350 |
+
"🔄 Reset",
|
| 351 |
+
elem_classes=["reset-button"]
|
| 352 |
+
)
|
| 353 |
+
|
| 354 |
+
with gr.Column(scale=1):
|
| 355 |
+
# Statut et résultats
|
| 356 |
+
status_output = gr.HTML(label="Statut")
|
| 357 |
+
|
| 358 |
+
# Fichier téléchargeable
|
| 359 |
+
html_file_output = gr.File(
|
| 360 |
+
label="📥 Fichier HTML téléchargeable",
|
| 361 |
+
visible=False
|
| 362 |
+
)
|
| 363 |
+
|
| 364 |
+
# Prévisualisation
|
| 365 |
+
html_preview = gr.HTML(
|
| 366 |
+
label="👀 Prévisualisation",
|
| 367 |
+
visible=False
|
| 368 |
+
)
|
| 369 |
+
|
| 370 |
+
# Événements
|
| 371 |
+
model_dropdown.change(
|
| 372 |
+
fn=update_api_info,
|
| 373 |
+
inputs=[model_dropdown],
|
| 374 |
+
outputs=[api_input]
|
| 375 |
+
)
|
| 376 |
+
|
| 377 |
+
submit_btn.click(
|
| 378 |
+
fn=generate_html,
|
| 379 |
+
inputs=[model_dropdown, api_input, text_input, url_input, file_input],
|
| 380 |
+
outputs=[html_file_output, status_output, gr.State()]
|
| 381 |
+
).then(
|
| 382 |
+
fn=lambda file, status, time_taken: (
|
| 383 |
+
gr.update(visible=file is not None),
|
| 384 |
+
status,
|
| 385 |
+
gr.update(visible=file is not None, value=open(file, 'r', encoding='utf-8').read() if file else "")
|
| 386 |
+
),
|
| 387 |
+
inputs=[html_file_output, status_output, gr.State()],
|
| 388 |
+
outputs=[html_file_output, status_output, html_preview]
|
| 389 |
+
)
|
| 390 |
+
|
| 391 |
+
reset_btn.click(
|
| 392 |
+
fn=reset_form,
|
| 393 |
+
outputs=[model_dropdown, api_input, text_input, url_input, file_input, status_output, html_file_output, html_preview]
|
| 394 |
+
)
|
| 395 |
+
|
| 396 |
+
if __name__ == "__main__":
|
| 397 |
+
app.launch(
|
| 398 |
+
server_name="0.0.0.0",
|
| 399 |
+
server_port=7860,
|
| 400 |
+
share=True
|
| 401 |
+
)
|