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Update app.py
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app.py
CHANGED
@@ -4,7 +4,6 @@ import os
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from dotenv import load_dotenv
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import http.client
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import json
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from typing import Iterator
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load_dotenv()
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@@ -18,12 +17,11 @@ safety_settings = [
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{"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_NONE"},
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]
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model = genai.GenerativeModel('gemini-2.0-flash-exp',
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tools='code_execution',
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safety_settings=safety_settings,
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system_instruction="Tu es un assistant intelligent. ton but est d'assister au mieux que tu peux. tu as été créé par Aenir et tu t'appelles Mariam")
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def perform_web_search(query
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conn = http.client.HTTPSConnection("google.serper.dev")
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payload = json.dumps({"q": query})
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headers = {
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@@ -41,135 +39,109 @@ def perform_web_search(query: str) -> dict:
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finally:
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conn.close()
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def format_search_results(data
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if not data:
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return "Aucun résultat trouvé"
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result = ""
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if 'knowledgeGraph' in data:
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kg = data['knowledgeGraph']
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result += f"### {kg.get('title', '')}\n"
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result += f"*{kg.get('type', '')}*\n\n"
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result += f"{kg.get('description', '')}\n\n"
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if 'organic' in data:
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result += "### Résultats principaux:\n"
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for item in data['organic'][:3]:
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result += f"- **{item['title']}**\n"
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result += f" {item['snippet']}\n"
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result += f" [Lien]({item['link']})\n\n"
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if 'peopleAlsoAsk' in data:
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result += "### Questions fréquentes:\n"
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for item in data['peopleAlsoAsk'][:2]:
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result += f"- **{item['question']}**\n"
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result += f" {item['snippet']}\n\n"
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return result
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def
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except Exception as e:
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yield f"Erreur lors de la génération de la réponse : {str(e)}"
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if file is not None:
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with open(file_path, "wb") as f:
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f.write(file.getbuffer())
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try:
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except Exception as e:
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st.error(f"Erreur lors du téléchargement du fichier : {e}")
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return None
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# Clean up the temporary file
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if os.path.exists(file_path):
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os.remove(file_path)
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def main():
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# Initialize session state
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if "chat" not in st.session_state:
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st.session_state.chat = model.start_chat(history=[])
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if "messages" not in st.session_state:
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st.session_state.messages = []
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if "web_search" not in st.session_state:
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st.session_state.web_search = False
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st.title("Mariam AI!")
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# Settings sidebar
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with st.sidebar:
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st.title("Paramètres")
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st.session_state.web_search = st.toggle("Activer la recherche web",
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value=st.session_state.web_search)
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# File upload
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uploaded_file = st.file_uploader("Télécharger un fichier (image/document)",
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type=['jpg', 'mp4', 'mp3', 'jpeg', 'png', 'pdf', 'txt'])
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# Display chat history from session state
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for message in st.session_state.messages:
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with st.chat_message(message["role"]):
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st.markdown(message["content"])
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# Chat input
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if prompt := st.chat_input("Hey?"):
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# Add user message to chat history
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st.session_state.messages.append({"role": "user", "content": prompt})
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# Display user message
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st.chat_message("user").markdown(prompt)
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# Remove the cursor and update with the final response
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message_placeholder.markdown(full_response)
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# Add assistant response to chat history
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st.session_state.messages.append({"role": "assistant", "content": full_response})
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os.makedirs("temp", exist_ok=True)
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main()
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from dotenv import load_dotenv
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import http.client
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import json
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load_dotenv()
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{"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_NONE"},
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]
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model = genai.GenerativeModel('gemini-2.0-flash-exp', tools='code_execution',
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safety_settings=safety_settings,
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system_instruction="Tu es un assistant intelligent. ton but est d'assister au mieux que tu peux. tu as été créé par Aenir et tu t'appelles Mariam")
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def perform_web_search(query):
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conn = http.client.HTTPSConnection("google.serper.dev")
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payload = json.dumps({"q": query})
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headers = {
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finally:
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conn.close()
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def format_search_results(data):
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if not data:
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return "Aucun résultat trouvé"
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result = ""
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# Knowledge Graph
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if 'knowledgeGraph' in data:
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kg = data['knowledgeGraph']
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result += f"### {kg.get('title', '')}\n"
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result += f"*{kg.get('type', '')}*\n\n"
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result += f"{kg.get('description', '')}\n\n"
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# Organic Results
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if 'organic' in data:
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result += "### Résultats principaux:\n"
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for item in data['organic'][:3]: # Limit to top 3 results
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result += f"- **{item['title']}**\n"
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result += f" {item['snippet']}\n"
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result += f" [Lien]({item['link']})\n\n"
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# People Also Ask
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if 'peopleAlsoAsk' in data:
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result += "### Questions fréquentes:\n"
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for item in data['peopleAlsoAsk'][:2]: # Limit to top 2 questions
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result += f"- **{item['question']}**\n"
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result += f" {item['snippet']}\n\n"
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return result
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def role_to_streamlit(role):
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if role == "model":
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return "assistant"
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else:
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return role
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# Add chat and settings to session state
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if "chat" not in st.session_state:
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st.session_state.chat = model.start_chat(history=[])
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if "web_search" not in st.session_state:
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st.session_state.web_search = False
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# Display Form Title
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st.title("Mariam AI!")
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# Settings section
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with st.sidebar:
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st.title("Paramètres")
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st.session_state.web_search = st.toggle("Activer la recherche web", value=st.session_state.web_search)
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# File upload section
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uploaded_file = st.file_uploader("Télécharger un fichier (image/document)", type=['jpg', 'mp4', 'mp3', 'jpeg', 'png', 'pdf', 'txt'])
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# Display chat messages
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for message in st.session_state.chat.history:
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with st.chat_message(role_to_streamlit(message.role)):
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st.markdown(message.parts[0].text)
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# Function to handle file upload with Gemini
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def process_uploaded_file(file):
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if file is not None:
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with open(os.path.join("temp", file.name), "wb") as f:
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f.write(file.getbuffer())
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try:
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gemini_file = genai.upload_file(os.path.join("temp", file.name))
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return gemini_file
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except Exception as e:
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st.error(f"Erreur lors du téléchargement du fichier : {e}")
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return None
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# Chat input and processing
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if prompt := st.chat_input("Hey?"):
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uploaded_gemini_file = None
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if uploaded_file:
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uploaded_gemini_file = process_uploaded_file(uploaded_file)
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# Display user message
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st.chat_message("user").markdown(prompt)
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print(prompt)
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print("------------")
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try:
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# Perform web search if enabled
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web_results = None
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if st.session_state.web_search:
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with st.spinner("Recherche web en cours..."):
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web_results = perform_web_search(prompt)
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if web_results:
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formatted_results = format_search_results(web_results)
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prompt = f"""Question: {prompt}\n\nRésultats de recherche web:\n{formatted_results}\n\nPourrais-tu analyser ces informations et me donner une réponse complète?"""
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# Send message to Gemini
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if uploaded_gemini_file:
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response = st.session_state.chat.send_message([uploaded_gemini_file, "\n\n", prompt])
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else:
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response = st.session_state.chat.send_message(prompt)
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print(response.text)
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# Display assistant response
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with st.chat_message("assistant"):
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st.markdown(response.text)
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except Exception as e:
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st.error(f"Erreur lors de l'envoi du message : {e}")
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# Create temp directory
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os.makedirs("temp", exist_ok=True)
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