Create app.py
Browse files
app.py
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| 1 |
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import streamlit as st
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| 2 |
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import google.generativeai as genai
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| 3 |
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import os
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| 4 |
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from dotenv import load_dotenv
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| 5 |
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import http.client
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| 6 |
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import json
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| 7 |
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import shutil
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| 8 |
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import streamlit.components.v1 as components
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| 9 |
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| 10 |
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# Charger les variables d'environnement
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| 11 |
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load_dotenv()
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| 12 |
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genai.configure(api_key=os.getenv("GOOGLE_API_KEY"))
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| 13 |
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| 14 |
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# Paramètres de sécurité
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| 15 |
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safety_settings = [
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| 16 |
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{"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_NONE"},
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| 17 |
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{"category": "HARM_CATEGORY_HATE_SPEECH", "threshold": "BLOCK_NONE"},
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| 18 |
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{"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold": "BLOCK_NONE"},
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| 19 |
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{"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_NONE"},
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| 20 |
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]
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| 21 |
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| 22 |
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# Instructions système (inchangées pour brièveté)
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| 23 |
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ss = """
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| 24 |
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# Prompt System pour Mariam, IA conçu par youssouf
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| 25 |
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[...]
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| 26 |
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"""
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| 27 |
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| 28 |
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model = genai.GenerativeModel('gemini-2.0-flash-exp', tools='code_execution',
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| 29 |
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safety_settings=safety_settings,
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| 30 |
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system_instruction=ss)
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| 31 |
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| 32 |
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# Fonctions de recherche web (inchangées)
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| 33 |
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def perform_web_search(query):
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| 34 |
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conn = http.client.HTTPSConnection("google.serper.dev")
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| 35 |
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payload = json.dumps({"q": query})
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| 36 |
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headers = {'X-API-KEY': '9b90a274d9e704ff5b21c0367f9ae1161779b573', 'Content-Type': 'application/json'}
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| 37 |
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try:
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| 38 |
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conn.request("POST", "/search", payload, headers)
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| 39 |
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res = conn.getresponse()
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| 40 |
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data = json.loads(res.read().decode("utf-8"))
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| 41 |
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return data
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| 42 |
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except Exception as e:
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| 43 |
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st.error(f"Erreur lors de la recherche web : {e}")
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| 44 |
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return None
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| 45 |
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finally:
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| 46 |
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conn.close()
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| 47 |
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| 48 |
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def format_search_results(data):
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| 49 |
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if not data:
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| 50 |
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return "Aucun résultat trouvé"
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| 51 |
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result = ""
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| 52 |
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if 'knowledgeGraph' in data:
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| 53 |
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kg = data['knowledgeGraph']
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| 54 |
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result += f"### {kg.get('title', '')}\n*{kg.get('type', '')}*\n\n{kg.get('description', '')}\n\n"
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| 55 |
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if 'organic' in data:
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| 56 |
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result += "### Résultats principaux:\n"
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| 57 |
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for item in data['organic'][:3]:
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| 58 |
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result += f"- **{item['title']}**\n {item['snippet']}\n [Lien]({item['link']})\n\n"
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| 59 |
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return result
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| 60 |
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| 61 |
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# Initialisation de l’état
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| 62 |
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if "chat" not in st.session_state:
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| 63 |
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st.session_state.chat = model.start_chat(history=[])
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| 64 |
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if "web_search" not in st.session_state:
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| 65 |
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st.session_state.web_search = False
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| 66 |
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if "messages" not in st.session_state:
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| 67 |
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st.session_state.messages = []
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| 68 |
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| 69 |
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# Fonction pour effacer l’historique
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| 70 |
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def clear_chat_history():
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| 71 |
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st.session_state.chat = model.start_chat(history=[])
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| 72 |
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st.session_state.messages = []
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| 73 |
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| 74 |
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# CSS personnalisé pour mobile
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| 75 |
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st.markdown("""
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| 76 |
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<style>
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| 77 |
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.chat-container {
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| 78 |
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height: 60vh;
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| 79 |
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overflow-y: auto;
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| 80 |
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padding: 10px;
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| 81 |
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background-color: #f9f9f9;
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| 82 |
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border-radius: 10px;
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| 83 |
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}
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| 84 |
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.user-message {
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| 85 |
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background-color: #007bff;
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| 86 |
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color: white;
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| 87 |
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padding: 10px;
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| 88 |
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border-radius: 10px;
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| 89 |
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margin: 5px 0;
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| 90 |
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max-width: 80%;
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| 91 |
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align-self: flex-end;
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| 92 |
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}
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| 93 |
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.assistant-message {
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| 94 |
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background-color: #e9ecef;
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| 95 |
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color: black;
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| 96 |
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padding: 10px;
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| 97 |
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border-radius: 10px;
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| 98 |
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margin: 5px 0;
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| 99 |
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max-width: 80%;
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| 100 |
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}
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| 101 |
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.input-container {
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| 102 |
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position: fixed;
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| 103 |
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bottom: 0;
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| 104 |
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width: 100%;
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| 105 |
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padding: 10px;
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| 106 |
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background-color: white;
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| 107 |
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box-shadow: 0 -2px 5px rgba(0,0,0,0.1);
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| 108 |
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}
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| 109 |
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@media (max-width: 600px) {
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| 110 |
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.chat-container {
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| 111 |
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height: 70vh;
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| 112 |
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}
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| 113 |
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.stTextArea textarea {
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| 114 |
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height: 80px !important;
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| 115 |
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}
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| 116 |
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}
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| 117 |
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</style>
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| 118 |
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""", unsafe_allow_html=True)
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| 119 |
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| 120 |
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# Titre
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| 121 |
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st.title("Mariam AI")
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| 122 |
+
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| 123 |
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# Section des paramètres (expansible)
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| 124 |
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with st.expander("Paramètres"):
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| 125 |
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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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| 126 |
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help="Permet des réponses enrichies avec des données du web.")
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| 127 |
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if st.button("Effacer l’historique"):
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| 128 |
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clear_chat_history()
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| 129 |
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st.success("Historique effacé.")
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| 130 |
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| 131 |
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# Section de téléchargement
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| 132 |
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with st.expander("Télécharger un fichier"):
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| 133 |
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st.info("Types acceptés : jpg, jpeg, png, pdf, txt")
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| 134 |
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uploaded_file = st.file_uploader("Choisir un fichier", type=['jpg', 'jpeg', 'png', 'pdf', 'txt'])
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| 135 |
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| 136 |
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# Zone de conversation
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| 137 |
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st.markdown('<div class="chat-container">', unsafe_allow_html=True)
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| 138 |
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for message in st.session_state.messages:
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| 139 |
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if message["role"] == "user":
|
| 140 |
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st.markdown(f'<div class="user-message">{message["content"]}</div>', unsafe_allow_html=True)
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| 141 |
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else:
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| 142 |
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st.markdown(f'<div class="assistant-message">{message["content"]}</div>', unsafe_allow_html=True)
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| 143 |
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st.markdown('</div>', unsafe_allow_html=True)
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| 144 |
+
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| 145 |
+
# JavaScript pour défiler automatiquement
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| 146 |
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components.html("""
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| 147 |
+
<script>
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| 148 |
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const chatContainer = document.querySelector('.chat-container');
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| 149 |
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chatContainer.scrollTop = chatContainer.scrollHeight;
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| 150 |
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</script>
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| 151 |
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""")
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| 152 |
+
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| 153 |
+
# Zone de saisie
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| 154 |
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st.markdown('<div class="input-container">', unsafe_allow_html=True)
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| 155 |
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user_input = st.text_area("Votre message", height=80, key="input")
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| 156 |
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col1, col2 = st.columns([3, 1])
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| 157 |
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with col1:
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| 158 |
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pass
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| 159 |
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with col2:
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| 160 |
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send_button = st.button("Envoyer")
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| 161 |
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st.markdown('</div>', unsafe_allow_html=True)
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| 162 |
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|
| 163 |
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# Traitement de l’entrée utilisateur
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| 164 |
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if send_button and user_input:
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| 165 |
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st.session_state.messages.append({"role": "user", "content": user_input})
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| 166 |
+
|
| 167 |
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# Traitement du fichier
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| 168 |
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uploaded_gemini_file = None
|
| 169 |
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if uploaded_file:
|
| 170 |
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file_ext = uploaded_file.name.split('.')[-1].lower()
|
| 171 |
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if file_ext in ['jpg', 'jpeg', 'png', 'pdf', 'txt']:
|
| 172 |
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with open(os.path.join("temp", uploaded_file.name), "wb") as f:
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| 173 |
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f.write(uploaded_file.getbuffer())
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| 174 |
+
try:
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| 175 |
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uploaded_gemini_file = genai.upload_file(os.path.join("temp", uploaded_file.name))
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| 176 |
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except Exception as e:
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| 177 |
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st.error(f"Erreur lors de l’upload : {e}")
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| 178 |
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else:
|
| 179 |
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st.error("Type de fichier non accepté.")
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| 180 |
+
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| 181 |
+
# Recherche web
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| 182 |
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web_results = None
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| 183 |
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if st.session_state.web_search:
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| 184 |
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with st.spinner("Recherche web en cours..."):
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| 185 |
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web_results = perform_web_search(user_input)
|
| 186 |
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if web_results:
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| 187 |
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formatted_results = format_search_results(web_results)
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| 188 |
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user_input = f"{user_input}\n\nRésultats de recherche :\n{formatted_results}\nAnalyse ces informations et réponds-moi."
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| 189 |
+
|
| 190 |
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# Réponse de Mariam
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| 191 |
+
try:
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| 192 |
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if uploaded_gemini_file:
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| 193 |
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response = st.session_state.chat.send_message([uploaded_gemini_file, "\n\n", user_input])
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| 194 |
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else:
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| 195 |
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response = st.session_state.chat.send_message(user_input)
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| 196 |
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st.session_state.messages.append({"role": "assistant", "content": response.text})
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| 197 |
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except Exception as e:
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| 198 |
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st.error(f"Erreur : {e}")
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| 199 |
+
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| 200 |
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# Nettoyage
|
| 201 |
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if uploaded_file:
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| 202 |
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shutil.rmtree("temp", ignore_errors=True)
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| 203 |
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os.makedirs("temp", exist_ok=True)
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| 204 |
+
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| 205 |
+
# Rafraîchir la page pour afficher la réponse
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| 206 |
+
st.rerun()
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