Update main.py

main.py

@@ -71,8 +71,8 @@ CONTENT_STYLE = {
     "border-left": "1px solid rgb(47,65,93)",
 }
 
-llm = ChatOpenAI(model_name="mistralai/Mistral-Small-3.1-24B-Instruct-2503", base_url=os.environ['BASEURL_ALBERT_API_KEY'], api_key=os.environ['ENDPOINT_ALBERT_API_KEY'])
-model = ChatOpenAI(model_name="mistralai/Mistral-Small-3.1-24B-Instruct-2503", base_url=os.environ['BASEURL_ALBERT_API_KEY'], api_key=os.environ['ENDPOINT_ALBERT_API_KEY'])
+llm = ChatOpenAI(model_name="albert-large", base_url=os.environ['BASEURL_ALBERT_API_KEY'], api_key=os.environ['ENDPOINT_ALBERT_API_KEY'])
+model = ChatOpenAI(model_name="albert-large", base_url=os.environ['BASEURL_ALBERT_API_KEY'], api_key=os.environ['ENDPOINT_ALBERT_API_KEY'])
 
 OWNER = os.environ['GITHUB_OWNER']  # ou nom d'organisation
 REPO = os.environ['GITHUB_REPO']
@@ -878,7 +878,7 @@ app.layout = dmc.MantineProvider(
     dcc.Location(id='redirect', refresh=True),
     dcc.Store(id='login-status', storage_type='session'),
     dcc.Store(id="history-store", storage_type="session", data=[]),
-    dcc.Store(id="model-params-store", storage_type="session", data={"model": "mistralai/Mistral-Small-3.1-24B-Instruct-2503","temperature": 0.7,"max_tokens": 1024,"top_p": 0.9}),
+    dcc.Store(id="model-params-store", storage_type="session", data={"model": "mistralai/Mistral-Small-3.2-24B-Instruct-2506","temperature": 0.7,"max_tokens": 1024,"top_p": 0.9}),
     html.Div(id='user-status-div'),
     html.Div(id='page-content')
 ])])
@@ -890,7 +890,7 @@ def layout(**kwargs):
             dcc.Location(id='redirect', refresh=True),
             dcc.Store(id='login-status', storage_type='session'),
             dcc.Store(id="history-store", storage_type="session", data=[]),
-            dcc.Store(id="model-params-store", storage_type="session", data={"model": "mistralai/Mistral-Small-3.1-24B-Instruct-2503","temperature": 0.7,"max_tokens": 1024,"top_p": 0.9}),
+            dcc.Store(id="model-params-store", storage_type="session", data={"model": "mistralai/Mistral-Small-3.2-24B-Instruct-2506","temperature": 0.7,"max_tokens": 1024,"top_p": 0.9}),
             html.Div(id='user-status-div'),
             html.Div(id='page-content')
         ]),
@@ -913,9 +913,9 @@ app_page = dmc.MantineProvider(
                                 {"label": "deepseek R1 8b llama", "value": "deepseek-r1:8b-llama-distill-q4_K_M"},
                                 {"label": "phi4 14b", "value": "phi4:14b-q8_0"},
                                 {"label": "gemma3 27b", "value": "gemma3:27b"},
-                                {"label": "Mistral Small 3.1 24B", "value": "mistralai/Mistral-Small-3.1-24B-Instruct-2503"},
+                                {"label": "Mistral Small 3.2 24B", "value": "mistralai/Mistral-Small-3.2-24B-Instruct-2506"},
                             ],
-                            value="mistralai/Mistral-Small-3.1-24B-Instruct-2503", style={"font-size": "0.75rem","color": "rgb(80,106,139)"},
+                            value="mistralai/Mistral-Small-3.2-24B-Instruct-2506", style={"font-size": "0.75rem","color": "rgb(80,106,139)"},
                         ),
                     ], style={"margin-bottom": "20px"}),
         
@@ -1304,9 +1304,9 @@ app_avid_page = dmc.MantineProvider(
                                 {"label": "deepseek R1 8b llama", "value": "deepseek-r1:8b-llama-distill-q4_K_M"},
                                 {"label": "phi4 14b", "value": "phi4:14b-q8_0"},
                                 {"label": "gemma3 27b", "value": "gemma3:27b"},
-                                {"label": "Mistral Small 3.1 24B", "value": "mistralai/Mistral-Small-3.1-24B-Instruct-2503"},
+                                {"label": "Mistral Small 3.2 24B", "value": "mistralai/Mistral-Small-3.2-24B-Instruct-2506"},
                             ],
-                            value="mistralai/Mistral-Small-3.1-24B-Instruct-2503", style={"font-size": "0.75rem","color": "rgb(80,106,139)"},
+                            value="mistralai/Mistral-Small-3.2-24B-Instruct-2506", style={"font-size": "0.75rem","color": "rgb(80,106,139)"},
                         ),
                     ], style={"margin-bottom": "20px"}),
         
@@ -2023,7 +2023,7 @@ def generate_competence(requete, categorie_selected, n_clicks, categorie, enseig
                     """
             # Simulation de l'appel à l'API LLM (à remplacer par un vrai appel API)
             try:
-                if model_params["model"] == "mistralai/Mistral-Small-3.1-24B-Instruct-2503":
+                if model_params["model"] == "mistralai/Mistral-Small-3.2-24B-Instruct-2506":
                     baseURL = os.environ['BASEURL_ALBERT_API_KEY']
                     os.environ['ENDPOINT_API_KEY'] = os.environ['ENDPOINT_ALBERT_API_KEY']
                 else: