....

app.py

@@ -88,7 +88,7 @@ def run():
     )
     with st.sidebar.expander(tr("Développez moi")):
         st.markdown(tr("""
-    Cette application vous permet de tester les futures fonctionnalités de la plateforme Value Props, et plus particulièrement « Sales Coaching ». 
+    Cette application vous permet de tester les futures fonctionnalités de la plateforme Value Props, et plus particulièrement le «Sales Coaching».  
     Amusez vous bien !
     """))
     with st.sidebar:
@@ -103,7 +103,7 @@ def run():
                                         })
     # tab_name = st.sidebar.radio("", list(TABS.keys()), 0)
     st.sidebar.markdown("---")
-    st.sidebar.markdown(f"## {config.PROMOTION}")
+    st.sidebar.markdown(f"## {tr(config.PROMOTION)}")
 
     st.sidebar.markdown("### Auteur:")
     for member in config.TEAM_MEMBERS:
@@ -111,7 +111,7 @@ def run():
 
     with st.sidebar:
         st.write("")
-        llm_choice = st.selectbox("LLM:",["Mistral large","OpenAI 3.5","OpenAI 4o"], label_visibility="visible")
+        llm_choice = st.selectbox(tr("Modèle :"),["Mistral large","OpenAI 3.5","OpenAI 4o"], label_visibility="visible")
         if (llm_choice == "OpenAI 3.5") : st.session_state.model = "gpt-3.5-turbo"
         elif (llm_choice == "OpenAI 4o") : st.session_state.model = "gpt-4o"
         else: st.session_state.model = "mistral-large-latest"

tabs/chatbot_tab.py

@@ -77,8 +77,6 @@ app = workflow.compile(checkpointer=memory)
 def init():
     global config,thread_id, context,human_message1,ai_message1,language, app, model_speech,language,prompt,model
     
-    thread_id = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
-    config = {"configurable": {"thread_id": thread_id}}
     model_speech = whisper.load_model("base") 
        
     options = ["Directeur Commercial", "Directeur Général", "Directeur Marketing"]
@@ -192,15 +190,30 @@ Attention: Ce n'est pas toi qui m'aide, c'est moi qui t'aide avec ma solution.
         AIMessage(content=ai_message1),
         HumanMessage(content="")
         ]
-    
-    
-    app.invoke(
-            {"messages": messages, "language": language},
-            config,
-        )
 
     st.write("")
-    st.session_state.messages = []
+    if ("context" in st.session_state) and ("human_message1" in st.session_state):
+        if (st.session_state.context != context) or (st.session_state.human_message1 != human_message1 ):
+            to_init = True
+        else:
+            to_init = False
+    else:
+        to_init = True
+        
+    if to_init:
+        thread_id = datetime.now().strftime("%Y-%m-%d %H:%M:%S")
+        config = {"configurable": {"thread_id": thread_id}}
+        app.invoke(
+        {"messages": messages, "language": language},
+        config,
+        )  
+        st.session_state.thread_id = thread_id
+        st.session_state.config = config
+        st.session_state.messages_init = messages
+        st.session_state.context = context
+        st.session_state.human_message1 = human_message1
+        st.session_state.messages = []
+        
     return config, thread_id
 
 # Fonction pour générer et jouer le texte en speech
@@ -267,6 +280,7 @@ def run():
         config,thread_id = init()
         query = ""
         st.button(label=tr("Validez"), type="primary")
+        st.write("**thread_id:** "+thread_id)
     elif (chosen_id == "tab2"):
         try:
             config
@@ -342,8 +356,7 @@ def run():
                             custom_sentence = output["messages"][-1].content
                             
                             # Joue l'audio
-                            l = st.session_state['Language'] 
-                            play_audio(custom_sentence,l , 1)
+                            play_audio(custom_sentence,Lang_detected , 1)
                             
                             # st.write("**"+tr("Prospect :")+"** "+custom_sentence)
                             with st.chat_message("assistant"):
@@ -372,6 +385,8 @@ def run():
     else:
         st.write("")
         st.write("")
+        st.write("**thread_id:** "+thread_id)
+        st.write("")
         q1 = st.text_input(label="", value=tr("Combien le vendeur a-t-il posé de questions ouvertes ?"),label_visibility="collapsed")
         output = app.invoke(
             {"messages": q1,"language": language},