Remove vectore store references

app.py

@@ -25,12 +25,9 @@ def init_app():
 
         
     if len(st.session_state) == 0:
-        # Define Vectore store strategy
-        pinecone_connector = PineconeConnector()
-        vs_manager = VectoreStoreManager(pinecone_connector)
 
         st.session_state["messages"] = []
-        st.session_state["assistant"] = Rag(vectore_store=vs_manager)
+        st.session_state["assistant"] = Rag()
         st.session_state["data_dict"] = config['variables']
         st.session_state["prompt_system"] = config['prompt_system']
 
@@ -57,7 +54,6 @@ def main():
 
     st.write(f"**User ID:** {userId}")
 
-    saved_documents = st.Page("pages/persistent_documents.py", title="Communs", icon="🗃️")
     documents = st.Page("pages/documents.py", title="Vos documents", icon="📂")
     prompt_system = st.Page("pages/prompt_system.py", title="Prompt système", icon="🖊️", default=True)
     form = st.Page("pages/form.py", title="Paramètres", icon="📋")
@@ -66,7 +62,6 @@ def main():
     pg = st.navigation(
         {
             "Documents": [
-                saved_documents,
                 documents,
             ],
             "Configurations": [

config.yaml

@@ -121,7 +121,6 @@ Paramètre 2 : {param2}
 Paramètre 3 : {param3}
 Paramètre 4 : {param4}
 
-Documents partagées : {commonContext}
 Document de référence : {documentContext}
 
 {prompt_system}

rag.py

@@ -86,14 +86,11 @@ class Rag:
         else:
             documentContext = self.retriever.invoke(query)
 
-        # Retrieve the VectoreStore
-        contextCommon = self.vector_store.retriever(query, self.embedding)
 
         # Dictionnaire de base avec les variables principales
         chain_input = {
             "query": query,
             "documentContext": documentContext,
-            "commonContext": contextCommon,
             "prompt_system": prompt_system,
             "messages": messages
         }