fix bug on id memory

main.py

@@ -192,10 +192,13 @@ def delete_document(enterprise_id: str, user_id: str):
     
 @app.delete("/documents/memory/{enterprise_id}/{user_id}/{info_id}")
 def delete_document(enterprise_id: str, user_id: str, info_id: str):
-    try:
+    try:        
+        all_ids = []
         for ids in index.list(prefix=f"{info_id}", namespace=enterprise_id):
+            # all_ids.extend(ids)
+            print(ids)
             index.delete(ids=ids, namespace=enterprise_id)
-        return {"message": "Document deleted", "chunks_deleted": ids}
+        return {"message": "Document deleted", "chunks_deleted": all_ids}
     except Exception as e:
         raise HTTPException(status_code=500, detail=f"An error occurred: {str(e)}")
     

rag.py

@@ -94,14 +94,16 @@ def add_to_knowledge_base(enterprise_id,information,index,enterprise_name,user_i
         embedding = OpenAIEmbeddings(model="text-embedding-3-large")
         vector_store = PineconeVectorStore(index=index, embedding=embedding,namespace=enterprise_id)
 
+        uuids = []
+        uuid = f"kb_{user_id}_{uuid4()}"
+
         document = Document(
             page_content=information,
-            metadata={"filename":"knowledge_base","file_type":"text", "filename_id":"knowledge_base", "entreprise_name":enterprise_name, "user_id":user_id},
+            metadata={"filename":"knowledge_base","file_type":"text", "filename_id":uuid, "entreprise_name":enterprise_name, "user_id":user_id},
         )
 
-        uuid = f"kb_{user_id}_{uuid4()}"
-
-        vector_store.add_documents(documents=[document], id=uuid)
+        uuids.append(uuid)
+        vector_store.add_documents(documents=[document], ids=uuids)
         return uuid
     
     except Exception as e: