diff --git a/reme/memory/vector_tools/__init__.py b/reme/memory/vector_tools/__init__.py
index b6601c1c..9fb04923 100644
--- a/reme/memory/vector_tools/__init__.py
+++ b/reme/memory/vector_tools/__init__.py
@@ -1,5 +1,7 @@
 """memory tools"""
 
+# pylint: disable=no-name-in-module
+
 from .base_memory_tool import BaseMemoryTool
 
 # chunk tools
diff --git a/reme/memory/vector_tools/profiles/__init__.py b/reme/memory/vector_tools/profiles/__init__.py
index e69de29b..150455db 100644
--- a/reme/memory/vector_tools/profiles/__init__.py
+++ b/reme/memory/vector_tools/profiles/__init__.py
@@ -0,0 +1 @@
+"""Profile memory tools."""
diff --git a/reme/memory/vector_tools/profiles/profile_handler.py b/reme/memory/vector_tools/profiles/profile_handler.py
index de5cddf4..0df3707a 100644
--- a/reme/memory/vector_tools/profiles/profile_handler.py
+++ b/reme/memory/vector_tools/profiles/profile_handler.py
@@ -1,5 +1,7 @@
 """Profile handler facade for filesystem and vector backends."""
 
+# pylint: disable=missing-function-docstring
+
 import asyncio
 from pathlib import Path
 
@@ -66,7 +68,9 @@ class ProfileHandler:
             asyncio.get_running_loop()
         except RuntimeError:
             return asyncio.run(coro)
-        raise RuntimeError("Synchronous profile access is not available in an active event loop. Use async methods instead.")
+        raise RuntimeError(
+            "Synchronous profile access is not available in an active event loop. Use async methods instead.",
+        )
 
     async def adelete(self, profile_id: str | list[str]) -> bool | int:
         return await self.backend.delete(profile_id)
@@ -74,7 +78,13 @@ class ProfileHandler:
     async def adelete_all(self) -> int:
         return await self.backend.delete_all()
 
-    async def aadd(self, message_time: str, profile_key: str, profile_value: str, ref_memory_id: str = "") -> MemoryNode:
+    async def aadd(
+        self,
+        message_time: str,
+        profile_key: str,
+        profile_value: str,
+        ref_memory_id: str = "",
+    ) -> MemoryNode:
         return await self.backend.add(message_time, profile_key, profile_value, ref_memory_id)
 
     async def aadd_batch(self, profiles: list[dict], ref_memory_id: str = "") -> list[MemoryNode]:
diff --git a/reme/memory/vector_tools/profiles/update_profile.py b/reme/memory/vector_tools/profiles/update_profile.py
index 54e59372..04c932bf 100644
--- a/reme/memory/vector_tools/profiles/update_profile.py
+++ b/reme/memory/vector_tools/profiles/update_profile.py
@@ -98,7 +98,10 @@ class UpdateProfile(BaseMemoryTool):
                 # Add profiles for each target
                 for target, target_profiles in profiles_by_target.items():
                     profile_handler = self.get_profile_handler(target)
-                    new_nodes = await profile_handler.aadd_batch(profiles=target_profiles, ref_memory_id=self.history_id)
+                    new_nodes = await profile_handler.aadd_batch(
+                        profiles=target_profiles,
+                        ref_memory_id=self.history_id,
+                    )
                     self.memory_nodes.extend(new_nodes)
                     added_count += len(new_nodes)
             else:
diff --git a/reme/reme.py b/reme/reme.py
index cc4ed4cd..c7c04d2e 100644
--- a/reme/reme.py
+++ b/reme/reme.py
@@ -238,7 +238,9 @@ class ReMe(Application):
 
         if self.profile_store_name in vector_store_configs:
             if self.profile_collection_name:
-                vector_store_configs[self.profile_store_name] = vector_store_configs[self.profile_store_name].model_copy(
+                vector_store_configs[self.profile_store_name] = vector_store_configs[
+                    self.profile_store_name
+                ].model_copy(
                     update={"collection_name": profile_collection_name},
                 )
             return