diff --git a/Dockerfile b/Dockerfile
index a174283..1f753b9 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -6,7 +6,7 @@ WORKDIR /app
 COPY requirements.txt .
 
 RUN apt-get update && apt-get install -y --no-install-recommends gcc libffi-dev libssl-dev
-RUN pip install asyncio redis 
+RUN pip install asyncio aiohttp redis[hiredis] 
 RUN pip install --no-cache-dir -r requirements.txt
 
 # Stage 2: Final stage
diff --git a/handlers/handle_private.py b/handlers/handle_private.py
index e094c89..e66dd15 100644
--- a/handlers/handle_private.py
+++ b/handlers/handle_private.py
@@ -2,7 +2,7 @@ from bot.config import FEEDBACK_CHAT_ID
 from bot.announce import edit_announce
 from bot.api import telegram_api
 import logging
-from utils.store import get_all_removed, get_average_toxic
+from utils.store import get_all_pattern, get_average_pattern
 
 logger = logging.getLogger(__name__)
 logging.basicConfig(level=logging.INFO)
@@ -29,12 +29,15 @@ async def handle_private(msg, state):
             state['welcome'] = False
             return
         elif text.startswith('/toxic'):
-            toxic_score = await get_average_toxic(msg)
+            toxic_pattern = f"toxic:{uid}:{cid}:*"
+            toxic_score = await get_average_toxic(toxic_pattern)
             text = f"Средняя токсичность сообщений: {toxic_score}%"
-            await telegram_api("sendMessage", chat_id=uid, reply_to_message_id=msg.get("message_id"), text=text)
+            mid = msg.get("message_id")
+            await telegram_api("sendMessage", chat_id=uid, reply_to_message_id=mid, text=text)
             return
         elif text == '/removed':
-            removed_messages = await get_all_removed(uid)
+            removed_pattern = f"removed:{uid}:*"
+            removed_messages = await get_all_pattern(removed_pattern)
             if removed_messages:
                 await telegram_api("sendMessage", chat_id=uid, text="\n\n".join(removed_messages))
             return
diff --git a/handlers/messages_routing.py b/handlers/messages_routing.py
index 934ce8e..26860ff 100644
--- a/handlers/messages_routing.py
+++ b/handlers/messages_routing.py
@@ -1,6 +1,6 @@
 import logging
 import math
-from utils.store import redis, get_average_toxic
+from utils.store import redis, get_average_pattern
 from bot.api import telegram_api
 from bot.config import FEEDBACK_CHAT_ID
 from nlp.toxicity_detector import detector
@@ -44,9 +44,10 @@ async def messages_routing(msg, state):
                     reply_to_msg_id = int(latest_toxic_message_id)
 
             # count average between all of messages
-            toxic_score = await get_average_toxic(msg)
+            toxic_pattern = f"toxic:{cid}:{uid}:*"
+            toxic_score = await get_average_pattern(toxic_pattern)
 
-            # 
+            # current mesasage toxicity
             if reply_to_msg_id:
                 one_score = await redis.get(f"toxic:{cid}:{uid}:{reply_to_msg_id}")
                 if one_score:
diff --git a/utils/store.py b/utils/store.py
index be8efc7..96f7943 100644
--- a/utils/store.py
+++ b/utils/store.py
@@ -7,11 +7,86 @@ import logging
 logger = logging.getLogger('store')
 logging.basicConfig(level=logging.DEBUG)
 
-# Connect to Redis
-redis = aredis.Redis.from_url(REDIS_URL)
+
+class RedisService:
+    def __init__(self, uri=REDIS_URL):
+        self._uri: str = uri
+        self.pubsub_channels = []
+        self._client = None
+
+    async def connect(self):
+        self._client = aredis.Redis.from_url(self._uri, decode_responses=True)
+
+    async def disconnect(self):
+        if self._client:
+            await self._client.close()
+
+    async def execute(self, command, *args, **kwargs):
+        if self._client:
+            try:
+                logger.debug(f"{command}")  # {args[0]}") # {args} {kwargs}")
+                for arg in args:
+                    if isinstance(arg, dict):
+                        if arg.get("_sa_instance_state"):
+                            del arg["_sa_instance_state"]
+                r = await self._client.execute_command(command, *args, **kwargs)
+                # logger.debug(type(r))
+                # logger.debug(r)
+                return r
+            except Exception as e:
+                logger.error(e)
+
+    async def subscribe(self, *channels):
+        if self._client:
+            async with self._client.pubsub() as pubsub:
+                for channel in channels:
+                    await pubsub.subscribe(channel)
+                    self.pubsub_channels.append(channel)
+
+    async def unsubscribe(self, *channels):
+        if not self._client:
+            return
+        async with self._client.pubsub() as pubsub:
+            for channel in channels:
+                await pubsub.unsubscribe(channel)
+                self.pubsub_channels.remove(channel)
+
+    async def publish(self, channel, data):
+        if not self._client:
+            return
+        await self._client.publish(channel, data)
+
+    async def set(self, key, data, ex=None):
+        # Prepare the command arguments
+        args = [key, data]
+
+        # If an expiration time is provided, add it to the arguments
+        if ex is not None:
+            args.append("EX")
+            args.append(ex)
+
+        # Execute the command with the provided arguments
+        await self.execute("set", *args)
+
+    async def scan_iter(self, pattern='*'):
+        """Asynchronously iterate over keys matching the given pattern."""
+        cursor = '0'
+        while cursor != 0:
+            cursor, keys = await self._client.scan(cursor=cursor, match=pattern)
+            for key in keys:
+                yield key
+
+    async def get(self, key):
+        return await self.execute("get", key)
 
 
-async def get_all_removed(uid):
+redis = RedisService()
+
+__all__ = ["redis"]
+
+
+
+async def get_all_pattern(uid):
     pattern = f"removed:{uid}:*"
 
     # Create a dictionary to hold the keys and values
@@ -27,10 +102,7 @@ async def get_all_removed(uid):
     return texts
 
 
-async def get_average_toxic(msg):
-    uid = msg['from']['id']
-    cid = msg['chat']['id']
-    pattern = f"toxic:{cid}:{uid}:*"
+async def get_average_pattern(pattern):
     scores = []
     scoring_msg_id = 0
     async for key in redis.scan_iter(pattern):