diff --git a/crawler/api/app.py b/crawler/api/app.py
index 1a24d0a..73ba146 100644
--- a/crawler/api/app.py
+++ b/crawler/api/app.py
@@ -16,6 +16,7 @@ from fastapi import Depends, FastAPI, HTTPException, Query
 from api.auth import User
 from models.listing import QueryParameters
 from rec import districts
+from redis_repository import RedisRepository
 from repositories.listing_repository import ListingRepository
 from repositories.listing_repository import ListingRepository
 from database import engine
@@ -27,6 +28,7 @@ from alembic import command
 from alembic.config import Config
 from contextlib import asynccontextmanager
 from celery.exceptions import TaskRevokedError
+from celery_app import app as celery_app
 
 load_dotenv()
 logger = logging.getLogger("uvicorn")
@@ -86,6 +88,9 @@ async def refresh_listings(
         args=(query_parameters.model_dump_json(),),
         expires=expiry_time,
     )
+
+    redis_repository = RedisRepository.instance()
+    redis_repository.add_task_for_user(user, task.id)
     return {"task_id": task.id}
 
 
@@ -107,6 +112,15 @@ async def get_task_status(
     }
 
 
+@app.get("/api/tasks_for_user")
+async def get_tasks_for_user(
+    user: Annotated[User, Depends(get_current_user)],
+) -> list[str]:
+    redis_repository = RedisRepository.instance()
+    user_tasks = redis_repository.get_tasks_for_user(user)
+    return user_tasks
+
+
 @app.get("/api/get_districts")
 async def get_districts(
     user: Annotated[User, Depends(get_current_user)],
diff --git a/crawler/frontend/src/App.tsx b/crawler/frontend/src/App.tsx
index d12753a..621947b 100644
--- a/crawler/frontend/src/App.tsx
+++ b/crawler/frontend/src/App.tsx
@@ -60,6 +60,26 @@ const fetchData = async (user: User, baseQueyrUri: string, parameters: Parameter
 };
 
 
+const fetchActiveTasksForUser = async (user: User) => {
+  const accessToken = user?.access_token;
+  const response = await fetch(`/api/tasks_for_user`, {
+    method: 'GET',
+    headers: {
+      'Authorization': `Bearer ${accessToken}`, // Pass the token
+      'Content-Type': 'application/json',
+    },
+  });
+  if (!response.ok) {
+    throw new Error(`Failed to fetch active tasks for user: ${response.status}`);
+  }
+
+  const data =
+    await response.json();
+  return data;
+};
+
+
+
 function App() {
   const [listingData, setListingData] = useState({});
   const [taskID, setTaskID] = useState<string | null>(null);
@@ -83,6 +103,17 @@ function App() {
     getUser().then(setUser);
   }, []);
 
+  useEffect(() => {
+    if (!user) {
+      return;
+    }
+    fetchActiveTasksForUser(user).then((tasks) => {
+      if (tasks) {
+        setTaskID(tasks[0])
+      }
+    })
+  }, [user, taskID])
+
   if (!user) {
     return <LoginModal isOpen={user === null} />
   }
diff --git a/crawler/main.py b/crawler/main.py
index 791c47c..1135278 100644
--- a/crawler/main.py
+++ b/crawler/main.py
@@ -58,7 +58,7 @@ def listing_filter_options(func):
         "--max-price",
         default=999_999,
         help="Maximum price",
-        type=click.IntRange(min=0, max=40_000),  # 40k for renting
+        type=click.IntRange(min=0),  # 40k for renting
     )
     @click.option(
         "--district",
diff --git a/crawler/rec/query.py b/crawler/rec/query.py
index d43cd0a..aa16c33 100644
--- a/crawler/rec/query.py
+++ b/crawler/rec/query.py
@@ -44,7 +44,7 @@ async def detail_query(detail_id: int) -> dict[str, Any]:
             return await response.json()
 
 
-@retry(wait=wait_random(min=1, max=2), stop=stop_after_attempt(3))
+@retry(wait=wait_random(min=1, max=60), stop=stop_after_attempt(3))
 async def listing_query(
     *,
     page: int,
diff --git a/crawler/redis_repository.py b/crawler/redis_repository.py
new file mode 100644
index 0000000..9ece35e
--- /dev/null
+++ b/crawler/redis_repository.py
@@ -0,0 +1,60 @@
+from datetime import timedelta
+from functools import lru_cache
+import json
+from string import Template
+from typing import Any
+from api.auth import User
+import redis
+from celery_app import app
+
+
+class RedisRepository:
+    redis_client: redis.Redis
+    tasks_key_template = Template("user:{user_id}/tasks")
+
+    def __init__(self):
+        redis_hostname = app.broker_connection().info()["hostname"]
+        redis_port = app.broker_connection().info()["port"]
+        self.redis_client = redis.Redis(
+            host=redis_hostname, port=redis_port, db=0, decode_responses=True
+        )  # decode_responses=True returns str, not bytes
+
+    @lru_cache(maxsize=None)
+    @staticmethod
+    def instance():
+        return RedisRepository()
+
+    def set_key(self, key: str, value, ttl: timedelta | None = None) -> None:
+        serialized_value = self.__serialize_value(value)
+        self.redis_client.set(key, serialized_value)
+
+        ttl = ttl or timedelta(hours=3)
+        self.redis_client.expire(key, ttl)
+
+    def get_key(self, key: str) -> Any | None:
+        serialized_value = self.redis_client.get(key)
+        if serialized_value is None:
+            return None
+        return self.__deserialize_value(serialized_value)
+
+    def add_task_for_user(self, user: User, task_id: str):
+        # Add the task ID to the Redis set for the user
+        current_tasks = (
+            self.get_key(self.tasks_key_template.substitute(user_id=user.email)) or []
+        )
+        self.set_key(
+            self.tasks_key_template.substitute(user_id=user.email),
+            [task_id] + current_tasks,
+        )
+
+    def get_tasks_for_user(self, user: User) -> list[str]:
+        # Get the task IDs from the Redis set for the user
+        return (
+            self.get_key(self.tasks_key_template.substitute(user_id=user.email)) or []
+        )
+
+    def __serialize_value(self, value: Any) -> str:
+        return json.dumps(value)
+
+    def __deserialize_value(self, value_str) -> Any:
+        return json.loads(value_str)
diff --git a/crawler/repositories/listing_repository.py b/crawler/repositories/listing_repository.py
index d8ffc41..ea4dfe7 100644
--- a/crawler/repositories/listing_repository.py
+++ b/crawler/repositories/listing_repository.py
@@ -1,4 +1,5 @@
 from datetime import datetime, timedelta
+import logging
 from data_access import Listing
 from models.listing import (
     BuyListing,
@@ -13,6 +14,8 @@ from sqlmodel import Sequence, Session, and_, col, select
 from sqlmodel.sql.expression import SelectOfScalar
 from tqdm import tqdm
 
+logger = logging.getLogger("uvicorn.error")
+
 
 class ListingRepository:
     engine: Engine
@@ -51,7 +54,9 @@ class ListingRepository:
 
         with Session(self.engine) as session:
             # query = select(modelListing)
-            return list(session.exec(query).all())
+            rows = list(session.exec(query).all())
+        logging.debug(f"Found {len(rows)} listings")
+        return rows
 
     def _add_where_from_query_parameters(
         self,
diff --git a/crawler/tasks/listing_tasks.py b/crawler/tasks/listing_tasks.py
index ffea36a..59e99f8 100644
--- a/crawler/tasks/listing_tasks.py
+++ b/crawler/tasks/listing_tasks.py
@@ -18,7 +18,7 @@ detect_floorplan_module = importlib.import_module("4_detect_floorplan")
 logger = logging.getLogger("uvicorn.error")
 
 
-@app.task(bind=True)
+@app.task(bind=True, pydantic=True)
 def dump_listings_task(self: Task, parameters_json: str) -> dict[str, Any]:
     parsed_parameters = QueryParameters.model_validate_json(parameters_json)
     asyncio.run(dump_listings_full(self, parsed_parameters))