diff --git a/examples/pydantic_demo.py b/examples/pydantic_demo.py
index f45824e..ba47d56 100644
--- a/examples/pydantic_demo.py
+++ b/examples/pydantic_demo.py
@@ -30,12 +30,12 @@ def image_task(params: dict):
     # Simulate image processing
     return "Image processed successfully"
 
-# job = add(a=3, b=4)          # ✨ validated on the spot
+job = add(a=3, b=4)          # ✨ validated on the spot
 
-# job2 = sub(a=10, b=5)             # ✨ no schema validation, just a simple task
+job2 = sub(a=10, b=5)             # ✨ no schema validation, just a simple task
 
-# task = image_task({"image": "example.png"})  # ✨ no schema validation, just a simple task
-# task2 = image_task(params={"image": "example.png"}) 
+task = image_task({"image": "example.png"})  # ✨ no schema validation, just a simple task
+task2 = image_task(params={"image": "example.png"}) 
 import time
 
 if __name__ == "__main__":
@@ -44,17 +44,17 @@ def image_task(params: dict):
     # Keep the worker running indefinitely
     try:
         while True:
-            # output  = job.get_result(mq.redis_client,returns=AddOut)
+            output  = job.get_result(mq.redis_client,returns=AddOut)
 
-            # print(f"Result of addition: {output}")
-            # print(type(output))
-            # print(f"Result of addition (total): {output.total}")
+            print(f"Result of addition: {output}")
+            print(type(output))
+            print(f"Result of addition (total): {output.total}")
 
-            # output2 = job2.get_result(mq.redis_client)
-            # print(f"Result of subtraction: {output2}")
+            output2 = job2.get_result(mq.redis_client)
+            print(f"Result of subtraction: {output2}")
 
-            # output3 = task.get_result(mq.redis_client)
-            # print(f"Result of image task: {output3}")
+            output3 = task.get_result(mq.redis_client)
+            print(f"Result of image task: {output3}")
             time.sleep(1)
     except KeyboardInterrupt:
         print("\nGracefully shutting down...")
\ No newline at end of file
diff --git a/modelq/app/base.py b/modelq/app/base.py
index 21c6e93..9ded07e 100644
--- a/modelq/app/base.py
+++ b/modelq/app/base.py
@@ -14,6 +14,7 @@
 from modelq.app.tasks import Task
 from modelq.exceptions import TaskProcessingError, TaskTimeoutError,RetryTaskException
 from modelq.app.middleware import Middleware
+from modelq.app.redis_retry import _RedisWithRetry
 
 from pydantic import BaseModel, ValidationError 
 from typing import Optional, Dict, Any, Type 
@@ -47,10 +48,21 @@ def __init__(
         webhook_url: Optional[str] = None,  # Optional webhook for error logging
         requeue_threshold : Optional[int] = None ,
         delay_seconds: int = 30,
+        redis_retry_attempts: int = 5,
+        redis_retry_base_delay: float = 0.5,
+        redis_retry_backoff: float = 2.0,
+        redis_retry_jitter: float = 0.3,
         **kwargs,
     ):
         if redis_client:
-            self.redis_client = redis_client
+            self.redis_client = _RedisWithRetry(
+                redis_client,
+                max_attempts=redis_retry_attempts,
+                base_delay=redis_retry_base_delay,
+                backoff=redis_retry_backoff,
+                jitter=redis_retry_jitter,
+            )
+
         else:
             self.redis_client = self._connect_to_redis(
                 host=host,
diff --git a/modelq/app/redis_retry.py b/modelq/app/redis_retry.py
new file mode 100644
index 0000000..9418112
--- /dev/null
+++ b/modelq/app/redis_retry.py
@@ -0,0 +1,56 @@
+import time
+import redis
+from redis.exceptions import ConnectionError, TimeoutError
+import logging
+
+logger = logging.getLogger(__name__)
+import random
+
+class _RedisWithRetry:
+    """Lightweight proxy that wraps a redis.Redis instance.
+
+    Any callable attribute (e.g. get, set, blpop, xadd …) is executed with a
+    retry loop that catches *ConnectionError* and *TimeoutError* from redis‑py
+    and re‑issues the call after an exponential back‑off (base_delay × backoff^n)
+    plus a small random jitter.
+    """
+
+    RETRYABLE = (ConnectionError, TimeoutError)
+
+    def __init__(self, client: redis.Redis, *,
+                 max_attempts: int = 5,
+                 base_delay: float = 0.5,
+                 backoff: float = 2.0,
+                 jitter: float = 0.3):
+        self._client = client
+        self._max_attempts = max_attempts
+        self._base_delay = base_delay
+        self._backoff = backoff
+        self._jitter = jitter
+
+    # Forward non‑callable attrs (e.g. "connection_pool") directly  ──────────
+    def __getattr__(self, name):
+        attr = getattr(self._client, name)
+        if not callable(attr):
+            return attr
+
+        # Wrap callable with retry loop
+        def _wrapped(*args, **kwargs):
+            attempt = 0
+            delay   = self._base_delay
+            while True:
+                try:
+                    return attr(*args, **kwargs)
+                except self.RETRYABLE as exc:
+                    attempt += 1
+                    if attempt >= self._max_attempts:
+                        logger.error(
+                            f"Redis command '{name}' failed after {attempt} attempts: {exc}")
+                        raise
+                    sleep_for = delay + random.uniform(0, self._jitter)
+                    logger.warning(
+                        f"Redis '{name}' failed ({exc.__class__.__name__}: {exc}). "
+                        f"Retrying in {sleep_for:.2f}s  (attempt {attempt}/{self._max_attempts})")
+                    time.sleep(sleep_for)
+                    delay *= self._backoff
+        return _wrapped
\ No newline at end of file