diff --git a/litellm/_redis.py b/litellm/_redis.py
index 4484926d4b..69ff6f3f2c 100644
--- a/litellm/_redis.py
+++ b/litellm/_redis.py
@@ -98,6 +98,9 @@ def _get_redis_client_logic(**env_overrides):
 def get_redis_client(**env_overrides):
     redis_kwargs = _get_redis_client_logic(**env_overrides)
     if "url" in redis_kwargs and redis_kwargs["url"] is not None:
+        redis_kwargs.pop(
+            "connection_pool", None
+        )  # redis.from_url doesn't support setting your own connection pool
         return redis.Redis.from_url(**redis_kwargs)
     return redis.Redis(**redis_kwargs)
 
@@ -105,6 +108,9 @@ def get_redis_client(**env_overrides):
 def get_redis_async_client(**env_overrides):
     redis_kwargs = _get_redis_client_logic(**env_overrides)
     if "url" in redis_kwargs and redis_kwargs["url"] is not None:
+        redis_kwargs.pop(
+            "connection_pool", None
+        )  # redis.from_url doesn't support setting your own connection pool
         return async_redis.Redis.from_url(**redis_kwargs)
     return async_redis.Redis(
         socket_timeout=5,
diff --git a/litellm/caching.py b/litellm/caching.py
index 5649720680..307bc20ae2 100644
--- a/litellm/caching.py
+++ b/litellm/caching.py
@@ -134,10 +134,12 @@ class RedisCache(BaseCache):
                 f"Set ASYNC Redis Cache: key: {key}\nValue {value}\nttl={ttl}"
             )
             try:
-                await redis_client.set(name=key, value=json.dumps(value), ex=ttl)
+                await redis_client.set(
+                    name=key, value=json.dumps(value), ex=ttl, get=True
+                )
             except Exception as e:
                 # NON blocking - notify users Redis is throwing an exception
-                logging.debug("LiteLLM Caching: set() - Got exception from REDIS : ", e)
+                print_verbose("LiteLLM Caching: set() - Got exception from REDIS : ", e)
 
     async def async_set_cache_pipeline(self, cache_list, ttl=None):
         """