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The RedisTimeoutException indicates that the Redis client was not able to receive a response from the Redis server within the specified timeout period. This can happen for a number of reasons, such as network latency or the Redis server being overloaded. When this exception is thrown, the client should retry the operation or handle the error appropriately.