diff --git a/README.md b/README.md
index ae264d7..1895ad9 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 # RedisAI Python Client
 
 
-## Installing
+## Installation
 
 1. Install Redis 5.0 or above
 
@@ -20,14 +20,19 @@
 $ pip install redisai
 ```
 
-[RedisAI example repo](https://github.com/RedisAI/redisai-examples) shows few examples made using redisai-py under `python_client` section. Checkout [mlut](https://github.com/hhsecond/mlut) for convenient functions those might help in converting models (sparkml, sklearn, xgboost to ONNX), serializing models to disk, loading it back to redisai-py etc.
+4. Install serialization-deserialization utility (optional)
+```sh
+$ pip install ml2rt
+```
+
+[RedisAI example repo](https://github.com/RedisAI/redisai-examples) shows few examples made using redisai-py under `python_client` section. Checkout [ml2rt](https://github.com/hhsecond/ml2rt) for convenient functions those might help in converting models (sparkml, sklearn, xgboost to ONNX), serializing models to disk, loading it back to redisai-py etc.
 
 For a quick walk through, checkout this example
 
 ```python
 from redisai import Client
 from redisai import Tensor, BlobTensor, DType, Device, Backend
-import mlut
+import ml2rt
 
 client = Client()
 client.tensorset('x', Tensor(DType.float, [2], [2, 3]))