diff --git a/README.md b/README.md
index 6d3216c..3994922 100644
--- a/README.md
+++ b/README.md
@@ -40,6 +40,7 @@ False
 ```
 
 ### Serialize Bloomfilter
+You can easily serialize `BloomFilter` instance to a byte array
 ```Python
 >>> dumps = bloom_filter.dumps()
 >>> with open("dumps.out", "wb") as f:
@@ -48,7 +49,18 @@ False
 >>>
 ```
 
+or to a hex string
+```Python
+>>> hex_str = bloom_filter.dumps_to_hex()
+```
+
+or to a base64 encoded bytes
+```Python
+base64_bytes = bloom_filter.dumps_to_base64()
+```
+
 ### Deserialize Bloomfilter
+And you can easily initialize a `BloomFilter` instance from a byte array
 ```Python
 >>> with open("dumps.out", "rb") as f:
 ...     bf = BloomFilter.loads(f.read())
@@ -59,3 +71,25 @@ True
 False
 >>>
 ```
+
+or from a hex string
+```Python
+>>> bf = BloomFilter.loads_from_hex(hex_str)
+>>> 1 in bf
+True
+>>> 100 in bf
+False
+```
+
+or from a base64 encoded bytes
+```Python
+>>> bf = BloomFilter.loads_from_base64(base64_bytes)
+>>> 100 in bf
+False
+>>> 200 in bf
+False
+>>> 1 in bf
+True
+>>> 99 in bf
+True
+```
diff --git a/setup.py b/setup.py
index e772c50..aa7e51e 100644
--- a/setup.py
+++ b/setup.py
@@ -26,6 +26,8 @@
         "Programming Language :: Python :: 3.7",
         "Programming Language :: Python :: 3.8",
         "Programming Language :: Python :: 3.9",
+        "Programming Language :: Python :: 3.10",
+        "Programming Language :: Python :: 3.11",
         "Operating System :: OS Independent",
         "Topic :: Software Development :: Libraries :: Python Modules",
     ],