diff --git a/gpt4all-bindings/python/gpt4all/gpt4all.py b/gpt4all-bindings/python/gpt4all/gpt4all.py
index d4813c12..3b1a27fd 100644
--- a/gpt4all-bindings/python/gpt4all/gpt4all.py
+++ b/gpt4all-bindings/python/gpt4all/gpt4all.py
@@ -16,9 +16,15 @@ from . import pyllmodel
 DEFAULT_MODEL_DIRECTORY = os.path.join(str(Path.home()), ".cache", "gpt4all").replace("\\", "\\\\")
 
 class Embed4All:
+    """
+    Python class that handles embeddings for GPT4All.
+    """
     def __init__(
         self
     ):
+        """
+        Constructor
+        """
         self.gpt4all = GPT4All(model_name='ggml-all-MiniLM-L6-v2-f16.bin')
 
     def embed(
@@ -26,7 +32,7 @@ class Embed4All:
         text: str
     ) -> list[float]:
         """
-        Generate an embedding for all GPT4All.
+        Generate an embedding.
 
         Args:
             text: The text document to generate an embedding for.
diff --git a/gpt4all-bindings/python/setup.py b/gpt4all-bindings/python/setup.py
index 77076f63..e43d9ce9 100644
--- a/gpt4all-bindings/python/setup.py
+++ b/gpt4all-bindings/python/setup.py
@@ -61,7 +61,7 @@ copy_prebuilt_C_lib(SRC_CLIB_DIRECtORY,
 
 setup(
     name=package_name,
-    version="1.0.4",
+    version="1.0.5",
     description="Python bindings for GPT4All",
     author="Richard Guo",
     author_email="richard@nomic.ai",