diff --git a/notebooks/code_sharing/llm/add_context_to_llm_descriptions.ipynb b/notebooks/how_to/add_context_to_llm_descriptions.ipynb
similarity index 100%
rename from notebooks/code_sharing/llm/add_context_to_llm_descriptions.ipynb
rename to notebooks/how_to/add_context_to_llm_descriptions.ipynb
diff --git a/pyproject.toml b/pyproject.toml
index 2fe5f2181..c42db1a9e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ description = "ValidMind Library"
 license = "Commercial License"
 name = "validmind"
 readme = "README.pypi.md"
-version = "2.8.8"
+version = "2.8.9"
 
 [tool.poetry.dependencies]
 python = ">=3.8.1,<3.12"
diff --git a/validmind/__version__.py b/validmind/__version__.py
index 4ff34019e..e71de367e 100644
--- a/validmind/__version__.py
+++ b/validmind/__version__.py
@@ -1 +1 @@
-__version__ = "2.8.8"
+__version__ = "2.8.9"