diff --git a/docs/source/use_cases/question_answering.rst b/docs/source/use_cases/question_answering.rst
index 2a95db3d..618ad88d 100644
--- a/docs/source/use_cases/question_answering.rst
+++ b/docs/source/use_cases/question_answering.rst
@@ -1,7 +1,7 @@
.. raw:: html
-
+
diff --git a/notebooks/qas/adalflow_object_count_auto_optimization.ipynb b/notebooks/qas/adalflow_object_count_auto_optimization.ipynb
index e3f6dce3..25b75354 100644
--- a/notebooks/qas/adalflow_object_count_auto_optimization.ipynb
+++ b/notebooks/qas/adalflow_object_count_auto_optimization.ipynb
@@ -7,7 +7,7 @@
},
"source": [
"# 🤗 Welcome to AdalFlow!\n",
- "## The PyTorch library to auto-optimize any LLM task pipelines\n",
+ "## The library to build & auto-optimize any LLM task pipelines\n",
"\n",
"Thanks for trying us out, we're here to provide you with the best LLM application development experience you can dream of 😊 any questions or concerns you may have, [come talk to us on discord,](https://discord.gg/ezzszrRZvT) we're always here to help!\n",
"\n",