diff --git a/guides/prompts-adversarial.md b/guides/prompts-adversarial.md
index eca9832..f40af73 100644
--- a/guides/prompts-adversarial.md
+++ b/guides/prompts-adversarial.md
@@ -15,6 +15,7 @@ Topics:
 - [Prompt Leaking](#prompt-leaking)
 - [Jailbreaking](#jailbreaking)
 - [Defense Tactics](#defense-tactics)
+- [Python Notebooks](#python-notebooks)
 
 ---
 
diff --git a/guides/prompts-applications.md b/guides/prompts-applications.md
index 165e165..18e1ca3 100644
--- a/guides/prompts-applications.md
+++ b/guides/prompts-applications.md
@@ -6,7 +6,7 @@ In this guide we will cover some advanced and interesting ways we can use prompt
 Topics:
 - [Generating Data](#generating-data)
 - [Code as Reasoning](#pal-program-aided-language-models-code-as-reasoning)
-- ...
+- [Python Notebooks](#python-notebooks)
 
 
 ---
diff --git a/guides/prompts-basic-usage.md b/guides/prompts-basic-usage.md
index 6de9f27..ad4999d 100644
--- a/guides/prompts-basic-usage.md
+++ b/guides/prompts-basic-usage.md
@@ -14,6 +14,7 @@ Topics:
 - [Conversation](#conversation)
 - [Code Generation](#code-generation)
 - [Reasoning](#reasoning)
+- [Python Notebooks](#python-notebooks)
 
 ---
 
@@ -294,7 +295,7 @@ In the upcoming guides, we will cover even more advanced prompt engineering conc
 
 |Description|Notebook|
 |--|--|
-|Learn how to perform many different types of tasks using the `openai` and `LangChain` library|[Getting Started with Prompt Engineering](../notebooks/pe-lecture.ipynb)|
+|Learn how to perform many different types of common tasks using the `openai` and `LangChain` library|[Getting Started with Prompt Engineering](../notebooks/pe-lecture.ipynb)|
 
 ---