diff --git a/02-explore-agentic-frameworks/README.md b/02-explore-agentic-frameworks/README.md
index dd8f2c23..bbc40fd4 100644
--- a/02-explore-agentic-frameworks/README.md
+++ b/02-explore-agentic-frameworks/README.md
@@ -738,7 +738,7 @@ Let's see if we can help you by going through some common use cases:
  
 > Q: I'm still confused just give me one option
 >
-> A: A create choice is to build you application in Semantic Kernel first, and use Azure AI Agent Service to deploy you agent. This means you can easily perist your agents while still having the power to build multi-agent systems in Semantic Kernel. Semantic also has a connector in AutoGen to make it easy to use both frameworks together.
+> A: A great choice is to build your application in Semantic Kernel first and then use Azure AI Agent Service to deploy your agent. This approach allows you to easily persist your agents while leveraging the power to build multi-agent systems in Semantic Kernel. Additionally, Semantic Kernel has a connector in AutoGen, making it easy to use both frameworks together.
  
 Let's summarize the key differences in a table:
 
@@ -763,4 +763,4 @@ For AutoGen and Semantic Kernel, you can also integrate with Azure services, but
 - <a href="https://learn.microsoft.com/semantic-kernel/frameworks/agent/?pivots=programming-language-python" target="_blank">Semantic Kernel Python Agent Framework</a>
 - <a href="https://learn.microsoft.com/semantic-kernel/frameworks/agent/?pivots=programming-language-csharp" target="_blank">Semantic Kernel .Net Agent Framework</a>
 - <a href="https://learn.microsoft.com/azure/ai-services/agents/overview" target="_blank">Azure AI Agent service</a>
-- <a href="https://techcommunity.microsoft.com/blog/educatordeveloperblog/using-azure-ai-agent-service-with-autogen--semantic-kernel-to-build-a-multi-agen/4363121" target="_blank">Using Azure AI Agent Service with AutoGen / Semantic Kernel to build a multi-agent's solution</a>
\ No newline at end of file
+- <a href="https://techcommunity.microsoft.com/blog/educatordeveloperblog/using-azure-ai-agent-service-with-autogen--semantic-kernel-to-build-a-multi-agen/4363121" target="_blank">Using Azure AI Agent Service with AutoGen / Semantic Kernel to build a multi-agent's solution</a>
diff --git a/04-tool-use/code_samples/04-autogen.ipynb b/04-tool-use/code_samples/04-autogen.ipynb
index 60084a05..29faeeb2 100644
--- a/04-tool-use/code_samples/04-autogen.ipynb
+++ b/04-tool-use/code_samples/04-autogen.ipynb
@@ -139,7 +139,7 @@
    "outputs": [],
    "source": [
     "get_vacations = FunctionTool(\n",
-    "    vacation_destinations, description=\"Search for vacation destinations and if they are availabe or not.\"\n",
+    "    vacation_destinations, description=\"Search for vacation destinations and if they are available or not.\"\n",
     ")"
    ]
   },
diff --git a/04-tool-use/code_samples/04-semantic-kernel-tool.ipynb b/04-tool-use/code_samples/04-semantic-kernel-tool.ipynb
index 65e20925..cc2a8a90 100644
--- a/04-tool-use/code_samples/04-semantic-kernel-tool.ipynb
+++ b/04-tool-use/code_samples/04-semantic-kernel-tool.ipynb
@@ -67,7 +67,7 @@
     "class DestinationsPlugin:\n",
     "    \"\"\"A List of Destinations for vacation.\"\"\"\n",
     "\n",
-    "    @kernel_function(description=\"Provides a list of vacation desinations.\")\n",
+    "    @kernel_function(description=\"Provides a list of vacation destinations.\")\n",
     "    def get_destinations(self) -> Annotated[str, \"Returns the specials from the menu.\"]:\n",
     "        return \"\"\"\n",
     "        Barcelona, Spain\n",