diff --git a/docs/AutoGen Core/index.md b/docs/AutoGen Core/index.md
index d39bd5d..c6f2a58 100644
--- a/docs/AutoGen Core/index.md	
+++ b/docs/AutoGen Core/index.md	
@@ -5,19 +5,17 @@ nav_order: 3
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-# Tutorial: AutoGen Core
+# Tutorial: AutoGen Core 
 
-> This tutorial is AI-generated! To learn more: https://github.com/The-Pocket/Tutorial-Codebase-Knowledge
+> This tutorial is AI-generated! To learn more, check out [AI Codebase Knowledge Builder](https://github.com/The-Pocket/Tutorial-Codebase-Knowledge)
 
-AutoGen Core helps you build applications with multiple **_Agents_** that can work together.
+AutoGen Core<sup>[View Repo](https://github.com/microsoft/autogen/tree/e45a15766746d95f8cfaaa705b0371267bec812e/python/packages/autogen-core/src/autogen_core)</sup> helps you build applications with multiple **_Agents_** that can work together.
 Think of it like creating a team of specialized workers (*Agents*) who can communicate and use tools to solve problems.
 The **_AgentRuntime_** acts as the manager, handling messages and agent lifecycles.
 Agents communicate using a **_Messaging System_** (Topics and Subscriptions), can use **_Tools_** for specific tasks, interact with language models via a **_ChatCompletionClient_** while managing conversation history with **_ChatCompletionContext_**, and remember information using **_Memory_**.
 **_Components_** provide a standard way to define and configure these building blocks.
 
 
-**Source Repository:** [https://github.com/microsoft/autogen/tree/e45a15766746d95f8cfaaa705b0371267bec812e/python/packages/autogen-core/src/autogen_core](https://github.com/microsoft/autogen/tree/e45a15766746d95f8cfaaa705b0371267bec812e/python/packages/autogen-core/src/autogen_core)
-
 ```mermaid
 flowchart TD
     A0["0: Agent"]