Fix links (#241)

python/docs/src/core-concepts/ai-agents.md

@@ -2,7 +2,7 @@
 
 AGNext provides a suite of components to help developers build AI agents.
 This section is still under construction.
-The best place to start is the [examples](https://github.com/microsoft/agnext/tree/main/python/examples).
+The best place to start is the [samples](https://github.com/microsoft/agnext/tree/main/python/samples).
 
 ## Type-Routed Agent
 
@@ -21,7 +21,7 @@ Tools can be used together with agents powered by the OpenAI's ChatCompletion or
 AGNext provides the {py:mod}`agnext.components.tools` module with a suite of built-in
 tools and utilities for creating and running custom tools.
 
-See [examples](https://github.com/microsoft/agnext/tree/main/python/examples#tool-use-examples)
+See [samples](https://github.com/microsoft/agnext/tree/main/python/samples#tool-use-examples)
 for how to use the built-in code execution tool and creating custom tools.
 
 ## Memory

python/docs/src/guides/patterns.md

@@ -9,5 +9,5 @@ like software development.
 
 You can implement any multi-agent pattern using AGNext agents, which
 communicate with each other using messages through the agent runtime.
-See [examples](https://github.com/microsoft/agnext/tree/main/python/examples#pattern-examples)
+See [samples](https://github.com/microsoft/agnext/tree/main/python/samples#pattern-examples)
 for how to implement patterns like reflection and group chat.

python/docs/src/index.rst

@@ -10,7 +10,7 @@ different programming languages and run them on different machines across organi
 You can also implement agents using other agent frameworks and run them in AGNext.
 
 To get you started quickly, we offers
-`a suite of examples <https://github.com/microsoft/agnext/tree/main/python/examples>`_.
+`a suite of samples <https://github.com/microsoft/agnext/tree/main/python/samples>`_.
 
 .. toctree::
     :caption: Getting started