diff --git a/README.md b/README.md
index 0eb3a06a5b12..0e6702f2a3dd 100644
--- a/README.md
+++ b/README.md
@@ -108,7 +108,7 @@ We look forward to your contributions!
 First install the packages:
 
 ```bash
-pip install 'autogen-agentchat==0.4.0.dev11' 'autogen-ext[openai]==0.4.0.dev11'
+pip install "autogen-agentchat==0.4.0.dev11" "autogen-ext[openai]==0.4.0.dev11"
 ```
 
 The following code uses OpenAI's GPT-4o model and you need to provide your
diff --git a/python/packages/autogen-core/docs/src/index.md b/python/packages/autogen-core/docs/src/index.md
index cc10e405693b..0d927f222f8c 100644
--- a/python/packages/autogen-core/docs/src/index.md
+++ b/python/packages/autogen-core/docs/src/index.md
@@ -58,7 +58,7 @@ AgentChat </div>
 High-level API that includes preset agents and teams for building multi-agent systems.
 
 ```sh
-pip install 'autogen-agentchat==0.4.0.dev11'
+pip install "autogen-agentchat==0.4.0.dev11"
 ```
 
 💡 *Start here if you are looking for an API similar to AutoGen 0.2.*
@@ -99,7 +99,7 @@ Get Started
 Provides building blocks for creating asynchronous, event driven multi-agent systems.
 
 ```sh
-pip install 'autogen-core==0.4.0.dev11'
+pip install "autogen-core==0.4.0.dev11"
 ```
 
 +++
@@ -121,7 +121,7 @@ Get Started
 Implementations of core components that interface with external services, or use extra dependencies. For example, Docker based code execution.
 
 ```sh
-pip install 'autogen-ext==0.4.0.dev11'
+pip install "autogen-ext==0.4.0.dev11"
 ```
 
 +++
diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md
index d5c36eb94ed9..0a40370e87ce 100644
--- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md
+++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/installation.md
@@ -61,7 +61,7 @@ Install the `autogen-agentchat` package using pip:
 
 ```bash
 
-pip install 'autogen-agentchat==0.4.0.dev11'
+pip install "autogen-agentchat==0.4.0.dev11"
 ```
 
 ```{note}
@@ -74,7 +74,7 @@ To use the OpenAI and Azure OpenAI models, you need to install the following
 extensions:
 
 ```bash
-pip install 'autogen-ext[openai]==0.4.0.dev11'
+pip install "autogen-ext[openai]==0.4.0.dev11"
 ```
 
 ## Install Docker for Code Execution
diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/quickstart.ipynb b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/quickstart.ipynb
index c02561d3e332..cb266816218b 100644
--- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/quickstart.ipynb
+++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/quickstart.ipynb
@@ -29,7 +29,7 @@
             },
             "outputs": [],
             "source": [
-                "pip install 'autogen-agentchat==0.4.0.dev11' 'autogen-ext[openai]==0.4.0.dev11'"
+                "pip install \"autogen-agentchat==0.4.0.dev11\" \"autogen-ext[openai]==0.4.0.dev11\""
             ]
         },
         {
diff --git a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/models.ipynb b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/models.ipynb
index 3020cbe9f836..40897cc8c17c 100644
--- a/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/models.ipynb
+++ b/python/packages/autogen-core/docs/src/user-guide/agentchat-user-guide/tutorial/models.ipynb
@@ -28,7 +28,7 @@
             },
             "outputs": [],
             "source": [
-                "pip install 'autogen-ext[openai]==0.4.0.dev11'"
+                "pip install \"autogen-ext[openai]==0.4.0.dev11\""
             ]
         },
         {
@@ -108,7 +108,7 @@
             },
             "outputs": [],
             "source": [
-                "pip install 'autogen-ext[openai,azure]==0.4.0.dev11'"
+                "pip install \"autogen-ext[openai,azure]==0.4.0.dev11\""
             ]
         },
         {
diff --git a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/installation.md b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/installation.md
index ba39aa481da5..70c45db6441d 100644
--- a/python/packages/autogen-core/docs/src/user-guide/core-user-guide/installation.md
+++ b/python/packages/autogen-core/docs/src/user-guide/core-user-guide/installation.md
@@ -6,7 +6,7 @@ Install the `autogen-core` package using pip:
 
 ```bash
 
-pip install 'autogen-core==0.4.0.dev11'
+pip install "autogen-core==0.4.0.dev11"
 ```
 
 ```{note}
diff --git a/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/installation.md b/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/installation.md
index f98d4361d918..9b4af4399149 100644
--- a/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/installation.md
+++ b/python/packages/autogen-core/docs/src/user-guide/extensions-user-guide/installation.md
@@ -11,7 +11,7 @@ First-part maintained extensions are available in the `autogen-ext` package.
 
 
 ```sh
-pip install 'autogen-ext==0.4.0.dev11'
+pip install "autogen-ext==0.4.0.dev11"
 ```
 
 Extras:
diff --git a/python/packages/autogen-ext/src/autogen_ext/agents/magentic_one/__init__.py b/python/packages/autogen-ext/src/autogen_ext/agents/magentic_one/__init__.py
index b0db0bba7c06..3ec42d4fa5ae 100644
--- a/python/packages/autogen-ext/src/autogen_ext/agents/magentic_one/__init__.py
+++ b/python/packages/autogen-ext/src/autogen_ext/agents/magentic_one/__init__.py
@@ -3,8 +3,8 @@
 except ImportError as e:
     raise ImportError(
         "Dependencies for MagenticOneCoderAgent not found. "
-        "Please install autogen-ext with the 'magentic-one' extra: "
-        "pip install 'autogen-ext[magentic-one]'"
+        'Please install autogen-ext with the "magentic-one" extra: '
+        'pip install "autogen-ext[magentic-one]"'
     ) from e
 
 __all__ = ["MagenticOneCoderAgent"]
diff --git a/python/packages/autogen-ext/src/autogen_ext/agents/openai/__init__.py b/python/packages/autogen-ext/src/autogen_ext/agents/openai/__init__.py
index a9bab3077c67..c5460d5b443f 100644
--- a/python/packages/autogen-ext/src/autogen_ext/agents/openai/__init__.py
+++ b/python/packages/autogen-ext/src/autogen_ext/agents/openai/__init__.py
@@ -3,8 +3,8 @@
 except ImportError as e:
     raise ImportError(
         "Dependencies for OpenAIAssistantAgent not found. "
-        "Please install autogen-ext with the 'openai' extra: "
-        "pip install 'autogen-ext[openai]'"
+        'Please install autogen-ext with the "openai" extra: '
+        'pip install "autogen-ext[openai]"'
     ) from e
 
 __all__ = ["OpenAIAssistantAgent"]
diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/azure/_azure_container_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/azure/_azure_container_code_executor.py
index 59fe9f7cccff..c302dbbef88d 100644
--- a/python/packages/autogen-ext/src/autogen_ext/code_executors/azure/_azure_container_code_executor.py
+++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/azure/_azure_container_code_executor.py
@@ -51,7 +51,7 @@ class ACADynamicSessionsCodeExecutor(CodeExecutor):
 
         .. code-block:: bash
 
-            pip install 'autogen-ext[azure]==0.4.0.dev11'
+            pip install "autogen-ext[azure]==0.4.0.dev11"
 
     .. caution::
 
diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/docker/_docker_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/docker/_docker_code_executor.py
index 567a486a9a67..3cad06cd37d9 100644
--- a/python/packages/autogen-ext/src/autogen_ext/code_executors/docker/_docker_code_executor.py
+++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/docker/_docker_code_executor.py
@@ -59,7 +59,7 @@ class DockerCommandLineCodeExecutor(CodeExecutor):
 
         .. code-block:: bash
 
-            pip install 'autogen-ext[docker]==0.4.0.dev11'
+            pip install "autogen-ext[docker]==0.4.0.dev11"
 
 
     The executor first saves each code block in a file in the working
diff --git a/python/packages/autogen-ext/src/autogen_ext/models/openai/_openai_client.py b/python/packages/autogen-ext/src/autogen_ext/models/openai/_openai_client.py
index b7276888411f..baf57628db9f 100644
--- a/python/packages/autogen-ext/src/autogen_ext/models/openai/_openai_client.py
+++ b/python/packages/autogen-ext/src/autogen_ext/models/openai/_openai_client.py
@@ -909,7 +909,7 @@ class OpenAIChatCompletionClient(BaseOpenAIChatCompletionClient):
 
         .. code-block:: bash
 
-            pip install 'autogen-ext[openai]==0.4.0.dev8'
+            pip install "autogen-ext[openai]==0.4.0.dev11"
 
     The following code snippet shows how to use the client with an OpenAI model:
 
@@ -989,7 +989,7 @@ class AzureOpenAIChatCompletionClient(BaseOpenAIChatCompletionClient):
 
         .. code-block:: bash
 
-            pip install 'autogen-ext[openai,azure]==0.4.0.dev8'
+            pip install "autogen-ext[openai,azure]==0.4.0.dev11"
 
     To use the client, you need to provide your deployment id, Azure Cognitive Services endpoint,
     api version, and model capabilities.