diff --git a/a/autogenstudio/0.0.56rc9-0.0.9a0/README.md b/a/autogenstudio/0.0.56rc9-0.0.9a0/README.md
index 1594a1fe..665e12a1 100644
--- a/a/autogenstudio/0.0.56rc9-0.0.9a0/README.md
+++ b/a/autogenstudio/0.0.56rc9-0.0.9a0/README.md
@@ -200,7 +200,7 @@
      "typer",
      "uvicorn",
      "arxiv",
--    "pyautogen[gemini]>=0.2.0",
+-    "ag2[gemini]>=0.2.0",
 -    "python-dotenv",
 -    "websockets",
 -    "numpy < 2.0.0",
@@ -208,7 +208,7 @@
 -    "psycopg",
 -    "alembic",
 -    "loguru",
-+    "pyautogen==0.2.0"
++    "ag2==0.2.0"
  ]
 -optional-dependencies = {web = ["fastapi", "uvicorn"], database = ["psycopg"]}
 +optional-dependencies = {web = ["fastapi", "uvicorn"]}
diff --git a/c/composio-autogen/0.2.9-0.3.0/README.md b/c/composio-autogen/0.2.9-0.3.0/README.md
index b94f6aad..829a7236 100644
--- a/c/composio-autogen/0.2.9-0.3.0/README.md
+++ b/c/composio-autogen/0.2.9-0.3.0/README.md
@@ -66,9 +66,9 @@
 +Requires-Python: >=3.9,<4
  Description-Content-Type: text/markdown
 -Requires-Dist: composio_core===0.2.9
--Requires-Dist: pyautogen>=0.2.29
+-Requires-Dist: ag2>=0.2.29
 +Requires-Dist: composio_core===0.3.0
-+Requires-Dist: pyautogen>=0.2.19
++Requires-Dist: ag2>=0.2.19
  
  # Composio <> Autogen
  Use Composio to enhance your Autogen workflows with a suite of tools.
@@ -103,9 +103,9 @@
 +Requires-Python: >=3.9,<4
  Description-Content-Type: text/markdown
 -Requires-Dist: composio_core===0.2.9
--Requires-Dist: pyautogen>=0.2.29
+-Requires-Dist: ag2>=0.2.29
 +Requires-Dist: composio_core===0.3.0
-+Requires-Dist: pyautogen>=0.2.19
++Requires-Dist: ag2>=0.2.19
  
  # Composio <> Autogen
  Use Composio to enhance your Autogen workflows with a suite of tools.
@@ -158,7 +158,7 @@
      ],
 -    python_requires=">=3.9",
 +    python_requires=">=3.9,<4",
-+    install_requires=["composio_core===0.3.0", "pyautogen>=0.2.19"],
++    install_requires=["composio_core===0.3.0", "ag2>=0.2.19"],
      include_package_data=True,
  )
 ```
diff --git a/c/composio-autogen/0.3.1-0.3.2/README.md b/c/composio-autogen/0.3.1-0.3.2/README.md
index 6946249e..5657bd6a 100644
--- a/c/composio-autogen/0.3.1-0.3.2/README.md
+++ b/c/composio-autogen/0.3.1-0.3.2/README.md
@@ -65,7 +65,7 @@
  Description-Content-Type: text/markdown
 -Requires-Dist: composio_core===0.3.1
 +Requires-Dist: composio_core===0.3.2
- Requires-Dist: pyautogen>=0.2.19
+ Requires-Dist: ag2>=0.2.19
  
  # Composio <> Autogen
  Use Composio to enhance your Autogen workflows with a suite of tools.
@@ -83,110 +83,110 @@
 
 ```diff
 @@ -45,22 +45,24 @@
- 
-     def register_tools(
-         self,
-         tools: t.Sequence[App],
-         caller: t.Optional[ConversableAgent] = None,
-         executor: t.Optional[ConversableAgent] = None,
-         tags: t.Optional[t.Sequence[Tag]] = None,
-+        entity_id: t.Optional[str] = None,
-     ) -> None:
-         """
-         Register tools to the proxy agents.
- 
-         :param tools: List of tools to register.
-         :param caller: Caller agent.
-         :param executor: Executor agent.
-         :param tags: Filter by the list of given Tags.
-+        :param entity_id: Entity ID to use for executing function calls.
-         """
-         if isinstance(tools, App):
-             tools = [tools]
- 
-         caller = caller or self.caller
-         if caller is None:
-             raise RuntimeError("Please provide `caller` agent")
+ 
+     def register_tools(
+         self,
+         tools: t.Sequence[App],
+         caller: t.Optional[ConversableAgent] = None,
+         executor: t.Optional[ConversableAgent] = None,
+         tags: t.Optional[t.Sequence[Tag]] = None,
++        entity_id: t.Optional[str] = None,
+     ) -> None:
+         """
+         Register tools to the proxy agents.
+ 
+         :param tools: List of tools to register.
+         :param caller: Caller agent.
+         :param executor: Executor agent.
+         :param tags: Filter by the list of given Tags.
++        :param entity_id: Entity ID to use for executing function calls.
+         """
+         if isinstance(tools, App):
+             tools = [tools]
+ 
+         caller = caller or self.caller
+         if caller is None:
+             raise RuntimeError("Please provide `caller` agent")
 @@ -75,28 +77,31 @@
-                 schema=schema.model_dump(
-                     exclude_defaults=True,
-                     exclude_none=True,
-                     exclude_unset=True,
-                 ),
-                 caller=caller,
-                 executor=executor,
-+                entity_id=entity_id or self.entity_id,
-             )
- 
-     def register_actions(
-         self,
-         actions: t.Sequence[Action],
-         caller: t.Optional[ConversableAgent] = None,
-         executor: t.Optional[ConversableAgent] = None,
-+        entity_id: t.Optional[str] = None,
-     ):
-         """
-         Register tools to the proxy agents.
- 
-         :param actions: List of tools to register.
-         :param caller: Caller agent.
-         :param executor: Executor agent.
-+        :param entity_id: Entity ID to use for executing function calls.
-         """
- 
-         caller = caller or self.caller
-         if caller is None:
-             raise RuntimeError("Please provide `caller` agent")
- 
-         executor = executor or self.executor
+                 schema=schema.model_dump(
+                     exclude_defaults=True,
+                     exclude_none=True,
+                     exclude_unset=True,
+                 ),
+                 caller=caller,
+                 executor=executor,
++                entity_id=entity_id or self.entity_id,
+             )
+ 
+     def register_actions(
+         self,
+         actions: t.Sequence[Action],
+         caller: t.Optional[ConversableAgent] = None,
+         executor: t.Optional[ConversableAgent] = None,
++        entity_id: t.Optional[str] = None,
+     ):
+         """
+         Register tools to the proxy agents.
+ 
+         :param actions: List of tools to register.
+         :param caller: Caller agent.
+         :param executor: Executor agent.
++        :param entity_id: Entity ID to use for executing function calls.
+         """
+ 
+         caller = caller or self.caller
+         if caller is None:
+             raise RuntimeError("Please provide `caller` agent")
+ 
+         executor = executor or self.executor
 @@ -109,14 +114,15 @@
-                 schema=schema.model_dump(
-                     exclude_defaults=True,
-                     exclude_none=True,
-                     exclude_unset=True,
-                 ),
-                 caller=caller,
-                 executor=executor,
-+                entity_id=entity_id or self.entity_id,
-             )
- 
-     def _process_function_name_for_registration(
-         self,
-         input_string: str,
-         max_allowed_length: int = 64,
-         num_hash_char: int = 10,
+                 schema=schema.model_dump(
+                     exclude_defaults=True,
+                     exclude_none=True,
+                     exclude_unset=True,
+                 ),
+                 caller=caller,
+                 executor=executor,
++                entity_id=entity_id or self.entity_id,
+             )
+ 
+     def _process_function_name_for_registration(
+         self,
+         input_string: str,
+         max_allowed_length: int = 64,
+         num_hash_char: int = 10,
 @@ -130,28 +136,30 @@
-         return processed_name
- 
-     def _register_schema_to_autogen(
-         self,
-         schema: t.Dict,
-         caller: ConversableAgent,
-         executor: ConversableAgent,
--    ):
-+        entity_id: t.Optional[str] = None,
-+    ) -> None:
-+        """Register action schema to autogen registry."""
-         name = schema["name"]
-         appName = schema["appName"]
-         description = schema["description"]
- 
-         def execute_action(**kwargs: t.Any) -> t.Dict:
-             """Placeholder function for executing action."""
-             return self.execute_action(
-                 action=Action.from_app_and_action(
-                     app=appName,
-                     name=name,
-                 ),
-                 params=kwargs,
--                entity_id=self.entity_id,
-+                entity_id=entity_id or self.entity_id,
-             )
- 
-         function = types.FunctionType(
-             code=execute_action.__code__,
-             globals=globals(),
-             name=self._process_function_name_for_registration(
+         return processed_name
+ 
+     def _register_schema_to_autogen(
+         self,
+         schema: t.Dict,
+         caller: ConversableAgent,
+         executor: ConversableAgent,
+-    ):
++        entity_id: t.Optional[str] = None,
++    ) -> None:
++        """Register action schema to autogen registry."""
+         name = schema["name"]
+         appName = schema["appName"]
+         description = schema["description"]
+ 
+         def execute_action(**kwargs: t.Any) -> t.Dict:
+             """Placeholder function for executing action."""
+             return self.execute_action(
+                 action=Action.from_app_and_action(
+                     app=appName,
+                     name=name,
+                 ),
+                 params=kwargs,
+-                entity_id=self.entity_id,
++                entity_id=entity_id or self.entity_id,
+             )
+ 
+         function = types.FunctionType(
+             code=execute_action.__code__,
+             globals=globals(),
+             name=self._process_function_name_for_registration(
                  input_string=name,
 ```
 
@@ -211,7 +211,7 @@
  Description-Content-Type: text/markdown
 -Requires-Dist: composio_core===0.3.1
 +Requires-Dist: composio_core===0.3.2
- Requires-Dist: pyautogen>=0.2.19
+ Requires-Dist: ag2>=0.2.19
  
  # Composio <> Autogen
  Use Composio to enhance your Autogen workflows with a suite of tools.
@@ -246,8 +246,8 @@
          "Operating System :: OS Independent",
      ],
      python_requires=">=3.9,<4",
--    install_requires=["composio_core===0.3.1", "pyautogen>=0.2.19"],
-+    install_requires=["composio_core===0.3.2", "pyautogen>=0.2.19"],
+-    install_requires=["composio_core===0.3.1", "ag2>=0.2.19"],
++    install_requires=["composio_core===0.3.2", "ag2>=0.2.19"],
      include_package_data=True,
  )
 ```