Fix typos in agent and interoperability modules (#723)

* fix typo web_surfer.py

* fix typo agent_builder.py

* fix typos interoperability.py

* fix typos agent_optimizer.py

Author: vipocenka

autogen/agentchat/contrib/agent_optimizer.py

@@ -330,7 +330,7 @@ def reset_optimizer(self):
 
     def _update_function_call(self, incumbent_functions, actions):
         """Update function call."""
-        formated_actions = []
+        formatted_actions = []
         for action in actions:
             func = json.loads(action.function.arguments.strip('"'))
             func["action_name"] = action.function.name
@@ -349,8 +349,8 @@ def _update_function_call(self, incumbent_functions, actions):
                     "packages": func.get("packages"),
                     "code": func.get("code"),
                 }
-            formated_actions.append(item)
-        actions = formated_actions
+            formatted_actions.append(item)
+        actions = formatted_actions
 
         for action in actions:
             name, description, arguments, packages, code, action_name = (

autogen/agentchat/contrib/captainagent/agent_builder.py

@@ -523,7 +523,7 @@ def build_from_library(
         """
         import sqlite3
 
-        # Some system will have an unexcepted sqlite3 version.
+        # Some system will have an unexpected sqlite3 version.
         # Check if the user has installed pysqlite3.
         if int(sqlite3.version.split(".")[0]) < 3:
             try:

autogen/agentchat/contrib/web_surfer.py

@@ -164,7 +164,7 @@ def _navigational_search(query: Annotated[str, "The navigational web search quer
         @self._assistant.register_for_llm(
             name="visit_page", description="Visit a webpage at a given URL and return its text."
         )
-        def _visit_page(url: Annotated[str, "The relative or absolute url of the webapge to visit."]) -> str:
+        def _visit_page(url: Annotated[str, "The relative or absolute url of the webpage to visit."]) -> str:
             self.browser.visit_page(url)
             header, content = _browser_state()
             return header.strip() + "\n=======================\n" + content

autogen/interop/interoperability.py

@@ -54,9 +54,9 @@ def get_interoperability_class(cls, type: str) -> type[Interoperable]:
         """
         supported_types = cls.registry.get_supported_types()
         if type not in supported_types:
-            supported_types_formated = ", ".join(["'t'" for t in supported_types])
+            supported_types_formatted = ", ".join(["'t'" for t in supported_types])
             raise ValueError(
-                f"Interoperability class {type} is not supported, supported types: {supported_types_formated}"
+                f"Interoperability class {type} is not supported, supported types: {supported_types_formatted}"
             )
 
         return cls.registry.get_class(type)