Updated Docs (#773)

Author: kauabh

docs/models.md

@@ -264,6 +264,7 @@ agent = Agent(model)
 Internally this uses [`google.auth.default()`](https://google-auth.readthedocs.io/en/master/reference/google.auth.html) from the `google-auth` package to obtain credentials.
 
 !!! note "Won't fail until `agent.run()`"
+
     Because `google.auth.default()` requires network requests and can be slow, it's not run until you call `agent.run()`. Meaning any configuration or permissions error will only be raised when you try to use the model. To initialize the model for this check to be run, call [`await model.ainit()`][pydantic_ai.models.vertexai.VertexAIModel.ainit].
 
 You may also need to pass the [`project_id` argument to `VertexAIModel`][pydantic_ai.models.vertexai.VertexAIModel.__init__] if application default credentials don't set a project, if you pass `project_id` and it conflicts with the project set by application default credentials, an error is raised.

docs/results.md

@@ -149,7 +149,7 @@ async def validate_result(ctx: RunContext[DatabaseConn], result: Response) -> Re
 
 
 result = agent.run_sync(
-    'get me uses who were last active yesterday.', deps=DatabaseConn()
+    'get me users who were last active yesterday.', deps=DatabaseConn()
 )
 print(result.data)
 #> sql_query='SELECT * FROM users WHERE last_active::date = today() - interval 1 day'

tests/test_examples.py

@@ -225,7 +225,7 @@ def rich_prompt_ask(prompt: str, *_args: Any, **_kwargs: Any) -> str:
         tool_name='final_result_list_2',
         args={'response': [10, 20, 30]},
     ),
-    'get me uses who were last active yesterday.': ToolCallPart(
+    'get me users who were last active yesterday.': ToolCallPart(
         tool_name='final_result_Success',
         args={'sql_query': 'SELECT * FROM users WHERE last_active::date = today() - interval 1 day'},
     ),