Merge branch 'main' into fix-makefile

Author: AstroAir

docs/builtin-tools.md

@@ -199,7 +199,7 @@ The [`ImageGenerationTool`][pydantic_ai.builtin_tools.ImageGenerationTool] enabl
 | Provider | Supported | Notes |
 |----------|-----------|-------|
 | OpenAI Responses | ✅ | Full feature support. Only supported by models newer than `gpt-4o`. Metadata about the generated image, like the [`revised_prompt`](https://platform.openai.com/docs/guides/tools-image-generation#revised-prompt) sent to the underlying image model, is available on the [`BuiltinToolReturnPart`][pydantic_ai.messages.BuiltinToolReturnPart] that's available via [`ModelResponse.builtin_tool_calls`][pydantic_ai.messages.ModelResponse.builtin_tool_calls]. |
-| Google | ✅ | No parameter support. Only supported by [image generation models](https://ai.google.dev/gemini-api/docs/image-generation) like `gemini-2.5-flash-image-preview`. These models do not support [structured output](output.md) or [function tools](tools.md). These models will always generate images, even if this built-in tool is not explicitly specified. |
+| Google | ✅ | No parameter support. Only supported by [image generation models](https://ai.google.dev/gemini-api/docs/image-generation) like `gemini-2.5-flash-image`. These models do not support [structured output](output.md) or [function tools](tools.md). These models will always generate images, even if this built-in tool is not explicitly specified. |
 | Anthropic | ❌ | |
 | Groq | ❌ | |
 | Bedrock | ❌ | |
@@ -232,7 +232,7 @@ Image generation with Google [image generation models](https://ai.google.dev/gem
 ```py {title="image_generation_google.py"}
 from pydantic_ai import Agent, BinaryImage
 
-agent = Agent('google-gla:gemini-2.5-flash-image-preview')
+agent = Agent('google-gla:gemini-2.5-flash-image')
 
 result = agent.run_sync('Tell me a two-sentence story about an axolotl with an illustration.')
 print(result.output)