Use the new Gemini 2.5 Flash

Updated to support Thinking Tokens as a ratio of the max allowed
Updated tests
Updated README
This commit is contained in:
Fahad
2025-06-12 20:46:54 +04:00
parent b34c63d710
commit 3aedb16101
27 changed files with 135 additions and 98 deletions

View File

@@ -24,7 +24,7 @@ if "OPENAI_API_KEY" not in os.environ:
# Set default model to a specific value for tests to avoid auto mode
# This prevents all tests from failing due to missing model parameter
os.environ["DEFAULT_MODEL"] = "gemini-2.0-flash"
os.environ["DEFAULT_MODEL"] = "gemini-2.5-flash-preview-05-20"
# Force reload of config module to pick up the env var
import config # noqa: E402

View File

@@ -5,7 +5,7 @@ from unittest.mock import Mock
from providers.base import ModelCapabilities, ProviderType, RangeTemperatureConstraint
def create_mock_provider(model_name="gemini-2.0-flash", max_tokens=1_048_576):
def create_mock_provider(model_name="gemini-2.5-flash-preview-05-20", max_tokens=1_048_576):
"""Create a properly configured mock provider."""
mock_provider = Mock()

View File

@@ -72,7 +72,7 @@ class TestClaudeContinuationOffers:
mock_provider.generate_content.return_value = Mock(
content="Analysis complete.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -129,7 +129,7 @@ class TestClaudeContinuationOffers:
mock_provider.generate_content.return_value = Mock(
content="Continued analysis.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -162,7 +162,7 @@ class TestClaudeContinuationOffers:
mock_provider.generate_content.return_value = Mock(
content="Analysis complete. The code looks good.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -208,7 +208,7 @@ I'd be happy to examine the error handling patterns in more detail if that would
mock_provider.generate_content.return_value = Mock(
content=content_with_followup,
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -253,7 +253,7 @@ I'd be happy to examine the error handling patterns in more detail if that would
mock_provider.generate_content.return_value = Mock(
content="Continued analysis complete.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -309,7 +309,7 @@ I'd be happy to examine the error handling patterns in more detail if that would
mock_provider.generate_content.return_value = Mock(
content="Final response.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -358,7 +358,7 @@ class TestContinuationIntegration:
mock_provider.generate_content.return_value = Mock(
content="Analysis result",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -411,7 +411,7 @@ class TestContinuationIntegration:
mock_provider.generate_content.return_value = Mock(
content="Structure analysis done.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -448,7 +448,7 @@ class TestContinuationIntegration:
mock_provider.generate_content.return_value = Mock(
content="Performance analysis done.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)

View File

@@ -41,7 +41,7 @@ class TestDynamicContextRequests:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content=clarification_json, usage={}, model_name="gemini-2.0-flash", metadata={}
content=clarification_json, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -82,7 +82,7 @@ class TestDynamicContextRequests:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content=normal_response, usage={}, model_name="gemini-2.0-flash", metadata={}
content=normal_response, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -106,7 +106,7 @@ class TestDynamicContextRequests:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content=malformed_json, usage={}, model_name="gemini-2.0-flash", metadata={}
content=malformed_json, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -146,7 +146,7 @@ class TestDynamicContextRequests:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content=clarification_json, usage={}, model_name="gemini-2.0-flash", metadata={}
content=clarification_json, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -233,7 +233,7 @@ class TestCollaborationWorkflow:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content=clarification_json, usage={}, model_name="gemini-2.0-flash", metadata={}
content=clarification_json, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -272,7 +272,7 @@ class TestCollaborationWorkflow:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content=clarification_json, usage={}, model_name="gemini-2.0-flash", metadata={}
content=clarification_json, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -299,7 +299,7 @@ class TestCollaborationWorkflow:
"""
mock_provider.generate_content.return_value = Mock(
content=final_response, usage={}, model_name="gemini-2.0-flash", metadata={}
content=final_response, usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
result2 = await tool.execute(

View File

@@ -32,7 +32,7 @@ class TestConfig:
def test_model_config(self):
"""Test model configuration"""
# DEFAULT_MODEL is set in conftest.py for tests
assert DEFAULT_MODEL == "gemini-2.0-flash"
assert DEFAULT_MODEL == "gemini-2.5-flash-preview-05-20"
assert MAX_CONTEXT_TOKENS == 1_000_000
def test_temperature_defaults(self):

View File

@@ -75,7 +75,7 @@ async def test_conversation_history_field_mapping():
mock_provider = MagicMock()
mock_provider.get_capabilities.return_value = ModelCapabilities(
provider=ProviderType.GOOGLE,
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
friendly_name="Gemini",
max_tokens=200000,
supports_extended_thinking=True,

View File

@@ -95,7 +95,7 @@ class TestConversationHistoryBugFix:
return Mock(
content="Response with conversation context",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
@@ -155,7 +155,7 @@ class TestConversationHistoryBugFix:
return Mock(
content="Response without history",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
@@ -193,7 +193,7 @@ class TestConversationHistoryBugFix:
return Mock(
content="New conversation response",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
@@ -277,7 +277,7 @@ class TestConversationHistoryBugFix:
return Mock(
content="Analysis of new files complete",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)

View File

@@ -112,7 +112,7 @@ I'd be happy to review these security findings in detail if that would be helpfu
mock_provider.generate_content.return_value = Mock(
content=content,
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -159,7 +159,7 @@ I'd be happy to review these security findings in detail if that would be helpfu
mock_provider.generate_content.return_value = Mock(
content="Critical security vulnerability confirmed. The authentication function always returns true, bypassing all security checks.",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -284,7 +284,7 @@ I'd be happy to review these security findings in detail if that would be helpfu
mock_provider.generate_content.return_value = Mock(
content="Security review of auth.py shows vulnerabilities",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider

View File

@@ -33,10 +33,10 @@ class TestIntelligentFallback:
@patch.dict(os.environ, {"OPENAI_API_KEY": "", "GEMINI_API_KEY": "test-gemini-key"}, clear=False)
def test_prefers_gemini_flash_when_openai_unavailable(self):
"""Test that gemini-2.0-flash is used when only Gemini API key is available"""
"""Test that gemini-2.5-flash-preview-05-20 is used when only Gemini API key is available"""
ModelProviderRegistry.clear_cache()
fallback_model = ModelProviderRegistry.get_preferred_fallback_model()
assert fallback_model == "gemini-2.0-flash"
assert fallback_model == "gemini-2.5-flash-preview-05-20"
@patch.dict(os.environ, {"OPENAI_API_KEY": "sk-test-key", "GEMINI_API_KEY": "test-gemini-key"}, clear=False)
def test_prefers_openai_when_both_available(self):
@@ -50,7 +50,7 @@ class TestIntelligentFallback:
"""Test fallback behavior when no API keys are available"""
ModelProviderRegistry.clear_cache()
fallback_model = ModelProviderRegistry.get_preferred_fallback_model()
assert fallback_model == "gemini-2.0-flash" # Default fallback
assert fallback_model == "gemini-2.5-flash-preview-05-20" # Default fallback
def test_available_providers_with_keys(self):
"""Test the get_available_providers_with_keys method"""
@@ -140,8 +140,8 @@ class TestIntelligentFallback:
history, tokens = build_conversation_history(context, model_context=None)
# Should use gemini-2.0-flash when only Gemini is available
mock_context_class.assert_called_once_with("gemini-2.0-flash")
# Should use gemini-2.5-flash-preview-05-20 when only Gemini is available
mock_context_class.assert_called_once_with("gemini-2.5-flash-preview-05-20")
def test_non_auto_mode_unchanged(self):
"""Test that non-auto mode behavior is unchanged"""

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@@ -75,7 +75,7 @@ class TestLargePromptHandling:
mock_provider.generate_content.return_value = MagicMock(
content="This is a test response",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -100,7 +100,7 @@ class TestLargePromptHandling:
mock_provider.generate_content.return_value = MagicMock(
content="Processed large prompt",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -212,7 +212,7 @@ class TestLargePromptHandling:
mock_provider.generate_content.return_value = MagicMock(
content="Success",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -245,7 +245,7 @@ class TestLargePromptHandling:
mock_provider.generate_content.return_value = MagicMock(
content="Success",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -276,7 +276,7 @@ class TestLargePromptHandling:
mock_provider.generate_content.return_value = MagicMock(
content="Success",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider
@@ -298,7 +298,7 @@ class TestLargePromptHandling:
mock_provider.generate_content.return_value = MagicMock(
content="Success",
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)
mock_get_provider.return_value = mock_provider

View File

@@ -31,7 +31,7 @@ class TestPromptRegression:
return Mock(
content=text,
usage={"input_tokens": 10, "output_tokens": 20, "total_tokens": 30},
model_name="gemini-2.0-flash",
model_name="gemini-2.5-flash-preview-05-20",
metadata={"finish_reason": "STOP"},
)

View File

@@ -49,7 +49,7 @@ class TestModelProviderRegistry:
"""Test getting provider for a specific model"""
ModelProviderRegistry.register_provider(ProviderType.GOOGLE, GeminiModelProvider)
provider = ModelProviderRegistry.get_provider_for_model("gemini-2.0-flash")
provider = ModelProviderRegistry.get_provider_for_model("gemini-2.5-flash-preview-05-20")
assert provider is not None
assert isinstance(provider, GeminiModelProvider)
@@ -80,10 +80,10 @@ class TestGeminiProvider:
"""Test getting model capabilities"""
provider = GeminiModelProvider(api_key="test-key")
capabilities = provider.get_capabilities("gemini-2.0-flash")
capabilities = provider.get_capabilities("gemini-2.5-flash-preview-05-20")
assert capabilities.provider == ProviderType.GOOGLE
assert capabilities.model_name == "gemini-2.0-flash"
assert capabilities.model_name == "gemini-2.5-flash-preview-05-20"
assert capabilities.max_tokens == 1_048_576
assert not capabilities.supports_extended_thinking
@@ -103,13 +103,13 @@ class TestGeminiProvider:
assert provider.validate_model_name("pro")
capabilities = provider.get_capabilities("flash")
assert capabilities.model_name == "gemini-2.0-flash"
assert capabilities.model_name == "gemini-2.5-flash-preview-05-20"
def test_supports_thinking_mode(self):
"""Test thinking mode support detection"""
provider = GeminiModelProvider(api_key="test-key")
assert not provider.supports_thinking_mode("gemini-2.0-flash")
assert provider.supports_thinking_mode("gemini-2.5-flash-preview-05-20")
assert provider.supports_thinking_mode("gemini-2.5-pro-preview-06-05")
@patch("google.genai.Client")
@@ -133,11 +133,13 @@ class TestGeminiProvider:
provider = GeminiModelProvider(api_key="test-key")
response = provider.generate_content(prompt="Test prompt", model_name="gemini-2.0-flash", temperature=0.7)
response = provider.generate_content(
prompt="Test prompt", model_name="gemini-2.5-flash-preview-05-20", temperature=0.7
)
assert isinstance(response, ModelResponse)
assert response.content == "Generated content"
assert response.model_name == "gemini-2.0-flash"
assert response.model_name == "gemini-2.5-flash-preview-05-20"
assert response.provider == ProviderType.GOOGLE
assert response.usage["input_tokens"] == 10
assert response.usage["output_tokens"] == 20

View File

@@ -56,7 +56,7 @@ class TestServerTools:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content="Chat response", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Chat response", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider

View File

@@ -45,7 +45,7 @@ class TestThinkingModes:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = True
mock_provider.generate_content.return_value = Mock(
content="Minimal thinking response", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Minimal thinking response", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -82,7 +82,7 @@ class TestThinkingModes:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = True
mock_provider.generate_content.return_value = Mock(
content="Low thinking response", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Low thinking response", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -114,7 +114,7 @@ class TestThinkingModes:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = True
mock_provider.generate_content.return_value = Mock(
content="Medium thinking response", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Medium thinking response", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -145,7 +145,7 @@ class TestThinkingModes:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = True
mock_provider.generate_content.return_value = Mock(
content="High thinking response", usage={}, model_name="gemini-2.0-flash", metadata={}
content="High thinking response", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -175,7 +175,7 @@ class TestThinkingModes:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = True
mock_provider.generate_content.return_value = Mock(
content="Max thinking response", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Max thinking response", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -222,18 +222,22 @@ class TestThinkingModes:
async def prepare_prompt(self, request):
return "test"
# Expected mappings
# Test dynamic budget calculation for Flash 2.5
from providers.gemini import GeminiModelProvider
provider = GeminiModelProvider(api_key="test-key")
flash_model = "gemini-2.5-flash-preview-05-20"
flash_max_tokens = 24576
expected_budgets = {
"minimal": 128,
"low": 2048,
"medium": 8192,
"high": 16384,
"max": 32768,
"minimal": int(flash_max_tokens * 0.005), # 123
"low": int(flash_max_tokens * 0.08), # 1966
"medium": int(flash_max_tokens * 0.33), # 8110
"high": int(flash_max_tokens * 0.67), # 16465
"max": int(flash_max_tokens * 1.0), # 24576
}
# Check each mode in create_model
for _mode, _expected_budget in expected_budgets.items():
# The budget mapping is inside create_model
# We can't easily test it without calling the method
# But we've verified the values are correct in the code
pass
# Check each mode using the helper method
for mode, expected_budget in expected_budgets.items():
actual_budget = provider.get_thinking_budget(flash_model, mode)
assert actual_budget == expected_budget, f"Mode {mode}: expected {expected_budget}, got {actual_budget}"

View File

@@ -37,7 +37,7 @@ class TestThinkDeepTool:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = True
mock_provider.generate_content.return_value = Mock(
content="Extended analysis", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Extended analysis", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -88,7 +88,7 @@ class TestCodeReviewTool:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content="Security issues found", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Security issues found", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -133,7 +133,7 @@ class TestDebugIssueTool:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content="Root cause: race condition", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Root cause: race condition", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -181,7 +181,7 @@ class TestAnalyzeTool:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content="Architecture analysis", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Architecture analysis", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider
@@ -295,7 +295,7 @@ class TestAbsolutePathValidation:
mock_provider.get_provider_type.return_value = Mock(value="google")
mock_provider.supports_thinking_mode.return_value = False
mock_provider.generate_content.return_value = Mock(
content="Analysis complete", usage={}, model_name="gemini-2.0-flash", metadata={}
content="Analysis complete", usage={}, model_name="gemini-2.5-flash-preview-05-20", metadata={}
)
mock_get_provider.return_value = mock_provider