mirror of
https://github.com/crewAIInc/crewAI.git
synced 2026-01-09 16:18:30 +00:00
4ac65eb0a6
Some checks failed
CodeQL Advanced / Analyze (actions) (push) Has been cancelled
CodeQL Advanced / Analyze (python) (push) Has been cancelled
Notify Downstream / notify-downstream (push) Has been cancelled
Update Test Durations / update-durations (3.10) (push) Has been cancelled
Update Test Durations / update-durations (3.11) (push) Has been cancelled
Update Test Durations / update-durations (3.12) (push) Has been cancelled
Update Test Durations / update-durations (3.13) (push) Has been cancelled
- support nested config format with embedderconfig typeddict - fix parsing for model/model_name compatibility - add validation, typing_extensions, and improved type hints - enhance embedding factory with env var injection and provider support - add tests for openai, azure, and all embedding providers - misc fixes: test file rename, updated mocking patterns
83 lines
2.8 KiB
Python
83 lines
2.8 KiB
Python
"""Test Azure embedder configuration with nested format only."""
|
|
|
|
from unittest.mock import MagicMock, patch
|
|
|
|
from crewai.rag.embeddings.configurator import EmbeddingConfigurator
|
|
|
|
|
|
class TestAzureEmbedderConfiguration:
|
|
"""Test Azure embedder configuration with nested format."""
|
|
|
|
@patch(
|
|
"chromadb.utils.embedding_functions.openai_embedding_function.OpenAIEmbeddingFunction"
|
|
)
|
|
def test_azure_openai_with_nested_config(self, mock_openai_func):
|
|
"""Test Azure configuration using OpenAI provider with nested config key."""
|
|
mock_embedding = MagicMock()
|
|
mock_openai_func.return_value = mock_embedding
|
|
|
|
configurator = EmbeddingConfigurator()
|
|
|
|
embedder_config = {
|
|
"provider": "openai",
|
|
"config": {
|
|
"api_key": "test-azure-key",
|
|
"api_base": "https://test.openai.azure.com/",
|
|
"api_type": "azure",
|
|
"api_version": "2023-05-15",
|
|
"model": "text-embedding-3-small",
|
|
"deployment_id": "test-deployment",
|
|
},
|
|
}
|
|
|
|
result = configurator.configure_embedder(embedder_config)
|
|
|
|
mock_openai_func.assert_called_once_with(
|
|
api_key="test-azure-key",
|
|
model_name="text-embedding-3-small",
|
|
api_base="https://test.openai.azure.com/",
|
|
api_type="azure",
|
|
api_version="2023-05-15",
|
|
default_headers=None,
|
|
dimensions=None,
|
|
deployment_id="test-deployment",
|
|
organization_id=None,
|
|
)
|
|
assert result == mock_embedding
|
|
|
|
@patch(
|
|
"chromadb.utils.embedding_functions.openai_embedding_function.OpenAIEmbeddingFunction"
|
|
)
|
|
def test_azure_provider_with_nested_config(self, mock_openai_func):
|
|
"""Test using 'azure' as provider with nested config."""
|
|
mock_embedding = MagicMock()
|
|
mock_openai_func.return_value = mock_embedding
|
|
|
|
configurator = EmbeddingConfigurator()
|
|
|
|
embedder_config = {
|
|
"provider": "azure",
|
|
"config": {
|
|
"api_key": "test-azure-key",
|
|
"api_base": "https://test.openai.azure.com/",
|
|
"api_version": "2023-05-15",
|
|
"model": "text-embedding-3-small",
|
|
"deployment_id": "test-deployment",
|
|
},
|
|
}
|
|
|
|
result = configurator.configure_embedder(embedder_config)
|
|
|
|
mock_openai_func.assert_called_once_with(
|
|
api_key="test-azure-key",
|
|
api_base="https://test.openai.azure.com/",
|
|
api_type="azure",
|
|
api_version="2023-05-15",
|
|
model_name="text-embedding-3-small",
|
|
default_headers=None,
|
|
dimensions=None,
|
|
deployment_id="test-deployment",
|
|
organization_id=None,
|
|
)
|
|
assert result == mock_embedding
|