38 lines
869 B
Python
38 lines
869 B
Python
from unittest.mock import patch
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import pytest
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from mem0.configs.embeddings.base import BaseEmbedderConfig
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from mem0.embeddings.gemini import GoogleGenAIEmbedding
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@pytest.fixture
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def mock_genai():
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with patch("mem0.embeddings.gemini.genai.embed_content") as mock_genai:
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yield mock_genai
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@pytest.fixture
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def config():
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return BaseEmbedderConfig(
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api_key="dummy_api_key",
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model="test_model"
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)
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def test_embed_query(mock_genai, config):
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mock_embedding_response = {
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'embedding': [0.1, 0.2, 0.3, 0.4]
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}
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mock_genai.return_value = mock_embedding_response
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embedder = GoogleGenAIEmbedding(config)
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text = "Hello, world!"
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embedding = embedder.embed(text)
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assert embedding == [0.1, 0.2, 0.3, 0.4]
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mock_genai.assert_called_once_with(
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model="test_model",
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content="Hello, world!"
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)
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