Adding model_kwargs for huggingface embedders. (#1450)
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18
tests/embedder/test_huggingface_embedder.py
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18
tests/embedder/test_huggingface_embedder.py
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from unittest.mock import patch
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from embedchain.config import BaseEmbedderConfig
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from embedchain.embedder.huggingface import HuggingFaceEmbedder
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def test_huggingface_embedder_with_model(monkeypatch):
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config = BaseEmbedderConfig(model="test-model", model_kwargs={"param": "value"})
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with patch('embedchain.embedder.huggingface.HuggingFaceEmbeddings') as mock_embeddings:
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embedder = HuggingFaceEmbedder(config=config)
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assert embedder.config.model == "test-model"
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assert embedder.config.model_kwargs == {"param": "value"}
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mock_embeddings.assert_called_once_with(
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model_name="test-model",
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model_kwargs={"param": "value"}
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)
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