30 lines
1.0 KiB
Python
30 lines
1.0 KiB
Python
import os
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import unittest
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from unittest.mock import MagicMock, patch
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from embedchain import App
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class TestApp(unittest.TestCase):
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os.environ["OPENAI_API_KEY"] = "test_key"
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def setUp(self):
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self.app = App()
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@patch("chromadb.api.models.Collection.Collection.add", MagicMock)
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def test_add(self):
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self.app.add("web_page", "https://example.com")
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self.assertEqual(self.app.user_asks, [["web_page", "https://example.com"]])
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@patch("chromadb.api.models.Collection.Collection.add", MagicMock)
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def test_query(self):
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with patch.object(self.app, "retrieve_from_database") as mock_retrieve:
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mock_retrieve.return_value = "Test context"
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with patch.object(self.app, "get_llm_model_answer") as mock_answer:
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mock_answer.return_value = "Test answer"
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answer = self.app.query("Test query")
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self.assertEqual(answer, "Test answer")
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mock_retrieve.assert_called_once_with("Test query")
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mock_answer.assert_called_once()
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