Add Cohere LLM support (#751)
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33
tests/llm/test_cohere.py
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33
tests/llm/test_cohere.py
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import os
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import unittest
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from unittest.mock import patch
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from embedchain.config import BaseLlmConfig
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from embedchain.llm.cohere import CohereLlm
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class TestCohereLlm(unittest.TestCase):
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def setUp(self):
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os.environ["COHERE_API_KEY"] = "test_api_key"
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self.config = BaseLlmConfig(model="gptd-instruct-tft", max_tokens=50, temperature=0.7, top_p=0.8)
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def test_init_raises_value_error_without_api_key(self):
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os.environ.pop("COHERE_API_KEY")
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with self.assertRaises(ValueError):
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CohereLlm()
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def test_get_llm_model_answer_raises_value_error_for_system_prompt(self):
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llm = CohereLlm(self.config)
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llm.config.system_prompt = "system_prompt"
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with self.assertRaises(ValueError):
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llm.get_llm_model_answer("prompt")
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@patch("embedchain.llm.cohere.CohereLlm._get_answer")
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def test_get_llm_model_answer(self, mock_get_answer):
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mock_get_answer.return_value = "Test answer"
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llm = CohereLlm(self.config)
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answer = llm.get_llm_model_answer("Test query")
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self.assertEqual(answer, "Test answer")
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mock_get_answer.assert_called_once()
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