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45 lines
1.3 KiB
Python
45 lines
1.3 KiB
Python
import numpy
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import pytest
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from pytest_mock import MockerFixture
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import autogpt.memory.vector.memory_item as vector_memory_item
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import autogpt.memory.vector.providers.base as memory_provider_base
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from autogpt.config.config import Config
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from autogpt.llm.providers.openai import OPEN_AI_EMBEDDING_MODELS
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from autogpt.memory.vector import get_memory
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from autogpt.memory.vector.utils import Embedding
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@pytest.fixture
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def embedding_dimension(config: Config):
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return OPEN_AI_EMBEDDING_MODELS[config.embedding_model].embedding_dimensions
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@pytest.fixture
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def mock_embedding(embedding_dimension: int) -> Embedding:
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return numpy.full((1, embedding_dimension), 0.0255, numpy.float32)[0]
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@pytest.fixture
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def mock_get_embedding(mocker: MockerFixture, embedding_dimension: int):
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mocker.patch.object(
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vector_memory_item,
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"get_embedding",
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return_value=[0.0255] * embedding_dimension,
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)
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mocker.patch.object(
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memory_provider_base,
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"get_embedding",
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return_value=[0.0255] * embedding_dimension,
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)
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@pytest.fixture
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def memory_none(agent_test_config: Config, mock_get_embedding):
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was_memory_backend = agent_test_config.memory_backend
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agent_test_config.memory_backend = "no_memory"
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yield get_memory(agent_test_config)
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agent_test_config.memory_backend = was_memory_backend
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