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90 lines
3.0 KiB
Python
90 lines
3.0 KiB
Python
import pytest
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from crewai.agent import Agent
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from crewai.crew import Crew
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from crewai.memory.short_term.short_term_memory import ShortTermMemory
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from crewai.memory.short_term.short_term_memory_item import ShortTermMemoryItem
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from crewai.task import Task
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@pytest.fixture
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def short_term_memory():
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"""Fixture to create a ShortTermMemory instance"""
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agent = Agent(
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role="Researcher",
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goal="Search relevant data and provide results",
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backstory="You are a researcher at a leading tech think tank.",
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tools=[],
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verbose=True,
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)
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task = Task(
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description="Perform a search on specific topics.",
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expected_output="A list of relevant URLs based on the search query.",
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agent=agent,
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)
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return ShortTermMemory(crew=Crew(agents=[agent], tasks=[task]))
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@pytest.mark.vcr(filter_headers=["authorization"])
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def test_save_and_search(short_term_memory):
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memory = ShortTermMemoryItem(
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data="""test value test value test value test value test value test value
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test value test value test value test value test value test value
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test value test value test value test value test value test value""",
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agent="test_agent",
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metadata={"task": "test_task"},
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)
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short_term_memory.save(
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value=memory.data,
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metadata=memory.metadata,
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agent=memory.agent,
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)
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find = short_term_memory.search("test value", score_threshold=0.01)[0]
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assert find["context"] == memory.data, "Data value mismatch."
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assert find["metadata"]["agent"] == "test_agent", "Agent value mismatch."
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@pytest.fixture
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def short_term_memory_with_provider():
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"""Fixture to create a ShortTermMemory instance with a specific memory provider"""
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agent = Agent(
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role="Researcher",
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goal="Search relevant data and provide results",
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backstory="You are a researcher at a leading tech think tank.",
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tools=[],
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verbose=True,
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)
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task = Task(
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description="Perform a search on specific topics.",
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expected_output="A list of relevant URLs based on the search query.",
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agent=agent,
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)
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return ShortTermMemory(
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crew=Crew(agents=[agent], tasks=[task]), memory_provider="mem0"
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)
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def test_save_and_search_with_provider(short_term_memory_with_provider):
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memory = ShortTermMemoryItem(
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data="Loves to do research on the latest technologies.",
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agent="test_agent_provider",
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metadata={"task": "test_task_provider"},
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)
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short_term_memory_with_provider.save(
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value=memory.data,
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metadata=memory.metadata,
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agent=memory.agent,
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)
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find = short_term_memory_with_provider.search(
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"Loves to do research on the latest technologies.", score_threshold=0.01
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)[0]
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assert find["memory"] in memory.data, "Data value mismatch."
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assert find["metadata"]["agent"] == "test_agent_provider", "Agent value mismatch."
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assert (
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short_term_memory_with_provider.memory_provider == "mem0"
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), "Memory provider mismatch."
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