Files
crewAI/tests/memory/short_term_memory_test.py
Lorenze Jay 6d20ba70a1 Feat/memory base (#1444)
* byom - short/entity memory

* better

* rm uneeded

* fix text

* use context

* rm dep and sync

* type check fix

* fixed test using new cassete

* fixing types

* fixed types

* fix types

* fixed types

* fixing types

* fix type

* cassette update

* just mock the return of short term mem

* remove print

* try catch block

* added docs

* dding error handling here
2024-10-17 13:19:33 -03:00

62 lines
2.0 KiB
Python

import pytest
from unittest.mock import patch
from crewai.agent import Agent
from crewai.crew import Crew
from crewai.memory.short_term.short_term_memory import ShortTermMemory
from crewai.memory.short_term.short_term_memory_item import ShortTermMemoryItem
from crewai.task import Task
@pytest.fixture
def short_term_memory():
"""Fixture to create a ShortTermMemory instance"""
agent = Agent(
role="Researcher",
goal="Search relevant data and provide results",
backstory="You are a researcher at a leading tech think tank.",
tools=[],
verbose=True,
)
task = Task(
description="Perform a search on specific topics.",
expected_output="A list of relevant URLs based on the search query.",
agent=agent,
)
return ShortTermMemory(crew=Crew(agents=[agent], tasks=[task]))
def test_save_and_search(short_term_memory):
memory = ShortTermMemoryItem(
data="""test value test value test value test value test value test value
test value test value test value test value test value test value
test value test value test value test value test value test value""",
agent="test_agent",
metadata={"task": "test_task"},
)
with patch.object(ShortTermMemory, "save") as mock_save:
short_term_memory.save(
value=memory.data,
metadata=memory.metadata,
agent=memory.agent,
)
mock_save.assert_called_once_with(
value=memory.data,
metadata=memory.metadata,
agent=memory.agent,
)
expected_result = [
{
"context": memory.data,
"metadata": {"agent": "test_agent"},
"score": 0.95,
}
]
with patch.object(ShortTermMemory, "search", return_value=expected_result):
find = short_term_memory.search("test value", score_threshold=0.01)[0]
assert find["context"] == memory.data, "Data value mismatch."
assert find["metadata"]["agent"] == "test_agent", "Agent value mismatch."