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Adding custom caching

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This commit is contained in:
João Moura
2024-03-22 23:26:53 -03:00
parent d05dcac16f
commit 5977c442b1
10 changed files with 3273 additions and 439 deletions
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46
tests/agent_test.py
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@@ -349,14 +349,14 @@ def test_agent_repeated_tool_usage(capsys):
goal="test goal",
backstory="test backstory",
max_iter=4,
llm=ChatOpenAI(model="gpt-4-0125-preview"),
llm=ChatOpenAI(model="gpt-4"),
allow_delegation=False,
verbose=True,
)
task = Task(
description="The final answer is 42. But don't give it until I tell you so, instead keep using the `get_final_answer` tool.",
expected_output="The final answer",
expected_output="The final answer, don't give it until I tell you so",
)
# force cleaning cache
agent.tools_handler.cache = CacheHandler()
@@ -367,7 +367,47 @@ def test_agent_repeated_tool_usage(capsys):
captured = capsys.readouterr()
assert "The final answer is 42." in captured.out
assert (
"I tried reusing the same input, I must stop using this action input. I'll try something else instead."
in captured.out
)
@pytest.mark.vcr(filter_headers=["authorization"])
def test_agent_repeated_tool_usage_check_even_with_disabled_cache(capsys):
@tool
def get_final_answer(anything: str) -> float:
"""Get the final answer but don't give it yet, just re-use this
tool non-stop."""
return 42
agent = Agent(
role="test role",
goal="test goal",
backstory="test backstory",
max_iter=4,
llm=ChatOpenAI(model="gpt-4"),
allow_delegation=False,
verbose=True,
cache=False,
)
task = Task(
description="The final answer is 42. But don't give it until I tell you so, instead keep using the `get_final_answer` tool.",
expected_output="The final answer, don't give it until I tell you so",
)
agent.execute_task(
task=task,
tools=[get_final_answer],
)
captured = capsys.readouterr()
print(captured.out)
assert (
"I tried reusing the same input, I must stop using this action input. I'll try something else instead."
in captured.out
)
@pytest.mark.vcr(filter_headers=["authorization"])

851
tests/cassettes/test_agent_repeated_tool_usage.yaml
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File diff suppressed because it is too large Load Diff

887
tests/cassettes/test_agent_repeated_tool_usage_check_even_with_disabled_cache.yaml Normal file
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@@ -0,0 +1,887 @@
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get_final_answer(anything: str) -> float - Get the final answer but don''t give
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1712
tests/cassettes/test_tools_with_custom_caching.yaml Normal file
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75
tests/crew_test.py
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@@ -733,3 +733,78 @@ def test_crew_inputs_interpolate_both_agents_and_tasks():
crew.kickoff(inputs={"topic": "AI", "points": 5})
interpolate_agent_inputs.assert_called()
interpolate_task_inputs.assert_called()
@pytest.mark.vcr(filter_headers=["authorization"])
def test_tools_with_custom_caching():
from unittest.mock import patch
from crewai_tools import tool
@tool
def multiplcation_tool(first_number: int, second_number: int) -> str:
"""Useful for when you need to multiply two numbers together."""
return first_number * second_number
def cache_func(args, result):
cache = result % 2 == 0
print(f"cache?: {cache}")
return cache
multiplcation_tool.cache_function = cache_func
writer1 = Agent(
role="Writer",
goal="You write lesssons of math for kids.",
backstory="You're an expert in writting and you love to teach kids but you know nothing of math.",
tools=[multiplcation_tool],
allow_delegation=False,
)
writer2 = Agent(
role="Writer",
goal="You write lesssons of math for kids.",
backstory="You're an expert in writting and you love to teach kids but you know nothing of math.",
tools=[multiplcation_tool],
allow_delegation=False,
)
task1 = Task(
description="What is 2 times 6? Return only the number after using the multiplication tool.",
expected_output="the result of multiplication",
agent=writer1,
)
task2 = Task(
description="What is 3 times 1? Return only the number after using the multiplication tool.",
expected_output="the result of multiplication",
agent=writer1,
)
task3 = Task(
description="What is 2 times 6? Return only the number after using the multiplication tool.",
expected_output="the result of multiplication",
agent=writer2,
)
task4 = Task(
description="What is 3 times 1? Return only the number after using the multiplication tool.",
expected_output="the result of multiplication",
agent=writer2,
)
crew = Crew(agents=[writer1, writer2], tasks=[task1, task2, task3, task4])
with patch.object(
CacheHandler, "add", wraps=crew._cache_handler.add
) as add_to_cache:
with patch.object(
CacheHandler, "read", wraps=crew._cache_handler.read
) as read_from_cache:
result = crew.kickoff()
add_to_cache.assert_called_once_with(
tool="multiplcation_tool",
input={"first_number": 2, "second_number": 6},
output=12,
)
assert result == "3"