Merge branch 'main' of github.com:crewAIInc/crewAI into knowledge

This commit is contained in:
Lorenze Jay
2024-11-14 12:22:07 -08:00
41 changed files with 1242 additions and 244 deletions

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View File

@@ -564,6 +564,7 @@ def test_crew_kickoff_usage_metrics():
assert result.token_usage.prompt_tokens > 0
assert result.token_usage.completion_tokens > 0
assert result.token_usage.successful_requests > 0
assert result.token_usage.cached_prompt_tokens == 0
def test_agents_rpm_is_never_set_if_crew_max_RPM_is_not_set():
@@ -1280,10 +1281,11 @@ def test_agent_usage_metrics_are_captured_for_hierarchical_process():
assert result.raw == "Howdy!"
assert result.token_usage == UsageMetrics(
total_tokens=2626,
prompt_tokens=2482,
completion_tokens=144,
successful_requests=5,
total_tokens=1673,
prompt_tokens=1562,
completion_tokens=111,
successful_requests=3,
cached_prompt_tokens=0
)
@@ -1777,26 +1779,22 @@ def test_crew_train_success(
]
)
crew_training_handler.assert_has_calls(
[
mock.call("training_data.pkl"),
mock.call().load(),
mock.call("trained_agents_data.pkl"),
mock.call().save_trained_data(
agent_id="Researcher",
trained_data=task_evaluator().evaluate_training_data().model_dump(),
),
mock.call("trained_agents_data.pkl"),
mock.call().save_trained_data(
agent_id="Senior Writer",
trained_data=task_evaluator().evaluate_training_data().model_dump(),
),
mock.call(),
mock.call().load(),
mock.call(),
mock.call().load(),
]
)
crew_training_handler.assert_any_call("training_data.pkl")
crew_training_handler().load.assert_called()
crew_training_handler.assert_any_call("trained_agents_data.pkl")
crew_training_handler().load.assert_called()
crew_training_handler().save_trained_data.assert_has_calls([
mock.call(
agent_id="Researcher",
trained_data=task_evaluator().evaluate_training_data().model_dump(),
),
mock.call(
agent_id="Senior Writer",
trained_data=task_evaluator().evaluate_training_data().model_dump(),
)
])
def test_crew_train_error():

30
tests/llm_test.py Normal file
View File

@@ -0,0 +1,30 @@
import pytest
from crewai.agents.agent_builder.utilities.base_token_process import TokenProcess
from crewai.llm import LLM
from crewai.utilities.token_counter_callback import TokenCalcHandler
@pytest.mark.vcr(filter_headers=["authorization"])
def test_llm_callback_replacement():
llm = LLM(model="gpt-4o-mini")
calc_handler_1 = TokenCalcHandler(token_cost_process=TokenProcess())
calc_handler_2 = TokenCalcHandler(token_cost_process=TokenProcess())
llm.call(
messages=[{"role": "user", "content": "Hello, world!"}],
callbacks=[calc_handler_1],
)
usage_metrics_1 = calc_handler_1.token_cost_process.get_summary()
llm.call(
messages=[{"role": "user", "content": "Hello, world from another agent!"}],
callbacks=[calc_handler_2],
)
usage_metrics_2 = calc_handler_2.token_cost_process.get_summary()
# The first handler should not have been updated
assert usage_metrics_1.successful_requests == 1
assert usage_metrics_2.successful_requests == 1
assert usage_metrics_1 == calc_handler_1.token_cost_process.get_summary()

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