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Code Issues Actions 4 Packages Projects Releases Wiki Activity

Bugfix/fix broken training (#1993)

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* Fixing training while refactoring code

* improve prompts

* make sure to raise an error when missing training data

* Drop comment

* fix failing tests

* add clear

* drop bad code

* fix failing test

* Fix type issues pointed out by lorenze

* simplify training
This commit is contained in:
Brandon Hancock (bhancock_ai)
2025-01-29 19:11:14 -05:00
committed by Devin AI
parent 5178c89ea6
commit 8ac51daebd
6 changed files with 210 additions and 137 deletions
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31
src/crewai/crew.py
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@@ -494,21 +494,26 @@ class Crew(BaseModel):
train_crew = self.copy()
train_crew._setup_for_training(filename)
for n_iteration in range(n_iterations):
train_crew._train_iteration = n_iteration
train_crew.kickoff(inputs=inputs)
try:
for n_iteration in range(n_iterations):
train_crew._train_iteration = n_iteration
train_crew.kickoff(inputs=inputs)
training_data = CrewTrainingHandler(TRAINING_DATA_FILE).load()
training_data = CrewTrainingHandler(TRAINING_DATA_FILE).load()
for agent in train_crew.agents:
if training_data.get(str(agent.id)):
result = TaskEvaluator(agent).evaluate_training_data(
training_data=training_data, agent_id=str(agent.id)
)
CrewTrainingHandler(filename).save_trained_data(
agent_id=str(agent.role), trained_data=result.model_dump()
)
for agent in train_crew.agents:
if training_data.get(str(agent.id)):
result = TaskEvaluator(agent).evaluate_training_data(
training_data=training_data, agent_id=str(agent.id)
)
CrewTrainingHandler(filename).save_trained_data(
agent_id=str(agent.role), trained_data=result.model_dump()
)
except Exception as e:
self._logger.log("error", f"Training failed: {e}", color="red")
CrewTrainingHandler(TRAINING_DATA_FILE).clear()
CrewTrainingHandler(filename).clear()
raise
def kickoff(
self,