Add converter_cls option to Task (#800)

* Add converter_cls option to Task

Fixes #799

* Update task_test.py

* Update task.py

* Update task.py

* Update task_test.py

* Update task.py

* Update task.py

* Update task.py

* Update task.py

---------

Co-authored-by: João Moura <joaomdmoura@gmail.com>
This commit is contained in:
Eelke van den Bos
2024-07-06 01:01:39 -04:00
committed by GitHub
parent 58558a1950
commit 7edacf6e24
2 changed files with 48 additions and 1 deletions

View File

@@ -14,6 +14,7 @@ from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.tasks.task_output import TaskOutput
from crewai.telemetry.telemetry import Telemetry
from crewai.utilities.converter import ConverterError
from crewai.utilities.converter import Converter
from crewai.utilities.i18n import I18N
from crewai.utilities.printer import Printer
from crewai.utilities.pydantic_schema_parser import PydanticSchemaParser
@@ -97,6 +98,10 @@ class Task(BaseModel):
description="Whether the task should have a human review the final answer of the agent",
default=False,
)
converter_cls: Optional[Type[Converter]] = Field(
description="A converter class used to export structured output",
default=None,
)
_telemetry: Telemetry
_execution_span: Span | None = None
@@ -305,6 +310,16 @@ class Task(BaseModel):
return copied_task
def _create_converter(self, *args, **kwargs) -> Converter: # type: ignore
converter = self.agent.get_output_converter( # type: ignore # Item "None" of "BaseAgent | None" has no attribute "get_output_converter"
*args, **kwargs
)
if self.converter_cls:
converter = self.converter_cls( # type: ignore # Item "None" of "BaseAgent | None" has no attribute "get_output_converter"
*args, **kwargs
)
return converter
def _export_output(self, result: str) -> Any:
exported_result = result
instructions = "I'm gonna convert this raw text into valid JSON."
@@ -335,7 +350,7 @@ class Task(BaseModel):
model_schema = PydanticSchemaParser(model=model).get_schema() # type: ignore # Argument "model" to "PydanticSchemaParser" has incompatible type "type[BaseModel] | None"; expected "type[BaseModel]"
instructions = f"{instructions}\n\nThe json should have the following structure, with the following keys:\n{model_schema}"
converter = self.agent.get_output_converter( # type: ignore # Item "None" of "BaseAgent | None" has no attribute "get_output_converter"
converter = self._create_converter( # type: ignore # Item "None" of "BaseAgent | None" has no attribute "get_output_converter"
llm=llm, text=result, model=model, instructions=instructions
)