From 015e1a41b208ee634b8315b0a62ae1f820457769 Mon Sep 17 00:00:00 2001 From: Lucas Gomide Date: Wed, 30 Apr 2025 11:47:58 -0300 Subject: [PATCH] Supporting no-code Guardrail creation (#2636) * feat: support to define a guardrail task no-code * feat: add auto-discovery for Guardrail code execution mode * feat: handle malformed or invalid response from CodeInterpreterTool * feat: allow to set unsafe_mode from Guardrail task * feat: renaming GuardrailTask to TaskGuardrail * feat: ensure guardrail is callable while initializing Task * feat: remove Docker availability check from TaskGuardrail The CodeInterpreterTool already ensures compliance with this requirement. * refactor: replace if/raise with assert For this use case `assert` is more appropriate choice * test: remove useless or duplicated test * fix: attempt to fix type-checker * feat: support to define a task guardrail using YAML config * refactor: simplify TaskGuardrail to use LLM for validation, no code generation * docs: update TaskGuardrail doc strings * refactor: drop task paramenter from TaskGuardrail This parameter was used to get the model from the `task.agent` which is a quite bit redudant since we could propagate the llm directly --- docs/concepts/tasks.mdx | 57 + src/crewai/llm.py | 8 +- src/crewai/project/crew_base.py | 3 + src/crewai/task.py | 74 +- src/crewai/tasks/task_guardrail.py | 92 ++ src/crewai/utilities/events/__init__.py | 4 + src/crewai/utilities/events/event_types.py | 6 + .../utilities/events/task_guardrail_events.py | 38 + .../test_after_kickoff_modification.yaml | 1095 ++++++++++++---- .../test_before_kickoff_modification.yaml | 1091 +++++++++++----- .../test_before_kickoff_with_none_input.yaml | 1125 ++++++++++++----- .../test_guardrail_emits_events.yaml | 713 +++++++++++ .../test_guardrail_when_an_error_occurs.yaml | 288 +++++ .../test_multiple_before_after_kickoff.yaml | 1092 +++++++++++----- .../test_task_guardrail_process_output.yaml | 250 ++++ tests/config/tasks.yaml | 1 + tests/project_test.py | 10 + tests/test_task_guardrails.py | 150 ++- 18 files changed, 4935 insertions(+), 1162 deletions(-) create mode 100644 src/crewai/tasks/task_guardrail.py create mode 100644 src/crewai/utilities/events/task_guardrail_events.py create mode 100644 tests/cassettes/test_guardrail_emits_events.yaml create mode 100644 tests/cassettes/test_guardrail_when_an_error_occurs.yaml create mode 100644 tests/cassettes/test_task_guardrail_process_output.yaml diff --git a/docs/concepts/tasks.mdx b/docs/concepts/tasks.mdx index a6eaf59b3..5b2916d94 100644 --- a/docs/concepts/tasks.mdx +++ b/docs/concepts/tasks.mdx @@ -322,6 +322,10 @@ blog_task = Task( - On success: it returns a tuple of `(bool, Any)`. For example: `(True, validated_result)` - On Failure: it returns a tuple of `(bool, str)`. For example: `(False, "Error message explain the failure")` +### TaskGuardrail + +The `TaskGuardrail` class offers a robust mechanism for validating task outputs + ### Error Handling Best Practices 1. **Structured Error Responses**: @@ -750,6 +754,8 @@ Task guardrails provide a powerful way to validate, transform, or filter task ou ### Basic Usage +#### Define your own logic to validate + ```python Code from typing import Tuple, Union from crewai import Task @@ -769,6 +775,57 @@ task = Task( ) ``` +#### Leverage a no-code approach for validation + +```python Code +from crewai import Task + +task = Task( + description="Generate JSON data", + expected_output="Valid JSON object", + guardrail="Ensure the response is a valid JSON object" +) +``` + +#### Using YAML + +```yaml +research_task: + ... + guardrail: make sure each bullet contains a minimum of 100 words + ... +``` + +```python Code +@CrewBase +class InternalCrew: + agents_config = "config/agents.yaml" + tasks_config = "config/tasks.yaml" + + ... + @task + def research_task(self): + return Task(config=self.tasks_config["research_task"]) # type: ignore[index] + ... +``` + + +#### Use custom models for code generation + +```python Code +from crewai import Task +from crewai.llm import LLM + +task = Task( + description="Generate JSON data", + expected_output="Valid JSON object", + guardrail=TaskGuardrail( + description="Ensure the response is a valid JSON object", + llm=LLM(model="gpt-4o-mini"), + ) +) +``` + ### How Guardrails Work 1. **Optional Attribute**: Guardrails are an optional attribute at the task level, allowing you to add validation only where needed. diff --git a/src/crewai/llm.py b/src/crewai/llm.py index 85277b38f..c8c456297 100644 --- a/src/crewai/llm.py +++ b/src/crewai/llm.py @@ -483,6 +483,7 @@ class LLM(BaseLLM): full_response += chunk_content # Emit the chunk event + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMStreamChunkEvent(chunk=chunk_content), @@ -611,6 +612,7 @@ class LLM(BaseLLM): return full_response # Emit failed event and re-raise the exception + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMCallFailedEvent(error=str(e)), @@ -633,7 +635,7 @@ class LLM(BaseLLM): current_tool_accumulator.function.arguments += ( tool_call.function.arguments ) - + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMStreamChunkEvent( @@ -806,6 +808,7 @@ class LLM(BaseLLM): function_name, lambda: None ) # Ensure fn is always a callable logging.error(f"Error executing function '{function_name}': {e}") + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMCallFailedEvent(error=f"Tool execution error: {str(e)}"), @@ -843,6 +846,7 @@ class LLM(BaseLLM): LLMContextLengthExceededException: If input exceeds model's context limit """ # --- 1) Emit call started event + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMCallStartedEvent( @@ -891,6 +895,7 @@ class LLM(BaseLLM): # whether to summarize the content or abort based on the respect_context_window flag raise except Exception as e: + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMCallFailedEvent(error=str(e)), @@ -905,6 +910,7 @@ class LLM(BaseLLM): response (str): The response from the LLM call. call_type (str): The type of call, either "tool_call" or "llm_call". """ + assert hasattr(crewai_event_bus, "emit") crewai_event_bus.emit( self, event=LLMCallCompletedEvent(response=response, call_type=call_type), diff --git a/src/crewai/project/crew_base.py b/src/crewai/project/crew_base.py index 8eb1b0801..e90a0d30e 100644 --- a/src/crewai/project/crew_base.py +++ b/src/crewai/project/crew_base.py @@ -246,6 +246,9 @@ def CrewBase(cls: T) -> T: callback_functions[callback]() for callback in callbacks ] + if guardrail := task_info.get("guardrail"): + self.tasks_config[task_name]["guardrail"] = guardrail + # Include base class (qual)name in the wrapper class (qual)name. WrappedClass.__name__ = CrewBase.__name__ + "(" + cls.__name__ + ")" WrappedClass.__qualname__ = CrewBase.__qualname__ + "(" + cls.__name__ + ")" diff --git a/src/crewai/task.py b/src/crewai/task.py index 9874b5100..8a1091935 100644 --- a/src/crewai/task.py +++ b/src/crewai/task.py @@ -140,9 +140,9 @@ class Task(BaseModel): default=None, ) processed_by_agents: Set[str] = Field(default_factory=set) - guardrail: Optional[Callable[[TaskOutput], Tuple[bool, Any]]] = Field( + guardrail: Optional[Union[Callable[[TaskOutput], Tuple[bool, Any]], str]] = Field( default=None, - description="Function to validate task output before proceeding to next task", + description="Function or string description of a guardrail to validate task output before proceeding to next task", ) max_retries: int = Field( default=3, description="Maximum number of retries when guardrail fails" @@ -157,8 +157,12 @@ class Task(BaseModel): @field_validator("guardrail") @classmethod - def validate_guardrail_function(cls, v: Optional[Callable]) -> Optional[Callable]: - """Validate that the guardrail function has the correct signature and behavior. + def validate_guardrail_function( + cls, v: Optional[str | Callable] + ) -> Optional[str | Callable]: + """ + If v is a callable, validate that the guardrail function has the correct signature and behavior. + If v is a string, return it as is. While type hints provide static checking, this validator ensures runtime safety by: 1. Verifying the function accepts exactly one parameter (the TaskOutput) @@ -171,16 +175,16 @@ class Task(BaseModel): - Clear error messages help users debug guardrail implementation issues Args: - v: The guardrail function to validate + v: The guardrail function to validate or a string describing the guardrail task Returns: - The validated guardrail function + The validated guardrail function or a string describing the guardrail task Raises: ValueError: If the function signature is invalid or return annotation doesn't match Tuple[bool, Any] """ - if v is not None: + if v is not None and callable(v): sig = inspect.signature(v) positional_args = [ param @@ -211,6 +215,7 @@ class Task(BaseModel): ) return v + _guardrail: Optional[Callable] = PrivateAttr(default=None) _original_description: Optional[str] = PrivateAttr(default=None) _original_expected_output: Optional[str] = PrivateAttr(default=None) _original_output_file: Optional[str] = PrivateAttr(default=None) @@ -231,6 +236,20 @@ class Task(BaseModel): ) return self + @model_validator(mode="after") + def ensure_guardrail_is_callable(self) -> "Task": + if callable(self.guardrail): + self._guardrail = self.guardrail + elif isinstance(self.guardrail, str): + from crewai.tasks.task_guardrail import TaskGuardrail + + assert self.agent is not None + self._guardrail = TaskGuardrail( + description=self.guardrail, llm=self.agent.llm + ) + + return self + @field_validator("id", mode="before") @classmethod def _deny_user_set_id(cls, v: Optional[UUID4]) -> None: @@ -407,10 +426,8 @@ class Task(BaseModel): output_format=self._get_output_format(), ) - if self.guardrail: - guardrail_result = GuardrailResult.from_tuple( - self.guardrail(task_output) - ) + if self._guardrail: + guardrail_result = self._process_guardrail(task_output) if not guardrail_result.success: if self.retry_count >= self.max_retries: raise Exception( @@ -464,13 +481,46 @@ class Task(BaseModel): ) ) self._save_file(content) - crewai_event_bus.emit(self, TaskCompletedEvent(output=task_output, task=self)) + crewai_event_bus.emit( + self, TaskCompletedEvent(output=task_output, task=self) + ) return task_output except Exception as e: self.end_time = datetime.datetime.now() crewai_event_bus.emit(self, TaskFailedEvent(error=str(e), task=self)) raise e # Re-raise the exception after emitting the event + def _process_guardrail(self, task_output: TaskOutput) -> GuardrailResult: + assert self._guardrail is not None + + from crewai.utilities.events import ( + TaskGuardrailCompletedEvent, + TaskGuardrailStartedEvent, + ) + from crewai.utilities.events.crewai_event_bus import crewai_event_bus + + result = self._guardrail(task_output) + + crewai_event_bus.emit( + self, + TaskGuardrailStartedEvent( + guardrail=self._guardrail, retry_count=self.retry_count + ), + ) + + guardrail_result = GuardrailResult.from_tuple(result) + + crewai_event_bus.emit( + self, + TaskGuardrailCompletedEvent( + success=guardrail_result.success, + result=guardrail_result.result, + error=guardrail_result.error, + retry_count=self.retry_count, + ), + ) + return guardrail_result + def prompt(self) -> str: """Prompt the task. diff --git a/src/crewai/tasks/task_guardrail.py b/src/crewai/tasks/task_guardrail.py new file mode 100644 index 000000000..9c1ae916b --- /dev/null +++ b/src/crewai/tasks/task_guardrail.py @@ -0,0 +1,92 @@ +from typing import Any, Optional, Tuple + +from pydantic import BaseModel, Field + +from crewai.agent import Agent, LiteAgentOutput +from crewai.llm import LLM +from crewai.task import Task +from crewai.tasks.task_output import TaskOutput + + +class TaskGuardrailResult(BaseModel): + valid: bool = Field( + description="Whether the task output complies with the guardrail" + ) + feedback: str | None = Field( + description="A feedback about the task output if it is not valid", + default=None, + ) + + +class TaskGuardrail: + """It validates the output of another task using an LLM. + + This class is used to validate the output from a Task based on specified criteria. + It uses an LLM to validate the output and provides a feedback if the output is not valid. + + Args: + description (str): The description of the validation criteria. + llm (LLM, optional): The language model to use for code generation. + """ + + def __init__( + self, + description: str, + llm: LLM, + ): + self.description = description + + self.llm: LLM = llm + + def _validate_output(self, task_output: TaskOutput) -> LiteAgentOutput: + agent = Agent( + role="Guardrail Agent", + goal="Validate the output of the task", + backstory="You are a expert at validating the output of a task. By providing effective feedback if the output is not valid.", + llm=self.llm, + ) + + query = f""" + Ensure the following task result complies with the given guardrail. + + Task result: + {task_output.raw} + + Guardrail: + {self.description} + + Your task: + - Confirm if the Task result complies with the guardrail. + - If not, provide clear feedback explaining what is wrong (e.g., by how much it violates the rule, or what specific part fails). + - Focus only on identifying issues — do not propose corrections. + - If the Task result complies with the guardrail, saying that is valid + """ + + result = agent.kickoff(query, response_format=TaskGuardrailResult) + + return result + + def __call__(self, task_output: TaskOutput) -> Tuple[bool, Any]: + """Validates the output of a task based on specified criteria. + + Args: + task_output (TaskOutput): The output to be validated. + + Returns: + Tuple[bool, Any]: A tuple containing: + - bool: True if validation passed, False otherwise + - Any: The validation result or error message + """ + + try: + result = self._validate_output(task_output) + assert isinstance( + result.pydantic, TaskGuardrailResult + ), "The guardrail result is not a valid pydantic model" + + if result.pydantic.valid: + return True, task_output.raw + else: + return False, result.pydantic.feedback + except Exception as e: + return False, f"Error while validating the task output: {str(e)}" diff --git a/src/crewai/utilities/events/__init__.py b/src/crewai/utilities/events/__init__.py index 264f0ac5e..b87f3d9fa 100644 --- a/src/crewai/utilities/events/__init__.py +++ b/src/crewai/utilities/events/__init__.py @@ -9,6 +9,10 @@ from .crew_events import ( CrewTestCompletedEvent, CrewTestFailedEvent, ) +from .task_guardrail_events import ( + TaskGuardrailCompletedEvent, + TaskGuardrailStartedEvent, +) from .agent_events import ( AgentExecutionStartedEvent, AgentExecutionCompletedEvent, diff --git a/src/crewai/utilities/events/event_types.py b/src/crewai/utilities/events/event_types.py index 2ea514f37..9f5a5da58 100644 --- a/src/crewai/utilities/events/event_types.py +++ b/src/crewai/utilities/events/event_types.py @@ -34,6 +34,10 @@ from .task_events import ( TaskFailedEvent, TaskStartedEvent, ) +from .task_guardrail_events import ( + TaskGuardrailCompletedEvent, + TaskGuardrailStartedEvent, +) from .tool_usage_events import ( ToolUsageErrorEvent, ToolUsageFinishedEvent, @@ -68,4 +72,6 @@ EventTypes = Union[ LLMCallCompletedEvent, LLMCallFailedEvent, LLMStreamChunkEvent, + TaskGuardrailStartedEvent, + TaskGuardrailCompletedEvent, ] diff --git a/src/crewai/utilities/events/task_guardrail_events.py b/src/crewai/utilities/events/task_guardrail_events.py new file mode 100644 index 000000000..1a036d29c --- /dev/null +++ b/src/crewai/utilities/events/task_guardrail_events.py @@ -0,0 +1,38 @@ +from typing import Any, Callable, Optional, Union + +from crewai.utilities.events.base_events import BaseEvent + + +class TaskGuardrailStartedEvent(BaseEvent): + """Event emitted when a guardrail task starts + + Attributes: + guardrail: The guardrail callable or TaskGuardrail instance + retry_count: The number of times the guardrail has been retried + """ + + type: str = "task_guardrail_started" + guardrail: Union[str, Callable] + retry_count: int + + def __init__(self, **data): + from inspect import getsource + + from crewai.tasks.task_guardrail import TaskGuardrail + + super().__init__(**data) + + if isinstance(self.guardrail, TaskGuardrail): + self.guardrail = self.guardrail.description.strip() + elif isinstance(self.guardrail, Callable): + self.guardrail = getsource(self.guardrail).strip() + + +class TaskGuardrailCompletedEvent(BaseEvent): + """Event emitted when a guardrail task completes""" + + type: str = "task_guardrail_completed" + success: bool + result: Any + error: Optional[str] = None + retry_count: int diff --git a/tests/cassettes/test_after_kickoff_modification.yaml b/tests/cassettes/test_after_kickoff_modification.yaml index bf63b910d..2655804c7 100644 --- a/tests/cassettes/test_after_kickoff_modification.yaml +++ b/tests/cassettes/test_after_kickoff_modification.yaml @@ -1,40 +1,47 @@ interactions: - request: body: !!binary | - CusOCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSwg4KEgoQY3Jld2FpLnRl - bGVtZXRyeRKaDAoQJ2RtlOW3xhPcNjmbKwSJaxIIMUF8zJjQkvQqDENyZXcgQ3JlYXRlZDABOThF - x7PrrgkYQWiczLPrrgkYShoKDmNyZXdhaV92ZXJzaW9uEggKBjAuODAuMEoaCg5weXRob25fdmVy - c2lvbhIICgYzLjEyLjdKLgoIY3Jld19rZXkSIgogMWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMy - ZjNhYjZKMQoHY3Jld19pZBImCiQzNGJiYzZjYS03MmRiLTQwMzktODQzMy01NTFmOWNmNDM0YTdK - HAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRpYWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNyZXdf - bnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3X251bWJlcl9vZl9hZ2VudHMSAhgCSrQFCgtjcmV3 - X2FnZW50cxKkBQqhBVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIs - ICJpZCI6ICI4MjJkOGM2OC01NzlkLTQ4ZWUtOTBhMi1hNjJiNDgzY2JhNGUiLCAicm9sZSI6ICJ7 - dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJib3NlPyI6IHRydWUsICJtYXhf - aXRlciI6IDIwLCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xsbSI6ICIiLCAi - bGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93 - X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25h - bWVzIjogW119LCB7ImtleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJp - ZCI6ICI0YTY4NDQwZi0xMjRkLTQ3YmEtYWEzNy1hZTZmMTI2NzlkMmIiLCAicm9sZSI6ICJ7dG9w - aWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAidmVyYm9zZT8iOiB0cnVlLCAibWF4X2l0ZXIiOiAy - MCwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJn - cHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4 - ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtd - fV1KkwQKCmNyZXdfdGFza3MShAQKgQRbeyJrZXkiOiAiNmFmYzRiMzk2MjU5ZmJiNzY4MWY1NmM3 - NzU1Y2M5MzciLCAiaWQiOiAiODE2YzI1ZDgtNDg3NC00MmMxLWJmNzEtODc2OTcxZDNmYmExIiwg - ImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRf - cm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAi - NzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsi - a2V5IjogImIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3IiwgImlkIjogIjM4YzU1NTI5 - LTc2ODAtNDc5OS1iODdiLTFmMDY2NjE5MGU2NyIsICJhc3luY19leGVjdXRpb24/IjogZmFsc2Us - ICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcg - QW5hbHlzdFxuIiwgImFnZW50X2tleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1 - MyIsICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEAAQAAEo4CChCo3E4xT/U6O20NrD4/Zkt6EggD - /w74tbrrOCoMVGFzayBDcmVhdGVkMAE5SPTas+uuCRhB6IDbs+uuCRhKLgoIY3Jld19rZXkSIgog - MWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMyZjNhYjZKMQoHY3Jld19pZBImCiQzNGJiYzZjYS03 - MmRiLTQwMzktODQzMy01NTFmOWNmNDM0YTdKLgoIdGFza19rZXkSIgogNmFmYzRiMzk2MjU5ZmJi - NzY4MWY1NmM3NzU1Y2M5MzdKMQoHdGFza19pZBImCiQ4MTZjMjVkOC00ODc0LTQyYzEtYmY3MS04 - NzY5NzFkM2ZiYTF6AhgBhQEAAQAA + CvIRCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSyREKEgoQY3Jld2FpLnRl + bGVtZXRyeRKvDQoQeQBfyoOyow/T1OflDnkVIRIIGeZ6aPMwV9wqDENyZXcgQ3JlYXRlZDABOei/ + z90IzDoYQeiJ2N0IzDoYShsKDmNyZXdhaV92ZXJzaW9uEgkKBzAuMTE3LjFKGgoOcHl0aG9uX3Zl + cnNpb24SCAoGMy4xMi45Si4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNzYzNGNlMzgtZTUzYi00ZTJjLWJiMWMtMWY3MzdjNTA2Zjk3 + ShwKDGNyZXdfcHJvY2VzcxIMCgpzZXF1ZW50aWFsShEKC2NyZXdfbWVtb3J5EgIQAEoaChRjcmV3 + X251bWJlcl9vZl90YXNrcxICGAJKGwoVY3Jld19udW1iZXJfb2ZfYWdlbnRzEgIYAko6ChBjcmV3 + X2ZpbmdlcnByaW50EiYKJDg1NjllMjliLWNkOGYtNGY1OC1hOGYzLTMwZjUyOTQ2NWZlYUo7Chtj + cmV3X2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDowOTowNC4wMTA5NDJK + zwUKC2NyZXdfYWdlbnRzEr8FCrwFW3sia2V5IjogIjczYzM0OWM5M2MxNjNiNWQ0ZGY5OGE2NGZh + YzFjNDMwIiwgImlkIjogIjEzODZlYWZhLWYxOWUtNDcwNC1iZjhjLWVkMjhiZDQ2NmNmZiIsICJy + b2xlIjogInt0b3BpY30gU2VuaW9yIERhdGEgUmVzZWFyY2hlclxuIiwgInZlcmJvc2U/IjogdHJ1 + ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdfbGxt + IjogIm9wZW5haS9tb2RlbF9uYW1lIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9u + X2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9y + ZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiMTA0ZmUwNjU5ZTEw + YjQyNmNmODhmMDI0ZmI1NzE1NTMiLCAiaWQiOiAiNTA5MmUzNmItNThmMy00NTE1LTkyMTAtYWNm + NjJlZGNlNzk0IiwgInJvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgInZlcmJv + c2U/IjogdHJ1ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2Nh + bGxpbmdfbGxtIjogIm9ubGluZV9sbG0iLCAibGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRp + b25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4 + X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25hbWVzIjogW119XUqTBAoKY3Jld190YXNrcxKEBAqB + BFt7ImtleSI6ICIwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1MyIsICJpZCI6ICJjZGQx + NmI0ZC1lMzJhLTQyMzctYjkyZS1iNGRhODViNDFhMzMiLCAiYXN5bmNfZXhlY3V0aW9uPyI6IGZh + bHNlLCAiaHVtYW5faW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gU2VuaW9y + IERhdGEgUmVzZWFyY2hlclxuIiwgImFnZW50X2tleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThh + NjRmYWMxYzQzMCIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiYjE3YjE4OGRiZjE0Zjkz + YTk4ZTViOTVhYWQzNjc1NzciLCAiaWQiOiAiOTMyZWU5YzMtZDNiNy00ZDJiLTg2NDYtYjhhZmVl + MTgxNGNlIiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNl + LCAiYWdlbnRfcm9sZSI6ICJ7dG9waWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAiYWdlbnRfa2V5 + IjogIjEwNGZlMDY1OWUxMGI0MjZjZjg4ZjAyNGZiNTcxNTUzIiwgInRvb2xzX25hbWVzIjogW119 + XXoCGAGFAQABAAASgAQKELB8QJq7t6lEhMR/nH0BgcgSCFgXQ2sL/kYQKgxUYXNrIENyZWF0ZWQw + ATnI7eTdCMw6GEGgR+XdCMw6GEouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5 + Y2ZiZDMyMWRhZEoxCgdjcmV3X2lkEiYKJDc2MzRjZTM4LWU1M2ItNGUyYy1iYjFjLTFmNzM3YzUw + NmY5N0ouCgh0YXNrX2tleRIiCiAwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1M0oxCgd0 + YXNrX2lkEiYKJGNkZDE2YjRkLWUzMmEtNDIzNy1iOTJlLWI0ZGE4NWI0MWEzM0o6ChBjcmV3X2Zp + bmdlcnByaW50EiYKJDg1NjllMjliLWNkOGYtNGY1OC1hOGYzLTMwZjUyOTQ2NWZlYUo6ChB0YXNr + X2ZpbmdlcnByaW50EiYKJGU5NDcyMjllLTRmNDktNGExNi1iY2NjLTlkYjQ1MTQ2MGI0NUo7Cht0 + YXNrX2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDowOTowNC4wMTA4NTBK + OwoRYWdlbnRfZmluZ2VycHJpbnQSJgokYWUzODgxODEtYWNkMy00OTVlLTg4OTUtNzdlN2EwOTQ1 + YjRmegIYAYUBAAEAAA== headers: Accept: - '*/*' @@ -43,11 +50,11 @@ interactions: Connection: - keep-alive Content-Length: - - '1902' + - '2293' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -59,7 +66,7 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:04:24 GMT + - Tue, 29 Apr 2025 13:09:05 GMT status: code: 200 message: OK @@ -69,17 +76,17 @@ interactions: latest developments in Bicycles. Known for your ability to find the most relevant information and present it in a clear and concise manner.\n\nYour personal goal is: Uncover cutting-edge developments in Bicycles\n\nTo give my best complete - final answer to the task use the exact following format:\n\nThought: I now can - give a great answer\nFinal Answer: Your final answer must be the great and the - most complete as possible, it must be outcome described.\n\nI MUST use these - formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task: - Conduct a thorough research about Bicycles Make sure you find any interesting - and relevant information given the current year is 2024.\n\n\nThis is the expect + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about Bicycles Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected criteria for your final answer: A list with 10 bullet points of the most relevant information about Bicycles\n\nyou MUST return the actual complete content as the final answer, not a summary.\n\nBegin! This is VERY important to you, use the tools available and give your best Final Answer, your job depends on it!\n\nThought:"}], - "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": false}' + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -88,18 +95,15 @@ interactions: connection: - keep-alive content-length: - - '1260' + - '1255' content-type: - application/json - cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -107,73 +111,58 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVefTnyhy126z54bX4Wq0TjWFUGJI\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107859,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer. \\nFinal - Answer: \\n\\n1. **E-Bike Boom**: Electric bikes (e-bikes) have seen a significant - rise in popularity, with industry reports indicating a projected growth of 60% - in sales compared to previous years. Many cities are paving bike lanes specifically - designed for e-bikes to accommodate this surge.\\n\\n2. **Sustainability in - Manufacturing**: Bicycle manufacturers are increasingly adopting sustainable - practices, such as using recycled materials for frames and parts, and implementing - environmentally friendly production processes. This shift is driven by consumer - demand for greener products.\\n\\n3. **Smart Bicycles**: The integration of - technology in bicycles has progressed with smart bikes featuring built-in GPS, - automated gear shifting, and performance analytics. These innovations enhance - the cycling experience and cater to data-driven enthusiasts.\\n\\n4. **Bike - Sharing Programs**: Urban areas are continuing to expand bike-sharing programs, - with some cities introducing electric bike options and introducing smartphone - apps to streamline the renting process, increasing accessibility and convenience - for riders.\\n\\n5. **Safety Innovations**: Advances in safety technology such - as smart helmets that incorporate lights and indicators, anti-collision systems - using sensor technology, and built-in communication systems to connect with - smartphones are on the rise, aimed at reducing accidents.\\n\\n6. **Adventure - Cycling Trends**: There is a growing popularity in adventure and gravel cycling, - with more cyclists seeking off-road experiences. This has prompted manufacturers - to develop dedicated bikes that cater to rugged terrains, with features such - as wider tires and durable frames.\\n\\n7. **Customization and Personalization**: - The market for customizable bicycles is expanding. Consumers are now able to - choose colors, styles, and features that suit their personal preferences, leading - to a more personalized cycling experience.\\n\\n8. **Communities and Events**: - Cycling communities are thriving globally, with an increase in events such as - group rides, competitive races, and festivals celebrating biking culture. This - fosters social engagement and promotes cycling as a lifestyle.\\n\\n9. **Cargo - Bikes for Urban Living**: The rise of cargo bikes, particularly in urban environments, - allows for efficient transportation of goods, making them an appealing choice - for small businesses and families. This trend is encouraged by city planners - promoting cycling as an alternative to car deliveries.\\n\\n10. **Regulatory - Changes**: Governments around the world are increasingly implementing policies - to support cycling infrastructure, such as funding for bike lanes, subsidies - for bicycle purchases, and stricter emissions standards for motor vehicles, - making cycling a more attractive option for commuting.\\n\\nEach of these points - represents the latest developments in the bicycle industry as we move through - 2024, highlighting advancements in technology, trends in user preferences, and - a broader societal shift towards sustainability and health.\",\n \"refusal\": - null\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n - \ }\n ],\n \"usage\": {\n \"prompt_tokens\": 237,\n \"completion_tokens\": - 539,\n \"total_tokens\": 776,\n \"prompt_tokens_details\": {\n \"cached_tokens\": - 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n - \ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFfBbhw3Er3rKwpz2jVmhNFIimXdHMcBBCTBxvYihzgQqsnq7opIVodk + 93gU+N8XRXbPjHd12ItgD1nVxVfvvSL/vgBYsV3dw8r0mI0f3Ob7D/QsP13tXz//sv14fRj+sv7O + mS+/9gO9/Wm11ghp/iSTl6hLI35wlFlCXTaRMJNmvXp9c/vmend1c1MWvFhyGtYNeXMjG8+BN7vt + 7mazfb25upuje2FDaXUPv18AAPxd/mqdwdKX1T1s18svnlLCjlb3x00AqyhOf1lhSpwyhrxanxaN + hEyhlP4AQfZgMEDHEwFCp2UDhrSnCPA5/MgBHbwt/7+Hz+HqEl69eu/I5MgGvucngo9j7OjVq3v4 + 1BNY8hgstBKBll0Nm4NxlOAftGn4idI/occE6ekQxTxRJruGPeceOicNOkiomyOh6Tl0IBNFuN2C + Z+dYAoyBcwIOsNvubi/hU88JktYAnKAdyZGF5gActAVJM4yxwcDPqN1ZAxnZGAnJsIwpUEpr0JI7 + /U7wFLKGUsg8UYIhipesSYwjDJAjhjRIzJDEjZowXX4On8NOcfnoMeYKyicyfRAn3UGReWsnDIZK + 1fm4Aj1OBBxyFDsaspBK/BEu+mvkYSBbwXmQT2BpUloUeANO3M1HajnrQbQ688ShqyfKPbUZhkiT + nkaCYkWJoPSgND0dgqnZvTTsaPnAWs89sdVzR0K3yewJLGYECTBQbCV6PdEanJi5CP2kfgosYxck + ZTYVm+uCzZgycsDGEfyMmSKjS4rNzxjGFk0eI8UEGOmsc+4AaGUo+KezBH5JoIDOeGnJdjS1ljSa + HlBJVNYsoBs9h9GvwWBsJEDLDUVQ1UriTDMJGpZNg4ksDA7rCSrBvEyFX4N2SFpAaKKgpQjUtkqH + LBBJ26iwF86ic0Bh4iiFVeiA/YCmhC81++PhOXQFrBsF6yFk6qL6B3zElvIBfiRUhApiv9B+7qGi + 1ZCiYylxFxau8Ck+1fh2jj8ig2MWj5kNOO76nNYQqVXFqg9YMuhmSIw4x0mFlygkiQlyrxbhKGaI + bLVr0sIg6imMDiyGjuJCNg5BpsKQWi6y13bkipaWjsawpZBTZVDoMZTfS+65/gLNrULzDmMnZee/ + MzvOh6K3BO+/DBi0zMWJIifSwswxYJwDKnacqpiVykeTACcdz33/rSJZuEgWDA5oNFxTpYxNSbbW + dh81depH+dYzVSdUKm181ZfjiSIr3zyqVDXeA8Igw+gwQnV+QC+hg2ZMrMKmBE6kbNd851I4GZLq + ZLGj74pNF7eFD9SNrnZg1tsBjIwhaxmzB+nsUpKShUB7iKcQ/TdGO1cKYwV1NvJ10QMbrdxp1mAo + hqLWgciCY89KLewIIiWdBiVpZVZPzlNWDVjMlBbGDOLYaGnIXmVFIY2RvqED7HtFk4KRMWK3FFe9 + QsJZhQUvi1yq837Mi85eK0JKnU3qUdUH/4rSRfQJPtCEflCsvlkflvUCGU3iJtUXd4FbNhiyO8xz + zBeIOeshyDcRC5/P5uGclSCZnrwefVG8Vl9yDGPj2JzPm0PK5KtI2Ks/kwXLHauzDA6zErmeF43R + aaA7BzyUkVZqViPMcsbpMamBhQ670v1Kbcyc1JN0YihSd0V2Cl5Q+r87GKfHeQicGcuUnCUXqcz1 + hiiUm4Tsi4Aq8Bo7W6uZM/Apw/rkC2cTd96nbgVDZI/xAHp90v4egcE62t7rkEtr2Et8Sr0MM8d0 + PDlAO4lBc9CixuGFKdOiUTljrlSaDV8xWUMrSaeNFgJmdGqjxVeOp4AJo94l5pYX0N4oaPPY98Xc + ONSbwQ/FqRWyh6M11jH2RLONp3IrO1o2UhR7COjZQBvRK1zFtPekf0/TcDbsMWXx/FzsoSPxVJWu + zDDiy7QqTtu2qrNgDovyqvfO9SpGBueTZwGEfVFgVHtXAKr3r6GN4sFgGtFVUFJOGqCzlTKXgYK5 + d5RnbK62hVFHHrURU45juQLADzSRk0FrUIzeVRXtJTqr359bN1EqreoJJ9W2suzYj/N8a+2zG+0s + 4ExGPa5g7TDMDlaNtVKAl6uAR52iQQFRu69mqDgY5bOoZRXTUZ5rfBi93igWZqS8XB1qtfVimUDd + vM5JDssIWEpXc4v146KjssiYtY3lPj1RPEigy/O7fKR2TKjviTA6d7aAIchctb4i/phXvh7fDU66 + IUqT/it01XLg1D+qNiToGyFlGVZl9esFwB/lfTJ+8+RYqWaH/Jjlicrndtd3Nd/q9Cw6rd7ububV + LBndaeH1d7v1CwkfLWVkl86eOCuDpid7Cj29h3C0LGcLF2fH/t9yXspdj86h+3/SnxaMoSGTfRwi + 2TrnXtoW6c/CwZe3HWEuBa8SRb2PP2amqK2w1OLo6mNuVQfCY8t63Roi1xddOzxur9/s7na77Zvt + 6uLrxX8AAAD//wMAakKSDN8OAAA= headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a5276a096225-GRU + - 937f081ccb557dfd-GRU Connection: - keep-alive Content-Encoding: @@ -181,9 +170,15 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:04:26 GMT + - Tue, 29 Apr 2025 13:09:17 GMT Server: - cloudflare + Set-Cookie: + - __cf_bm=PXMmhkaUOeKvNi8mqPGHZG1abyteix2AC3Fx8IbWlcg-1745932157-1.0.1.1-dng9gJXDwluA.vwG1tuvzoEo7J_x6HlJbgTlq27BrX2FoXUxOAs6jFUQQjD.XOa6Ef2si7LopkEGQdQ3cR5VEgmySYlntNpLAme0byjYGG4; + path=/; expires=Tue, 29-Apr-25 13:39:17 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=j1FfFmz8GTth2o80O8kTsyDSBsrxMwY.cZ7ez4N6tMY-1745932157229-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None Transfer-Encoding: - chunked X-Content-Type-Options: @@ -192,10 +187,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '7355' + - '12932' openai-version: - '2020-10-01' strict-transport-security: @@ -207,23 +204,191 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149999708' + - '149999721' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_5536f2a242886d3949f0cdc1628b2996 - http_version: HTTP/1.1 - status_code: 200 + - req_8fe6d5040de09b9e0e8004757a5d88f0 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Electric Bike + Surge**: The demand for electric bicycles (e-bikes) has skyrocketed, with global + sales reaching over 50 million units in 2025. This surge is fueled by increasing + urbanization, eco-consciousness, and government incentives promoting clean transport + solutions.\n\n2. **Smart Bike Technology**: Advances in technology have introduced + smart bicycles equipped with IoT devices for navigation, fitness tracking, and + theft prevention. These bikes can sync with mobile devices, providing real-time + data on performance, location, and even diagnostics.\n\n3. **Sustainable Materials**: + Manufacturers are increasingly adopting sustainable materials in bicycle production, + such as recycled aluminum, carbon fiber composites, and bio-based plastics. + This move is part of a broader effort to reduce the overall environmental impact + of bicycle manufacturing.\n\n4. **Integrated Safety Features**: New bikes are + being designed with integrated safety features such as automatic lights, reflective + decals, and collision sensors that alert riders of potential danger. These innovations + are aimed at reducing accidents and enhancing rider safety.\n\n5. **Cargo and + Utility Bikes Expansion**: The rise of cargo and utility bikes is transforming + urban logistics. With increased capacity and stability, these bikes are being + utilized for last-mile deliveries, making them a popular choice among businesses + looking for sustainable transport options.\n\n6. **E-bike Regulations**: Many + countries have implemented new regulations regarding the use of e-bikes, particularly + concerning speed limits, age restrictions, and helmet mandates. These policies + aim to ensure rider safety while encouraging the adoption of e-bikes for daily + commuting.\n\n7. **Bike-sharing Programs Revamp**: Bike-sharing programs have + evolved significantly, with many cities embracing electric bike-share schemes. + Integration with public transport systems and improved digital platforms for + access and payment have led to increased user engagement and satisfaction.\n\n8. + **Community Cycling Initiatives**: There has been a growth in community-based + cycling initiatives, aimed at promoting cycling as a primary mode of transportation. + Events, workshops, and local advocacy groups are increasingly facilitating this + movement, fostering a culture of cycling in various cities.\n\n9. **Advancements + in Bike Design**: Innovation in bike designs now features aerodynamic frames, + lightweight materials, and customizable geometries for comfort and efficiency. + These enhancements are catering to a wider range of riders, from casual cyclists + to competitive athletes.\n\n10. **Cycling Infrastructure Development**: Cities + worldwide are investing heavily in cycling infrastructure, including protected + bike lanes, parking facilities, and maintenance stations to accommodate the + growing number of cyclists. This investment is essential in making cycling safer + and more accessible for everyone.\n\n Guardrail:\n ensure each + bullet contains its source\n \n Your task:\n - Confirm + if the Task result complies with the guardrail.\n - If not, provide clear + feedback explaining what is wrong (e.g., by how much it violates the rule, or + what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4420' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFNNb9swDL3nVxA6J4WbNsvHbSvQoccNRXdYioCRaJuLInkinTQo+t8H + OW2ddh2wiwHzkY+PfNTjAMCwMwswtka128aPvnwvi/HVYeJviof5+m52rZO5u/txtd58+7o3w1wR + 17/I6kvVmY3bxpNyDEfYJkKlzHo+vZzML8bnk1kHbKMjn8uqRkeXcbTlwKNxMb4cFdPR+ey5uo5s + ScwCfg4AAB67b9YZHD2YBRTDl8iWRLAis3hNAjAp+hwxKMKiGNQMe9DGoBQ66bd1bKtaF3ADIe7B + YoCKdwQIVdYPGGRPCWAZrjmgh8/d/wIelwFgaXbo2S3NAkr0QsNjsCRya7SbHF+a25pAUTaQSFqv + 4CIJhKjQLewAe9YatCaoWkwuIXtYk8VWCEIMBLHs0HXrPSk0kYMK5AmQQ0Y4ZeaGrGbdEttkSc7g + tmYBFkAQrgKXbDEo7Dh6zB4Byrum9NB4tqz+AIl+tySaM1CB0NZv2gMH61tHHXnX72xp8oqeTpec + qGwFs9Gh9f4EwBCidiI6e++fkadXQ32smhTX8q7UlBxY6lUilBiyeaKxMR36NAC47w6nfXMLpklx + 2+hK44a6dtPZ9Mhn+nvt0U+zZ1Cjou/js8lk+AHfypEiezk5PWPR1uT60v5OsXUcT4DBydR/q/mI + +zg5h+p/6HvAWmqU3KpJ5Ni+nbhPS5Sf87/SXrfcCTZCaceWVsqUshOOSmz98ZEZOYjSdlVyqCg1 + iY8vrWxWxcV8PBuPi3lhBk+DPwAAAP//AwAN6kSwdwQAAA== + headers: + CF-RAY: + - 937f08700ff07df8-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:09:19 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + path=/; expires=Tue, 29-Apr-25 13:39:19 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1973' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998937' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_8497076f120068f752029f0192d9f11c + status: + code: 200 + message: OK - request: body: !!binary | - Cs4CCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSpQIKEgoQY3Jld2FpLnRl - bGVtZXRyeRKOAgoQpBIRwGH/fJtGJT1cIWsC5BIIM3YyJZEYUUgqDFRhc2sgQ3JlYXRlZDABOYgb - lILtrgkYQZBnlYLtrgkYSi4KCGNyZXdfa2V5EiIKIDFmMTI4YmRiN2JhYTRiNjc3MTRmMWRhZWRj - MmYzYWI2SjEKB2NyZXdfaWQSJgokMzRiYmM2Y2EtNzJkYi00MDM5LTg0MzMtNTUxZjljZjQzNGE3 - Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf - aWQSJgokMzhjNTU1MjktNzY4MC00Nzk5LWI4N2ItMWYwNjY2MTkwZTY3egIYAYUBAAEAAA== + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQVmS/E0n0S7Y8DVtmF0B/lxIIlpAvJwunBwEqDFRhc2sgQ3JlYXRlZDABOXBP + a/cOzDoYQchYbvcOzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNzYzNGNlMzgtZTUzYi00ZTJjLWJiMWMtMWY3MzdjNTA2Zjk3 + Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tf + aWQSJgokY2RkMTZiNGQtZTMyYS00MjM3LWI5MmUtYjRkYTg1YjQxYTMzSjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokODU2OWUyOWItY2Q4Zi00ZjU4LWE4ZjMtMzBmNTI5NDY1ZmVhSjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokZTk0NzIyOWUtNGY0OS00YTE2LWJjY2MtOWRiNDUxNDYwYjQ1SjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjA5OjA0LjAxMDg1MEo7ChFh + Z2VudF9maW5nZXJwcmludBImCiRhZTM4ODE4MS1hY2QzLTQ5NWUtODg5NS03N2U3YTA5NDViNGZ6 + AhgBhQEAAQAA headers: Accept: - '*/*' @@ -232,11 +397,11 @@ interactions: Connection: - keep-alive Content-Length: - - '337' + - '579' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -248,68 +413,69 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:04:29 GMT + - Tue, 29 Apr 2025 13:09:35 GMT status: code: 200 message: OK - request: - body: '{"messages": [{"role": "system", "content": "You are Bicycles Reporting - Analyst\n. You''re a meticulous analyst with a keen eye for detail. You''re - known for your ability to turn complex data into clear and concise reports, - making it easy for others to understand and act on the information you provide.\n\nYour - personal goal is: Create detailed reports based on Bicycles data analysis and - research findings\n\nTo give my best complete final answer to the task use the - exact following format:\n\nThought: I now can give a great answer\nFinal Answer: - Your final answer must be the great and the most complete as possible, it must - be outcome described.\n\nI MUST use these formats, my job depends on it!"}, - {"role": "user", "content": "\nCurrent Task: Review the context you got and - expand each topic into a full section for a report. Make sure the report is - detailed and contains any and all relevant information.\n\n\nThis is the expect - criteria for your final answer: A fully fledge reports with the mains topics, - each with a full section of information. Formatted as markdown without ''```''\n\nyou - MUST return the actual complete content as the final answer, not a summary.\n\nThis - is the context you''re working with:\n1. **E-Bike Boom**: Electric bikes (e-bikes) - have seen a significant rise in popularity, with industry reports indicating - a projected growth of 60% in sales compared to previous years. Many cities are - paving bike lanes specifically designed for e-bikes to accommodate this surge.\n\n2. - **Sustainability in Manufacturing**: Bicycle manufacturers are increasingly - adopting sustainable practices, such as using recycled materials for frames - and parts, and implementing environmentally friendly production processes. This - shift is driven by consumer demand for greener products.\n\n3. **Smart Bicycles**: - The integration of technology in bicycles has progressed with smart bikes featuring - built-in GPS, automated gear shifting, and performance analytics. These innovations - enhance the cycling experience and cater to data-driven enthusiasts.\n\n4. **Bike - Sharing Programs**: Urban areas are continuing to expand bike-sharing programs, - with some cities introducing electric bike options and introducing smartphone - apps to streamline the renting process, increasing accessibility and convenience - for riders.\n\n5. **Safety Innovations**: Advances in safety technology such - as smart helmets that incorporate lights and indicators, anti-collision systems - using sensor technology, and built-in communication systems to connect with - smartphones are on the rise, aimed at reducing accidents.\n\n6. **Adventure - Cycling Trends**: There is a growing popularity in adventure and gravel cycling, - with more cyclists seeking off-road experiences. This has prompted manufacturers - to develop dedicated bikes that cater to rugged terrains, with features such - as wider tires and durable frames.\n\n7. **Customization and Personalization**: - The market for customizable bicycles is expanding. Consumers are now able to - choose colors, styles, and features that suit their personal preferences, leading - to a more personalized cycling experience.\n\n8. **Communities and Events**: - Cycling communities are thriving globally, with an increase in events such as - group rides, competitive races, and festivals celebrating biking culture. This - fosters social engagement and promotes cycling as a lifestyle.\n\n9. **Cargo - Bikes for Urban Living**: The rise of cargo bikes, particularly in urban environments, - allows for efficient transportation of goods, making them an appealing choice - for small businesses and families. This trend is encouraged by city planners - promoting cycling as an alternative to car deliveries.\n\n10. **Regulatory Changes**: - Governments around the world are increasingly implementing policies to support - cycling infrastructure, such as funding for bike lanes, subsidies for bicycle - purchases, and stricter emissions standards for motor vehicles, making cycling - a more attractive option for commuting.\n\nEach of these points represents the - latest developments in the bicycle industry as we move through 2024, highlighting - advancements in technology, trends in user preferences, and a broader societal - shift towards sustainability and health.\n\nBegin! This is VERY important to - you, use the tools available and give your best Final Answer, your job depends - on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": - false}' + body: '{"messages": [{"role": "system", "content": "You are Bicycles Senior Data + Researcher\n. You''re a seasoned researcher with a knack for uncovering the + latest developments in Bicycles. Known for your ability to find the most relevant + information and present it in a clear and concise manner.\n\nYour personal goal + is: Uncover cutting-edge developments in Bicycles\n\nTo give my best complete + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about Bicycles Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected + criteria for your final answer: A list with 10 bullet points of the most relevant + information about Bicycles\n\nyou MUST return the actual complete content as + the final answer, not a summary.\n\nThis is the context you''re working with:\n### + Previous attempt failed validation: The task result does not comply with the + guardrail because none of the bullet points contain their respective sources. + This is a significant violation as the guardrail explicitly requests that each + bullet point includes a source.\n\n\n### Previous result:\n1. **Electric Bike + Surge**: The demand for electric bicycles (e-bikes) has skyrocketed, with global + sales reaching over 50 million units in 2025. This surge is fueled by increasing + urbanization, eco-consciousness, and government incentives promoting clean transport + solutions.\n\n2. **Smart Bike Technology**: Advances in technology have introduced + smart bicycles equipped with IoT devices for navigation, fitness tracking, and + theft prevention. These bikes can sync with mobile devices, providing real-time + data on performance, location, and even diagnostics.\n\n3. **Sustainable Materials**: + Manufacturers are increasingly adopting sustainable materials in bicycle production, + such as recycled aluminum, carbon fiber composites, and bio-based plastics. + This move is part of a broader effort to reduce the overall environmental impact + of bicycle manufacturing.\n\n4. **Integrated Safety Features**: New bikes are + being designed with integrated safety features such as automatic lights, reflective + decals, and collision sensors that alert riders of potential danger. These innovations + are aimed at reducing accidents and enhancing rider safety.\n\n5. **Cargo and + Utility Bikes Expansion**: The rise of cargo and utility bikes is transforming + urban logistics. With increased capacity and stability, these bikes are being + utilized for last-mile deliveries, making them a popular choice among businesses + looking for sustainable transport options.\n\n6. **E-bike Regulations**: Many + countries have implemented new regulations regarding the use of e-bikes, particularly + concerning speed limits, age restrictions, and helmet mandates. These policies + aim to ensure rider safety while encouraging the adoption of e-bikes for daily + commuting.\n\n7. **Bike-sharing Programs Revamp**: Bike-sharing programs have + evolved significantly, with many cities embracing electric bike-share schemes. + Integration with public transport systems and improved digital platforms for + access and payment have led to increased user engagement and satisfaction.\n\n8. + **Community Cycling Initiatives**: There has been a growth in community-based + cycling initiatives, aimed at promoting cycling as a primary mode of transportation. + Events, workshops, and local advocacy groups are increasingly facilitating this + movement, fostering a culture of cycling in various cities.\n\n9. **Advancements + in Bike Design**: Innovation in bike designs now features aerodynamic frames, + lightweight materials, and customizable geometries for comfort and efficiency. + These enhancements are catering to a wider range of riders, from casual cyclists + to competitive athletes.\n\n10. **Cycling Infrastructure Development**: Cities + worldwide are investing heavily in cycling infrastructure, including protected + bike lanes, parking facilities, and maintenance stations to accommodate the + growing number of cyclists. This investment is essential in making cycling safer + and more accessible for everyone.\n\n\nTry again, making sure to address the + validation error.\n\nBegin! This is VERY important to you, use the tools available + and give your best Final Answer, your job depends on it!\n\nThought:"}], "model": + "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -318,18 +484,18 @@ interactions: connection: - keep-alive content-length: - - '4457' + - '4607' content-type: - application/json cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -337,111 +503,60 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVefbpMLcvelEguI3pyXOpfbaXLGG\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107867,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer \\nFinal - Answer: \\n\\n# Comprehensive Report on the Latest Developments in the Bicycle - Industry (2024)\\n\\n## 1. E-Bike Boom\\nThe popularity of electric bikes (e-bikes) - has surged dramatically in recent years, with industry reports indicating a - projected growth of 60% in sales compared to previous years. This growth can - be attributed to increasing urbanization, the rising need for more sustainable - modes of transport, and technological advancements that have made e-bikes more - accessible and desirable. Cities worldwide are responding to this boom by developing - dedicated bike lanes specifically designed for e-bikes, which not only promotes - safety but also encourages more individuals to consider cycling as a primary - mode of transportation.\\n\\n## 2. Sustainability in Manufacturing\\nIn line - with global trends towards sustainability, bicycle manufacturers are increasingly - adopting eco-friendlier practices. They are utilizing recycled materials for - frames and components and implementing environmentally friendly production processes. - This shift is not just a response to regulatory pressures but also driven by - consumer demand for greener products. Companies that prioritize sustainability - are seeing a competitive edge in an increasingly eco-conscious market, as consumers - are more likely to align their purchases with their values regarding environmental - responsibility.\\n\\n## 3. Smart Bicycles\\nThe integration of technology in - bicycles has advanced significantly, resulting in the emergence of smart bikes. - These bicycles often feature built-in GPS for navigation, automated gear shifting - for smoother rides, and performance analytics that allow users to track their - cycling metrics. Such innovations enhance the overall cycling experience and - cater to performance-focused cyclists who seek data to optimize their rides. - By merging cycling with technology, manufacturers are not only attracting tech - enthusiasts but also making cycling more mainstream.\\n\\n## 4. Bike Sharing - Programs\\nBike-sharing programs are rapidly expanding, particularly in urban - areas. Many cities have started introducing electric bike options within these - programs to meet the growing demand. The introduction of smartphone apps has - streamlined the renting process, increasing accessibility and convenience for - users. This trend not only promotes a healthier lifestyle but also reduces traffic - congestion and environmental impact in densely populated areas, making cycling - a more viable option for commuting.\\n\\n## 5. Safety Innovations\\nRecent advancements - in safety technology are working towards making cycling safer. Innovations such - as smart helmets equipped with lights and turn indicators, anti-collision systems - utilizing sensor technology, and integrated communication systems linking bicycles - with smartphones are increasingly gaining traction. These developments aim to - minimize accidents and enhance the overall sense of security for cyclists, thereby - encouraging more people to take up cycling as a daily activity.\\n\\n## 6. Adventure - Cycling Trends\\nAdventure and gravel cycling are witnessing a renaissance, - with many cyclists seeking off-road experiences that enable a connection with - nature. This trend has led manufacturers to innovate by developing dedicated - bikes suited for rugged terrains, characterized by features like wider tires - and durable frames. As consumers become more adventurous in their hobbies, manufacturers - are recognizing the need to cater to this niche market, fostering the growth - of adventure cycling as a distinct segment in the industry.\\n\\n## 7. Customization - and Personalization\\nThe demand for customizable bicycles is on the rise, allowing - consumers to choose various aspects of their bikes, including colors, styles, - and features. This trend towards personalization is enhancing the cycling experience, - as riders can tailor their bicycles to their preferences. The flourishing market - for custom bikes reflects a broader societal shift towards individuality and - self-expression, as consumers are no longer content with one-size-fits-all solutions.\\n\\n## - 8. Communities and Events\\nCycling communities are thriving worldwide, reflected - in an increase in events such as group rides, competitive races, and festivals - celebrating biking culture. These gatherings not only foster a sense of camaraderie - among cyclists but also promote cycling as a lifestyle choice to the wider community. - The growth of these events is instrumental in building a culture around cycling, - driving advocacy for cycling infrastructure and safety, and ultimately increasing - the number of people who cycle.\\n\\n## 9. Cargo Bikes for Urban Living\\nThe - rise of cargo bikes, especially in urban settings, represents an innovative - solution for transporting goods efficiently while reducing reliance on motor - vehicles. Such bikes serve as an appealing alternative for small businesses - and families alike, allowing for easy deliveries and shopping. City planners - are increasingly promoting cargo bikes within urban transport strategies, recognizing - them as a sustainable option that aligns with broader goals for reducing carbon - footprints and enhancing urban mobility.\\n\\n## 10. Regulatory Changes\\nGovernments - around the globe are progressively enacting regulations to support and grow - cycling infrastructure. Initiatives include funding for bike lanes, subsidies - for bicycle purchases, and stricter emissions standards for cars. These regulatory - changes are making cycling a more attractive option for commuting and are an - acknowledgment of the role that cycling plays in reducing pollution and traffic - congestion. Such policies are instrumental in fostering a cycling-friendly environment - and encouraging more people to adopt biking as a daily mode of transportation.\\n\\nThis - report highlights the most significant developments in the bicycle industry - as we advance through 2024, showcasing the technological breakthroughs, shifts - in user preferences, and an overarching movement toward sustainability and health. - These trends are indicative of a vibrant cycling culture that continues to evolve - to meet the needs of modern society.\",\n \"refusal\": null\n },\n - \ \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n ],\n - \ \"usage\": {\n \"prompt_tokens\": 790,\n \"completion_tokens\": 1022,\n - \ \"total_tokens\": 1812,\n \"prompt_tokens_details\": {\n \"cached_tokens\": - 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n - \ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFdRbxw3Dn7PryD2qTV2A9t1mtRvjetcfbgURZxeW1yKgCNxZhhL4pyk + me2m6H8/UJrZHSd5uBcjWYkc8uPHj9RfTwA2bDfXsDE9ZuMHt3v5pj2/PX/eXHx48/s/fv4x79vb + F//88fVvdHf/UjZbtZDmA5m8WD014gdHmSXUYxMJM6nXi+dXz7775vLi+Xk58GLJqVk35N2V7DwH + 3l2eX17tzp/vLl7M1r2wobS5hv88AQD4q/zVOIOlPzfXUHyVXzylhB1tro+XADZRnP6ywZQ4ZQx5 + sz0dGgmZQgn9DoLswWCAjicChE7DBgxpTxHgXXjFAR18X/5/De/Cu3DxFM7Obh2ZHNnAS34guB9j + R2dn1/C2J7DkMVhoJQIttxo2B+MowVe0a/iB0tfQY4L0cIhiHiiT3cKecw+dkwYdJNTLkdD0HDqQ + iSI8OwfPzrEEGAPnBBzg8vzy2VN423OCpDEAJ2hHcmShOQAHLUJSD2NsMPBH1PpsgYzsjIRkWMYU + KKUtaMidfid4CllNKWSeKMEQxUtWJ8YRBsgRQxokZkjiRnWYnsLZV/cyRkPXcJ8xK+TbEtzXZwrZ + pUJ27zHmitdbMn0QJ91BQfveThgMlYTy8QR6nAg45Ch2NGQhFfsjkvTfkYeBbMXtTt6CpUk5U5AP + OHE3Z9ty1hw1cPPAoavJ5p7aDEOkSROVoDBSIijlKYxIh2Cqdy8NO1o+sFVIJrYKSSR0u8yewGJG + kAADxVai14y24MTMQegn9VNgGbsgKbN5BJtCchPHYPo1cN8U4MaUkQM2juA1ZoqMLilwrzGMLZo8 + RooJMNKq4u4AaGUodUsrB35xoGjPYGo+djQ10DSaHlDJV84soBs9h9FvwWBsJEDLDUXQfpfEmWby + NCy7BhNZGBzO6RViepkKLwctn7SA0ERBSxGobZVGWSCS1lhrUriOzgGFiaMUNqID9gOaYr7E7I/J + c+jWSL6cL7yhjOwolujugh1Tjgf4ifZpjfCVInwXMnVR5QrusaV8gFeECmuB+Sfaz6xQiBtSSC0l + 7sLCPj7Zp2rfzvZHOHHM4jGzAcddn9MWIrUqDyo7lgy6GUcjznHSLk8UksQEuVdFchQzRLZaamlh + EJUwRgcWQ0dxoS+HIFPhXA0X2WsNc4VYQ0dj2FLIqXIy9BjK78X3HP8az5uDcXr+K9GDO6yxe6bY + 3WDspLj6JbPjfCgtnuD2zwGD5rHoYuREGrk5GoyzQQWXU5UW7Z6jZIGTjmc2/VqhLgwnCwYHNGqu + rlLGpjjbKomObXwqWPnWR6q6rATd+drSjieKrCz2qOqg9h4QBhlGhxHqJAL0EjpoxsSqJZTAiZTr + 6m/dYCd51O77RBx/KTm9lhrrZ2T8toyWMiHgDXWjq4Wce/0ARsaQNdhZHHXiaoOQhUB7iCcT/TdG + O+cDY4V+Hj7b0otsND+nXoOhGIpSDEQWHHtWhmJHECnpBCtOK0F7cp6y9p/FTGkh3iCOjYaG7LWl + KaQx0iNWwb5XzCkYGSN2S3BVpySsIiyoWuQSnfdj/qTHtWFjKKmig7dHyF9JVKE6IfpcEVVC7lKP + qhTwc5Quok/whib0g2L76HxYzgvENImbtK25C9yywZC1B+pUKCXhrEmTbyKWNlrN/NkrQTI9eYVq + ERrNtvgYxsaxWc/UQ8rka2+y10FDFix3rCo4OMzaHhUfNEbHmt4c8FDGdolZRTvLqlPGpGIbOuwK + W2rD6JRW/SyjbzWHeoJ/U+xojeKL0uhaiKC0XRThLnBmLFvC3OSRyl7TEIWyS8m+tGwtotrOI8LM + HvjkYXuSqtXGMd9TAYUhssd4AF0glStH0LAmcauTPG1hL/Eh9TLMfNUZ7ADtJAbNQYMahy9MyxaN + NiXmSst5cCleW2gl6dTUQMCMTpW9KNkxC5gw6i410+GRfH4G2412bFzj+53iO69Bvkgzh7op/VDm + jKJ7dxT2OrkfaB5Cqaywx4GDFMUeAno20Eb0imwZOXvSv6cFYB43Y8ri+WPRro7EUxUYJZgRXwZ0 + mRNtq+0dzGFp+Do55ngVToMzSFkAYV8aP+pwUqzq5NpCG8WDwTSiq/ilnNRA1wnKXMYh5t5Rfgzj + MtVfY4cfOTyi58V54eeRlW3ElONYFiP4gSZyMmiYCuNN7de9RGc1xJkIE6VS+J5wUtVRzh6ru/a3 + Vda40c5Skcmo+pZyOAyzttbBUAnFy4LkUdeEoJjpuKoyrVAZ7Q5RMS1yqF2j9mH0umctPEt5Wahq + tHVNT6DTqC4CHJYRtoSuslv3Hy+6CxTBYK10eZ1MFA8S6BFbOR/+hc2C7vrVFKkdE+rLLYzOrQ4w + BJnz0ffaH/PJ38cXmpNuiNKkT0w3LQdO/XvtQQn6GktZhk05/fsJwB/lJTg+etxtVBuG/D7LA5XP + vbh4Uf1tTg/Q0+m3V/M7cZMlozsdXFw9W+weeXxvy9aYVq/JjUHTkz3Znp6eOFqW1cGTVd6fx/Ml + 3zV3Dt3/4/50YAwNmez7IZKtw/lL1yJ9KPT88rUnAP8DAAD//4KEM9jBSsWpRaDeTXxJZmoRKC5S + UtMSS3Mg/WYlSK0Un5YJamoWFGVCOs9pBfEGxpZGFkZGBpYGSly1XAAAAAD//wMAJrQnAEoQAAA= headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a5580add6225-GRU + - 937f08c02dbe7dfe-GRU Connection: - keep-alive Content-Encoding: @@ -449,7 +564,7 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:04:46 GMT + - Tue, 29 Apr 2025 13:09:48 GMT Server: - cloudflare Transfer-Encoding: @@ -460,10 +575,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '18921' + - '18188' openai-version: - '2020-10-01' strict-transport-security: @@ -475,13 +592,429 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149998916' + - '149998889' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_32b801874a2fed46b91251052364ec47 - http_version: HTTP/1.1 - status_code: 200 + - req_1cfe48e3078ac0cd72ccbce88843554c + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Electric Bike + Surge**: The demand for electric bicycles (e-bikes) has skyrocketed, with global + sales reaching over 50 million units in 2025. This surge is fueled by increasing + urbanization, eco-consciousness, and government incentives promoting clean transport + solutions. *(Source: Statista, 2025)*\n\n2. **Smart Bike Technology**: Advances + in technology have introduced smart bicycles equipped with IoT devices for navigation, + fitness tracking, and theft prevention. These bikes can sync with mobile devices, + providing real-time data on performance, location, and even diagnostics. *(Source: + TechCrunch, 2025)*\n\n3. **Sustainable Materials**: Manufacturers are increasingly + adopting sustainable materials in bicycle production, such as recycled aluminum, + carbon fiber composites, and bio-based plastics. This move is part of a broader + effort to reduce the overall environmental impact of bicycle manufacturing. + *(Source: Bicycle Retailer and Industry News, 2025)*\n\n4. **Integrated Safety + Features**: New bikes are being designed with integrated safety features such + as automatic lights, reflective decals, and collision sensors that alert riders + of potential danger. These innovations are aimed at reducing accidents and enhancing + rider safety. *(Source: Cycling Weekly, 2025)*\n\n5. **Cargo and Utility Bikes + Expansion**: The rise of cargo and utility bikes is transforming urban logistics. + With increased capacity and stability, these bikes are being utilized for last-mile + deliveries, making them a popular choice among businesses looking for sustainable + transport options. *(Source: Urban Mobility News, 2025)*\n\n6. **E-bike Regulations**: + Many countries have implemented new regulations regarding the use of e-bikes, + particularly concerning speed limits, age restrictions, and helmet mandates. + These policies aim to ensure rider safety while encouraging the adoption of + e-bikes for daily commuting. *(Source: International Transport Forum, 2025)*\n\n7. + **Bike-sharing Programs Revamp**: Bike-sharing programs have evolved significantly, + with many cities embracing electric bike-share schemes. Integration with public + transport systems and improved digital platforms for access and payment have + led to increased user engagement and satisfaction. *(Source: The Verge, 2025)*\n\n8. + **Community Cycling Initiatives**: There has been a growth in community-based + cycling initiatives, aimed at promoting cycling as a primary mode of transportation. + Events, workshops, and local advocacy groups are increasingly facilitating this + movement, fostering a culture of cycling in various cities. *(Source: Community + Cycling Center, 2025)*\n\n9. **Advancements in Bike Design**: Innovation in + bike designs now features aerodynamic frames, lightweight materials, and customizable + geometries for comfort and efficiency. These enhancements are catering to a + wider range of riders, from casual cyclists to competitive athletes. *(Source: + Bicycle Magazine, 2025)*\n\n10. **Cycling Infrastructure Development**: Cities + worldwide are investing heavily in cycling infrastructure, including protected + bike lanes, parking facilities, and maintenance stations to accommodate the + growing number of cyclists. This investment is essential in making cycling safer + and more accessible for everyone. *(Source: CityLab, 2025)*\n\n Guardrail:\n ensure + each bullet contains its source\n \n Your task:\n - Confirm + if the Task result complies with the guardrail.\n - If not, provide clear + feedback explaining what is wrong (e.g., by how much it violates the rule, or + what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4780' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJLBbtswDIbvfgpC53hwnGRJfGsHDBiGXbodWiyFoUi0zUWWBElONwR5 + 90F2GrtdB/RiwPz4U/xJnhIARpIVwETDg2itSm/vqkxSgw8Ph9Wn9pvfr83Hm/vv9ivdr+/YLCrM + /heK8Kz6IExrFQYyesDCIQ8Yq87Xy9V2kc+3qx60RqKKstqGdGnSljSleZYv02ydzjcXdWNIoGcF + /EwAAE79N/apJf5mBWSz50iL3vMaWXFNAmDOqBhh3HvygevAZiMURgfUfes/GtPVTSjgC2jzBIJr + qOmIwKGO/QPX/gkdwE5/Js0V3PT/BZx2GmDHjlyR3LECgutwNsQqRLnn4hDDulNqp8/Txx1Wnefq + AieAa20CjwPsbT9eyPlqVJnaOrP3r6SsIk2+KR1yb3Q05YOxrKfnBOCxH2j3YkbMOtPaUAZzwP65 + bbYc6rFxjyPNNxcYTOBqolrkszfqlRIDJ+UnK2GCiwblKB33xztJZgKSiet/u3mr9uCcdP2e8iMQ + Am1AWVqHksRLx2Oaw3jm/0u7TrlvmHl0RxJYBkIXNyGx4p0ajo/5Pz5gW1aka3TW0XCBlS2zxTbf + 5Hm2zVhyTv4CAAD//wMAPb6Bm48DAAA= + headers: + CF-RAY: + - 937f09331cca7dfe-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:09:57 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '3198' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998847' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_4ba71a68b5c292173e22dc1c432344fc + status: + code: 200 + message: OK +- request: + body: !!binary | + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQq90ZWVKVJ3gYmi87U1ZJ1hIILdj9qwI1mwIqDFRhc2sgQ3JlYXRlZDABORCm + PH0WzDoYQYA0Pn0WzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNzYzNGNlMzgtZTUzYi00ZTJjLWJiMWMtMWY3MzdjNTA2Zjk3 + Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf + aWQSJgokOTMyZWU5YzMtZDNiNy00ZDJiLTg2NDYtYjhhZmVlMTgxNGNlSjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokODU2OWUyOWItY2Q4Zi00ZjU4LWE4ZjMtMzBmNTI5NDY1ZmVhSjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokYmE2Zjc5NDMtMjBmNC00ZjZmLTk0NDItYzQ2ZTFkNjkxOGE4SjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjA5OjA0LjAxMDg5OUo7ChFh + Z2VudF9maW5nZXJwcmludBImCiQ0NDg0ZGQwYS00MDgyLTRmZmEtYmIwZS05NmEwZWYyYTQ1NDh6 + AhgBhQEAAQAA + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '579' + Content-Type: + - application/x-protobuf + User-Agent: + - OTel-OTLP-Exporter-Python/1.31.1 + method: POST + uri: https://telemetry.crewai.com:4319/v1/traces + response: + body: + string: "\n\0" + headers: + Content-Length: + - '2' + Content-Type: + - application/x-protobuf + Date: + - Tue, 29 Apr 2025 13:10:05 GMT + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Bicycles Reporting + Analyst\n. You''re a meticulous analyst with a keen eye for detail. You''re + known for your ability to turn complex data into clear and concise reports, + making it easy for others to understand and act on the information you provide.\n\nYour + personal goal is: Create detailed reports based on Bicycles data analysis and + research findings\n\nTo give my best complete final answer to the task respond + using the exact following format:\n\nThought: I now can give a great answer\nFinal + Answer: Your final answer must be the great and the most complete as possible, + it must be outcome described.\n\nI MUST use these formats, my job depends on + it!"}, {"role": "user", "content": "\nCurrent Task: Review the context you got + and expand each topic into a full section for a report. Make sure the report + is detailed and contains any and all relevant information.\n\n\nThis is the + expected criteria for your final answer: A fully fledge reports with the mains + topics, each with a full section of information. Formatted as markdown without + ''```''\n\nyou MUST return the actual complete content as the final answer, + not a summary.\n\nThis is the context you''re working with:\n1. **Electric Bike + Surge**: The demand for electric bicycles (e-bikes) has skyrocketed, with global + sales reaching over 50 million units in 2025. This surge is fueled by increasing + urbanization, eco-consciousness, and government incentives promoting clean transport + solutions. *(Source: Statista, 2025)*\n\n2. **Smart Bike Technology**: Advances + in technology have introduced smart bicycles equipped with IoT devices for navigation, + fitness tracking, and theft prevention. These bikes can sync with mobile devices, + providing real-time data on performance, location, and even diagnostics. *(Source: + TechCrunch, 2025)*\n\n3. **Sustainable Materials**: Manufacturers are increasingly + adopting sustainable materials in bicycle production, such as recycled aluminum, + carbon fiber composites, and bio-based plastics. This move is part of a broader + effort to reduce the overall environmental impact of bicycle manufacturing. + *(Source: Bicycle Retailer and Industry News, 2025)*\n\n4. **Integrated Safety + Features**: New bikes are being designed with integrated safety features such + as automatic lights, reflective decals, and collision sensors that alert riders + of potential danger. These innovations are aimed at reducing accidents and enhancing + rider safety. *(Source: Cycling Weekly, 2025)*\n\n5. **Cargo and Utility Bikes + Expansion**: The rise of cargo and utility bikes is transforming urban logistics. + With increased capacity and stability, these bikes are being utilized for last-mile + deliveries, making them a popular choice among businesses looking for sustainable + transport options. *(Source: Urban Mobility News, 2025)*\n\n6. **E-bike Regulations**: + Many countries have implemented new regulations regarding the use of e-bikes, + particularly concerning speed limits, age restrictions, and helmet mandates. + These policies aim to ensure rider safety while encouraging the adoption of + e-bikes for daily commuting. *(Source: International Transport Forum, 2025)*\n\n7. + **Bike-sharing Programs Revamp**: Bike-sharing programs have evolved significantly, + with many cities embracing electric bike-share schemes. Integration with public + transport systems and improved digital platforms for access and payment have + led to increased user engagement and satisfaction. *(Source: The Verge, 2025)*\n\n8. + **Community Cycling Initiatives**: There has been a growth in community-based + cycling initiatives, aimed at promoting cycling as a primary mode of transportation. + Events, workshops, and local advocacy groups are increasingly facilitating this + movement, fostering a culture of cycling in various cities. *(Source: Community + Cycling Center, 2025)*\n\n9. **Advancements in Bike Design**: Innovation in + bike designs now features aerodynamic frames, lightweight materials, and customizable + geometries for comfort and efficiency. These enhancements are catering to a + wider range of riders, from casual cyclists to competitive athletes. *(Source: + Bicycle Magazine, 2025)*\n\n10. **Cycling Infrastructure Development**: Cities + worldwide are investing heavily in cycling infrastructure, including protected + bike lanes, parking facilities, and maintenance stations to accommodate the + growing number of cyclists. This investment is essential in making cycling safer + and more accessible for everyone. *(Source: CityLab, 2025)*\n\nBegin! This is + VERY important to you, use the tools available and give your best Final Answer, + your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4728' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFndjhzHrb7XUxCTGzvYHazW9tFPrizFDoRYQSDJCQ7OBgKnmt1NT3Wx + XVU9q1Fg4DxEnjBPckBW9c+sNsC5WUHT3VUs8uPHj6x/PgHYcbN7CTvXY3bD6K9fvWtvjr+Gw5// + +++v/+ze3JzH5tmfJkpjn3/6tLvSL+TwC7k8f7V3MoyeMksoj10kzKSrPn327Xcvvrm9vbm1B4M0 + 5PWzbszX38r1wIGvb29uv72+eXb99Hn9uhd2lHYv4X+eAAD80/6qnaGhT7uXcHM1/zJQStjR7uXy + EsAuitdfdpgSp4wh767Wh05CpmCmv4Eg9+AwQMcnAoROzQYM6Z4iwF34kQN6+N7+/xLuwl34Hbxi + d3ae4E1oppTjGd7RKDHD7c3td/bG7+DpHn7w5HJkB6/4SPB+ih3dhQ89QeflgB4GjEfK0EoEml89 + lJUTfEXXBz5S+hp6TECfRopMwVEDGGAKYyRHDYVMDSRd+QruOfeQUD8eo2hoqIEsQJ8cUQPf3cDA + 3rPo55wTHM5m7x4+9JyAg8YrEbB+zgNG9mdoIp8o6KuJThTRg5Nwothx6KBFlyWml5B7gshJf8uR + QgPSwhQPGPgzKh6u4L6nSDBIJBhJRk+AkSCSF4fZvhNwnJkS5B4ztHiSCIoodBk8nzh0f4Auyr2+ + TE6unYTkWKYUKCXAQUKntqVpoJjgvhdIREdIU8rIAQ9et28oqW05YkgasD8AhgY6OVEMA4WsXqCQ + +UQJkAd1dlZnDmJGOk8Y1q8hiZ/0fGkP36dyunqISE66wJ/JfBOoRMJN8QCj+PKV7Z0jti07Nb2j + VJxVIw80UOwIMAGaK8h7tQJ9phhQrTTsjBSTKEYHObDnfN7D3zCqazYnS+Zw9EmANU31N11sFM9O + LVZj0nRI3FgQBLxoAqj5B4yR1asKJrMNsJGxGNtOMfeksQo58mGao6kfpuM5ijuS/dbQgKHZw++/ + ei9TdPQS3mfMmptXhsOvf18z53YP7weMuaTNB3J9EC/dueQOh0xdNFhZKJfH+kTW/NGs6Qy8kROp + RckWNddeAf068ThSU7LmTVCXUtYVP/QcugRfvZEPX0NDJ2WhAkoKPQZXQqq7GBSXxNQ8okSrBS1h + nhQSOKIFRh2bJtdrRP/01/cQ8MRdTZCWswE5R3RHDt2VBQSbE1rO555aRSKdNG4SIJ1TpiHt4eek + kVH+GpEtXhxXG+x0hgtazlJyMRL668wDQYMZQYLiqJU42BEHUjZKV1ASVMIDw9QOaBi7ICmzA/QU + Z4ydkL3lG+ZqTsuho5h5TJVslqixQz+f0hIwSAYJ/lyzToFZEkvjHtEZ6s2C0KGx0JeRgMOUC9Qp + OJkidpRgShXBA3JQSlhcpal2oJwN7VGmrgcJneiagwTOEi3rNBx2yi2EFZ2v4xRc/wDE3+zh/YZ6 + 3mKmyOjTXVh+tlxVuj2Qk8H2AGUfZdnc06BnniMJA4ZJ+XaKFgOLq9FjUFRV8ubQ+TPkKYaahEqU + rTql8WcYZhsMqeoQhXsk20APNw0cpuEKHMaDBGj5QIWDJXHWpFEfHFiuD5iogdGjxj7pESTMRcD4 + arVWne5FjuZ5DjzMnEjhxFGMm9ArJynRa0JbVMYozeTyjJfUc5t1nwUeCJHSKKGk9kz8lWSMFrtI + FChCIaq0giJSq9VWkXWIgk055MDZAIguSlKPWmUvXHiPsUkXpWQ0KDoqzL8lBF1K6+u5hJVqXTgG + uffUdFQy4yBTfsQNrUgeIwfzxOyDqwfu1NpGwyGio8vyNsfX0tDzkRQMAp2CvVaQzJZAasgWxrOe + eUcZ2VO0SC/i5i90nx7A+9u9caYSMTXwHlvKZ/ixEJ5ivPygUgIjDjJZabUDN5S4M+oOdL8QVUX0 + 5UE5OImjxKIQeN0vleUrwW5KdaRmcpZJznFTyp5xhRK3/h5Zw12+1yMEOWGBx0zMOGUZUDnNc9er + 9yte1G8NOfQ1EZx4z8m4mEKSWNx+ILN1LrHUqPZhXVq5o+xvGmQUVaCMHnr8bPjisJLyXEw21FjW + V+dxyw6LR1dtomfS5a2oz+i8AkojOUbvtT4WUbbF3FwNavIe1bLVd5yg566nuIcfSu1bfL8yOCVw + MvkGPKGpHCxhsKrBYU6M60jegsfhl0nzSmF93BJ4JXocR0L7oWRu0TiLt4oHt+B9Xb//O9HRnx8A + 9bs9vMbYiYXs51w495Vx/g+fRgwawCIsim88hiY5HE0H35eiXIwz2WcF0qwyvGYTJEU4N1ae0VsF + klZZtG471W2t1MyRjXKYUl4rtQVXY6XB1XCVRJkVCs3+VzXhdDUTbLmWkcWZWjiAGzIyiaAUfT2U + 6u/5pAUy7eHVlFgPVredxWr9frG3sLFJmqMVGUDXM50MbpdVrBPlnftedzKSTTkSDp5DkX62txV1 + Z/uWEkRzBMpWSvTUFRbWNQaO0fJqEf4Lz4+RWormamuftnVOQVkK06LPr/QgkQ5nsFrGYmaVCJXD + mcgeZZw8Rii9p6281litYrWsbgsZx6VezuR9gc6fDVZvqzR/jEv/aw8/FFX9jrrJFz66C7WuVMFd + e0V1RCkIZ826UCpUjydlHjI+qBqJw6XQj+vapgxCUm16EOsZLaUVULWostaTSZvq/dYoyOexorMV + N1nZRwVtXvkzjdrseB5YuRM7hZcWUldWUJ+WFC4s2pMfKOuBGsxbKh84mzg20k5HjVASx0YhJSOK + Y6qVJanWbkZ1d5yU+Uwz/KK5ZkQSJSuZz7UgXa3CQJ8v7YUqyusZ+LWfmeXC0gEWKiAnRY4vzpJ4 + hjbiQPcSj0Wdt+gUAZhJCZbGbDpbXbASyNxVQSy+qE3tMExZq8ZBOTxl9lVohFZ52tFcWi/i6HnO + TWnnk2xxWVoeOwB6+LD0tD9KVA14gdBne6PM69SjaeG/RukiDgne0QmH8S5cPB3npxqEKTQUi5jG + i+J1Sadr/T/PLbSOZS6isY5ItkHR9sITadK9lYaitiUdq5gaPWbdoBjCwxjlVLWBdVpS2S1RPJVi + aW9YBS3dQpmoKI/pByOejZsGyr00RVnUvkFsNuI3PcisXOlUOUjryapDdP3SwpS2x8hcu2FVP+YP + HfpsT7y4NzntDVRDtCrUykAmsK6yKZilmhXs6FeFmitxzURPbunBFvIqzPywyy7ZNQfW/DJOB8/u + YS7UvnQZC7SSDLsIw+QzD9Jod7OgjUMbMeU4meab2+ylaVukgS5wYpO565nKcS/asZ7gb2TTsAsA + P9/D60WXz3rhTeDMNkZJRQEMcirRmBX/FwKlDMbONkm6GCThHGIV26Vz1JWmYWkpl76gdk+87r6H + n6T2weLQnZXlp7HAVmKHtTRb719gZ7TSy1gHE7VXng29Aqe+PpW8QfvfY96NlKrQ0xaqF9lOLxTS + WtnS6jr+D3rhQIFanSiq6ikm/Pt//7W0aka7/TkZznpCn/sHnJtTrcsnWjrB8MhorDThHOHXCcug + q9D+xpdm4MnyX7WnznIr90yjBsq6n1X/lhqvNqelV0jWYxdvzaGfezlUSdtFZBVmo86TpIUGdVTq + uTUmPtXZW8nARFkNuBSsX0DxtbYK8QFoX+zh+63851AmYn80YXgX3pEz6njwjlXF2mVZGbS2sAgX + hHtrgDBGPC/hSlqpraBbVn1Z05GiNOeAQxkJaV90T/p37TlrTzSlLAN/tkTtSGyMpAB/e9HYGR+H + kwbVGjtFImHUzUKjcyryMtZMLDGcNagFZUGWDRYeNA2GrHnUqQyhQq1MBEjhpOx8rg3c0ErMM4iq + wl5bLQ0vOxWE/lwxbnpiloVzM42595SLhrwn7/Vfh2lampWrB6AyLVqye5ybT67D+oZbE7Z5I3HT + FaQjew9ePVNdXVs9J6HhOoNWDtMxLAfde6080hZQbGalaSQ8zjVwkdc2Y6OUN22bHsZEIoInNs1o + AnPuQFDLp+HdePCxocJb7PAzh4ec/PRmv6HiizLwxxUBd+GDzLlbyEYvO4p+D9OgE6oLGLuZpmQK + TTmcl0PxdqXzyxZaUbjkznzoy7K0V8Hzi2UEh5P4Ux0BG7kU/1ZZSU3xtMdgUSM3FSAd631JHQOX + ENokkoIJwVRKiD7xfu39TKmvU+eNwisqhleNV23XuaPrHxbW7TmLNuZsfMyhlugy47zgxjIaWHyi + 3RmFUott2qBm/Mei/P3MgKPHEDTrL+9EeLC6WZtldLqCNIWt13Dek4ln1VXO2CARFc2jKKdmm7Ub + JzyqK4wIF8xrepgc1MuZtNxYbS5RNoTN+fwTHrYANnGnLBCpp5CUB2K5A6TgcEzaBVCdDM6+trux + UmVcj1rUIPU4LmW05gvPczfjE1MliyJRA65sKGMsXByu2871uUw+5T73tbeYJ1wm2qxR4ASVzBWg + WeJ+ezUaqZ0S6vVsmLzfPMAQpIJUL2X/UZ/8tlzDeunGKIf04NNdy4FT/1F7HAl65ZqyjDt7+tsT + gH/Yde90cYO7U0Uz5o9ZjmTbPX/xTVlvt94yr0+f3j6vt8G7LBn9+uT26bP5w4slPzY26UybO+Od + Q9dTs367XjDj1LBsHjzZHPxLgx5buxyeQ/f/WX59YI0iNR/HSE3poB97LVK57H38tcXRZvCudjsf + M1PUYDTU4uTL7fiuqPeP5b7G2gF9pR0/3nzz4vb57e3Ni5vdk9+e/B8AAAD//wMAgIQv/DAgAAA= + headers: + CF-RAY: + - 937f0989deaa7dfe-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:10:28 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '26150' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998858' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_0fb5b2ae099cc2b8d2594d15f01903f1 + status: + code: 200 + message: OK version: 1 diff --git a/tests/cassettes/test_before_kickoff_modification.yaml b/tests/cassettes/test_before_kickoff_modification.yaml index f1f60ea55..e4c109d47 100644 --- a/tests/cassettes/test_before_kickoff_modification.yaml +++ b/tests/cassettes/test_before_kickoff_modification.yaml @@ -1,40 +1,47 @@ interactions: - request: body: !!binary | - CusOCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSwg4KEgoQY3Jld2FpLnRl - bGVtZXRyeRKaDAoQFHOMv8VK3fCTALziX07PIRIIN6Cmi+pyjGkqDENyZXcgQ3JlYXRlZDABORgw - kr/lrgkYQWDinL/lrgkYShoKDmNyZXdhaV92ZXJzaW9uEggKBjAuODAuMEoaCg5weXRob25fdmVy - c2lvbhIICgYzLjEyLjdKLgoIY3Jld19rZXkSIgogMWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMy - ZjNhYjZKMQoHY3Jld19pZBImCiQ5MWYxYTY2OC05Y2MwLTQxODctYWZmOS03NzJkNzZlMzg3NDlK - HAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRpYWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNyZXdf - bnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3X251bWJlcl9vZl9hZ2VudHMSAhgCSrQFCgtjcmV3 - X2FnZW50cxKkBQqhBVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIs - ICJpZCI6ICIxNDFhOGY2NS0zODRjLTQxMDMtODgwZS02ODMzNTQ0NmVkN2YiLCAicm9sZSI6ICJ7 - dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJib3NlPyI6IHRydWUsICJtYXhf - aXRlciI6IDIwLCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xsbSI6ICIiLCAi - bGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93 - X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25h - bWVzIjogW119LCB7ImtleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJp - ZCI6ICI5YWFkMWUxMi00MTgxLTQ5NTctYmNlNS01ZWNhODg2YjMxYWYiLCAicm9sZSI6ICJ7dG9w - aWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAidmVyYm9zZT8iOiB0cnVlLCAibWF4X2l0ZXIiOiAy - MCwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJn - cHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4 - ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtd - fV1KkwQKCmNyZXdfdGFza3MShAQKgQRbeyJrZXkiOiAiNmFmYzRiMzk2MjU5ZmJiNzY4MWY1NmM3 - NzU1Y2M5MzciLCAiaWQiOiAiNTI5YmU1NTMtM2Y3Mi00YTU2LWFhNWItYWE0ZTZmMzhlOWJhIiwg - ImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRf - cm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAi - NzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsi - a2V5IjogImIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3IiwgImlkIjogImI2NzQyNmI0 - LTM2NTAtNDY5MS1iYTU4LWYwZTRmOWM0NTk3YyIsICJhc3luY19leGVjdXRpb24/IjogZmFsc2Us - ICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcg - QW5hbHlzdFxuIiwgImFnZW50X2tleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1 - MyIsICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEAAQAAEo4CChBM7T06NWnnx9b1Sl8dbVH+Eghz - 9rR/8DUNEioMVGFzayBDcmVhdGVkMAE5yJqzv+WuCRhBqEa0v+WuCRhKLgoIY3Jld19rZXkSIgog - MWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMyZjNhYjZKMQoHY3Jld19pZBImCiQ5MWYxYTY2OC05 - Y2MwLTQxODctYWZmOS03NzJkNzZlMzg3NDlKLgoIdGFza19rZXkSIgogNmFmYzRiMzk2MjU5ZmJi - NzY4MWY1NmM3NzU1Y2M5MzdKMQoHdGFza19pZBImCiQ1MjliZTU1My0zZjcyLTRhNTYtYWE1Yi1h - YTRlNmYzOGU5YmF6AhgBhQEAAQAA + CvIRCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSyREKEgoQY3Jld2FpLnRl + bGVtZXRyeRKvDQoQ6xmayLtwYR9Iie+B/MPXMxIIERbqwhxbLd0qDENyZXcgQ3JlYXRlZDABOfhO + EycjzDoYQfgSHScjzDoYShsKDmNyZXdhaV92ZXJzaW9uEgkKBzAuMTE3LjFKGgoOcHl0aG9uX3Zl + cnNpb24SCAoGMy4xMi45Si4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNDNjNjkyMWUtOWY2My00MTJiLTk5NTktN2E4MmFhYTdhM2U3 + ShwKDGNyZXdfcHJvY2VzcxIMCgpzZXF1ZW50aWFsShEKC2NyZXdfbWVtb3J5EgIQAEoaChRjcmV3 + X251bWJlcl9vZl90YXNrcxICGAJKGwoVY3Jld19udW1iZXJfb2ZfYWdlbnRzEgIYAko6ChBjcmV3 + X2ZpbmdlcnByaW50EiYKJGRiM2Y4ZjU1LTdhNDQtNDBkMy1iODZmLWIzODdkOTM4NmQ4M0o7Chtj + cmV3X2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDoxMDo1Ni45MDk1MjRK + zwUKC2NyZXdfYWdlbnRzEr8FCrwFW3sia2V5IjogIjczYzM0OWM5M2MxNjNiNWQ0ZGY5OGE2NGZh + YzFjNDMwIiwgImlkIjogIjAzZTAzYjc2LWFjN2YtNDBkNC1iNDc0LWM5NTFhNDI0YzM2MCIsICJy + b2xlIjogInt0b3BpY30gU2VuaW9yIERhdGEgUmVzZWFyY2hlclxuIiwgInZlcmJvc2U/IjogdHJ1 + ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdfbGxt + IjogIm9wZW5haS9tb2RlbF9uYW1lIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9u + X2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9y + ZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiMTA0ZmUwNjU5ZTEw + YjQyNmNmODhmMDI0ZmI1NzE1NTMiLCAiaWQiOiAiOWI4MmVlYTMtZDMyNi00OTAxLWJhODQtOTE2 + NmNiMmQ1ZGUyIiwgInJvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgInZlcmJv + c2U/IjogdHJ1ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2Nh + bGxpbmdfbGxtIjogIm9ubGluZV9sbG0iLCAibGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRp + b25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4 + X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25hbWVzIjogW119XUqTBAoKY3Jld190YXNrcxKEBAqB + BFt7ImtleSI6ICIwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1MyIsICJpZCI6ICIzMWMz + NmE4ZS1jNGExLTQ0NTAtYTE5YS05NGI2NWMxZjg1NjIiLCAiYXN5bmNfZXhlY3V0aW9uPyI6IGZh + bHNlLCAiaHVtYW5faW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gU2VuaW9y + IERhdGEgUmVzZWFyY2hlclxuIiwgImFnZW50X2tleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThh + NjRmYWMxYzQzMCIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiYjE3YjE4OGRiZjE0Zjkz + YTk4ZTViOTVhYWQzNjc1NzciLCAiaWQiOiAiMDQ2NThmY2UtNWRlZi00NmFiLTk0ZjQtNmU4ZGVk + ODhkMTNmIiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNl + LCAiYWdlbnRfcm9sZSI6ICJ7dG9waWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAiYWdlbnRfa2V5 + IjogIjEwNGZlMDY1OWUxMGI0MjZjZjg4ZjAyNGZiNTcxNTUzIiwgInRvb2xzX25hbWVzIjogW119 + XXoCGAGFAQABAAASgAQKEECaYvI4s0SP0iT+SB4tiI8SCLx9uH6FR+VQKgxUYXNrIENyZWF0ZWQw + ATmobCwnI8w6GEGo6SwnI8w6GEouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5 + Y2ZiZDMyMWRhZEoxCgdjcmV3X2lkEiYKJDQzYzY5MjFlLTlmNjMtNDEyYi05OTU5LTdhODJhYWE3 + YTNlN0ouCgh0YXNrX2tleRIiCiAwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1M0oxCgd0 + YXNrX2lkEiYKJDMxYzM2YThlLWM0YTEtNDQ1MC1hMTlhLTk0YjY1YzFmODU2Mko6ChBjcmV3X2Zp + bmdlcnByaW50EiYKJGRiM2Y4ZjU1LTdhNDQtNDBkMy1iODZmLWIzODdkOTM4NmQ4M0o6ChB0YXNr + X2ZpbmdlcnByaW50EiYKJGZjOGYzZDU1LTVhNjQtNGQyZi1hNjZlLTc4YzUzN2I4Y2FlZEo7Cht0 + YXNrX2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDoxMDo1Ni45MDk0NTRK + OwoRYWdlbnRfZmluZ2VycHJpbnQSJgokOGM1OGI5MTAtZTkxOC00YjYxLWFkMjMtNmQwMzBlOTgy + OWQ5egIYAYUBAAEAAA== headers: Accept: - '*/*' @@ -43,11 +50,11 @@ interactions: Connection: - keep-alive Content-Length: - - '1902' + - '2293' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -59,7 +66,7 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:03:59 GMT + - Tue, 29 Apr 2025 13:10:58 GMT status: code: 200 message: OK @@ -69,17 +76,17 @@ interactions: latest developments in Bicycles. Known for your ability to find the most relevant information and present it in a clear and concise manner.\n\nYour personal goal is: Uncover cutting-edge developments in Bicycles\n\nTo give my best complete - final answer to the task use the exact following format:\n\nThought: I now can - give a great answer\nFinal Answer: Your final answer must be the great and the - most complete as possible, it must be outcome described.\n\nI MUST use these - formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task: - Conduct a thorough research about Bicycles Make sure you find any interesting - and relevant information given the current year is 2024.\n\n\nThis is the expect + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about Bicycles Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected criteria for your final answer: A list with 10 bullet points of the most relevant information about Bicycles\n\nyou MUST return the actual complete content as the final answer, not a summary.\n\nBegin! This is VERY important to you, use the tools available and give your best Final Answer, your job depends on it!\n\nThought:"}], - "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": false}' + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -88,15 +95,15 @@ interactions: connection: - keep-alive content-length: - - '1260' + - '1255' content-type: - application/json host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -104,74 +111,56 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVef48hbtmEEfHJzc9KI6SOG72L6j\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107834,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer. \\nFinal - Answer: \\n\\n1. **E-Bike Market Growth**: The e-bike market has experienced - unprecedented growth, with sales increasing by over 45% in 2023 compared to - the previous year, driven by rising fuel prices and increased urbanization. - For 2024, predictions suggest this trend will continue as more consumers seek - sustainable transportation options.\\n\\n2. **Smart Technology Integration**: - Bicycle manufacturers are increasingly integrating smart technology into their - models. Features like GPS navigation, smartphone connectivity, anti-theft alarms, - and fitness tracking are becoming standard, enhancing the cycling experience - while providing riders with valuable data.\\n\\n3. **Sustainable Materials**: - Many companies are now focusing on using sustainable and eco-friendly materials - for bicycle production, with significant advancements in recycled aluminum and - carbon fiber technologies. This approach not only reduces environmental impact - but also appeals to eco-conscious consumers.\\n\\n4. **Urban Infrastructure - Improvements**: Cities worldwide are investing heavily in improving cycling - infrastructure, including the addition of dedicated bike lanes, bike-sharing - programs, and parking facilities, aiming to promote cycling as a primary mode - of transport and improve safety for cyclists.\\n\\n5. **Global Cycling Tourism - Increase**: Cycling tourism has seen a surge in popularity, with destinations - specifically catering to cyclists emerging across Europe, North America, and - Asia. This trend encourages eco-friendly travel options and boosts local economies, - offering curated cycling paths and accommodations.\\n\\n6. **Bike Repair & Maintenance - Innovations**: Innovative solutions like mobile bike repair services and self-service - bike repair stations are becoming more common, addressing the maintenance needs - of cyclists and reducing barriers to cycling.\\n\\n7. **Safety Innovations**: - The development of safety features such as automatic lights that respond to - ambient light, integrated turn signals in helmets, and advanced brake systems - have become essential selling points for new bikes, increasing rider visibility - and safety.\\n\\n8. **Performance Enhancements**: Advances in bike design and - materials, such as lightweight titanium and carbon fiber frames, have enhanced - performance for competitive cyclists. Additionally, innovations in gear shifting - and suspension systems are improving efficiency and comfort.\\n\\n9. **Inclusivity - in Cycling**: An increasing number of brands are focusing on inclusivity, producing - step-through frames and bikes tailored for various body types and abilities, - thus promoting cycling for people of all ages and physical conditions.\\n\\n10. - **Data Analytics for Cycling Trends**: The use of data analytics to study cycling - patterns has increased, helping cities and businesses understand cycling behaviors - and improve services. Insights gathered are being used to optimize bike-sharing - programs and enhance cycling infrastructure strategically.\\n\\nThis comprehensive - understanding highlights the diverse and exciting developments in the bicycle - industry, reflective of the shifting trends and technological advancements as - we move through 2024.\",\n \"refusal\": null\n },\n \"logprobs\": - null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 237,\n \"completion_tokens\": 540,\n \"total_tokens\": 777,\n \"prompt_tokens_details\": - {\n \"cached_tokens\": 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": - {\n \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFdRbxvJDX73ryD01AaSIct2HfstcdI26KUILjlcgeZgUDPcXdazwwVn + VopyyH8vOLMrKdc89MWQxRkOye/jR+r3C4AF+8UDLFyH2fVDWL3+ubnyw80Wu939P1Lbv7/fxV9+ + /vWn4V+3u81iaTdk+x9yeb516aQfAmWWWM1OCTOZ16u7m9v7683m9q4YevEU7Fo75NWNrHqOvNqs + Nzer9d3q6uV0uxN2lBYP8O8LAIDfy1+LM3r6sniA9XL+pqeUsKXFw/EQwEIl2DcLTIlTxpgXy5PR + ScwUS+jvIMoeHEZoeUeA0FrYgDHtSQE+x79yxACvyv8P9sXVJbx48TaQy8oOXvMzwSsvgyUOH0dt + 6cWLB/jUEQwyjAGV8wGkAZpvbPmZEvyJVuXDn8GC4ThSgiygnGgJe84dJAyUgCNs1ptbGFSs2uTt + VBp1wJQgK3q2hzHAlt3BTTd6jAcYdYv2UZ8pp0t4W98DVIItOek5toDwTAdo0GVRu5gVYxpEM5Z0 + MIHjzJSgETcmkAhKfnR21aFuJUIjkgflmNPl5/g5bqw4H3vUDK+ngKwc72KmVjHbxXfyCTK5LkqQ + 9rCEVE4fwzc4pGlI4W8fPlpA7plju4TtyCGvOELDOVJNfjJh9JA7ajIMSjuKJfaGMI9K6RLeWzUK + 6RI46amWF6GXLQcCHAbInWEeguwTjIm0YNFLZKtL7ogVlL1VL3oYSBvRHjxjGyVldjX365L7mDJy + xG0geI+ZlDGkmRFTksDRjynrAdjgskZJHNtwgDFz4K9WpXTmp5/9QBpdZ6hssd+KlGiUik8PQ8Aa + C7yLUXYFwZkNo0E8qjkeVBylNDGhRyvhqfq9KAE5WTXKFH04wL7jEgJHi6eElpViayWMHvyouOXA + +VBqcGM1uH4DH4wSdviV32F01FPMxzJQT9pSdGR9cf0GhvnwiRYW91ytQcWProA6qOwKDm5MWXr+ + Wnlauy9N9fCjowR7TJku4VFiGntD1HrcU+I2Toge/aPmBKLQKPa0F31OSwiEvoQkhSlKBnuyTuOv + 5I0NZqUvA1mhHJXsby37Rxmj4RVb+KW04KPElpJFaAV4rA21Fw1+z54KDPRlwOjPkACOjWLKOhpu + tDSahLGc8OTZmbIWJYGAceYlagETjU8WOEUno2JLYD7NJDtS69x0CZ+6Qj7OjLkoH/dVgUr9rLua + hp2p0xR8fUOll0zQEYbcMSkEbijlQ6DaBH8pTYAN5cM5Dy3zf9IeUrXMzQnBUsAxS4/ZtFHRUuK2 + y2kJTkLgZE97ylQZkA4pU59q0yPrFlvoKPSUZ2mrNdpRkKGqJfdGm6kIKU8xLE9Shs6xN4KCsYMb + dhhzOEAjOqnodLWmeGcpFt3/2GHB+YNKq9iXLM2wSpMhke5sjEGHuxllYw8ObL2V2Jpgs95cT5o/ + qW3Rv8Kv86Fx9DrR3TCkVPqjvH7e0JzBRIW0JKGUpgStajtOpmsFbXQmBqf+z2IS2Y+ZrCHoyxBE + K7dfVm73/Rhtor2NLbalrSF3KmPbwWMl2dTlSqZuNk9lX1Lphw4TlyHiZjcrR7HkNxO0yHeaqVbS + uoSfxGGA1sgb+6NdtMU4KUDNvTMxjm2V6iWUTu5kmMiy5VIZYyvvTEyzHOk8P+/GYLws50vHJd7N + 0nZvBfhQtd8k7Y/0fhyzvb4i35JVnFBdZzqGpOIPEXt2NfIzPXdFPKDDBKGytZCfdAmNCZiCoqO6 + MyyBYoexUHY4i8MQHlQaSqmuAke2fjcJ5tmRxy2FMkBZJ+XAKtL+ONR5S1pKagMVg6HMETpuuxVZ + AmWYlqpcra0sfy9yUHz9SiGU+Xyc+VX3zigRJbOjMtpslFjae1SfJjgKEBMgllvVGthSpIZNF0qr + nKQrmXaRB7QgT3vG7IJjFtjPUZ1Y9QYzQqPSQ8qj57I5VWU9lwEYukNi419BjmLGMEc0CUulZO2z + 1ja+IwBG9AG1Ahslro7InG+jSs2Y0DbiOIZwZsAYpW5iZQ/+bbJ8O26+QdpBZZv+cHXRcOTUPdkc + kGhbbsoyLIr12wXAb2XDHr9bmhdW+yE/ZXmm8tzm+mX1tzgt9ifrzd3VZM2SMZwMd+v75Q8cPnnK + yCGdLekLh64jf7p62uhx9CxnhouztP83nB/5rqlzbP8f9yeDczRk8k+D2pD9PuXTMaW6iv/42LHM + JeDFNAKeMpMaFJ4aHEP9ObKo0+yp4diSljXIjjTD0/r6fvNys1nfrxcX3y7+CwAA//8DADPZA1Kh + DQAA headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a48a783d6225-GRU + - 937f0ade7f777df5-GRU Connection: - keep-alive Content-Encoding: @@ -179,14 +168,14 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:04:02 GMT + - Tue, 29 Apr 2025 13:11:06 GMT Server: - cloudflare Set-Cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - path=/; expires=Wed, 20-Nov-24 13:34:02 GMT; domain=.api.openai.com; HttpOnly; + - __cf_bm=Y7khtuz18fJ9e83tGfnHCpEUESidu3oqU50NuKalcSs-1745932266-1.0.1.1-Xwwq5FuplcjQkNeDr9Ti.9CR9OHSAzebev23PyeD6eCSBmDckq7dfNiXdvb_TdwDfxm8fBoNDD0xV_uuMZJKYCZ47wdLfsD45SThSfF1b0o; + path=/; expires=Tue, 29-Apr-25 13:41:06 GMT; domain=.api.openai.com; HttpOnly; Secure; SameSite=None - - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000; + - _cfuvid=eldKSN3o170BuXLkw_pjsmLpK5xj4x9LjLeRDtKr6EY-1745932266127-0.0.1.1-604800000; path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None Transfer-Encoding: - chunked @@ -196,10 +185,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '7649' + - '8937' openai-version: - '2020-10-01' strict-transport-security: @@ -211,23 +202,186 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149999708' + - '149999721' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_60a333db2dbe3378c077ae0b2af16f8e - http_version: HTTP/1.1 - status_code: 200 + - req_9db63caaafdf3cceb9d8f5ded1905e67 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Electric Bike + Adoption Surge**: The popularity of electric bikes (e-bikes) continues to rise, + with sales in 2025 projected to surpass traditional bicycles in many urban markets. + E-bikes are becoming a key factor in transportation as cities focus on reducing + carbon footprints.\n\n2. **Smart Bicycles**: Integrating IoT technology, smart + bicycles now offer GPS tracking, built-in fitness tracking, and theft prevention + features. Many models come with a mobile app that allows users to monitor their + rides and perform diagnostics.\n\n3. **Sustainable Materials**: The bicycle + industry is increasingly utilizing sustainable materials such as bamboo and + recycled plastics. Innovations in manufacturing processes are making bicycles + more eco-friendly while maintaining strength and durability.\n\n4. **3D Printing + Advancements**: The emergence of 3D printing technology in bicycle production + provides customization options and reduces waste. Consumers can design their + bicycle parts or frameworks, leading to a more personalized riding experience.\n\n5. + **Countering Urban Congestion**: Cities worldwide are expanding bicycle infrastructure, + including dedicated bike lanes and parking areas to encourage cycling over cars. + This initiative aims to reduce traffic congestion and promote healthier lifestyles.\n\n6. + **Safety Innovations**: New safety features like automatic brake lights, collision + detection systems, and airbag helmets are being developed to improve cyclist + safety, reducing accidents significantly for urban cyclists.\n\n7. **Bike Sharing + Programs**: Bike-sharing services have expanded rapidly since 2023, with cities + offering electric bike-sharing options. These programs are making it easier + for residents and visitors to access bicycles to commute or explore.\n\n8. **Community + Engagement through Cycling**: There is a growing emphasis on community-centric + cycling events and programs. Local governments and organizations are hosting + rides, workshops, and biking festivals to promote cycling culture and inclusivity.\n\n9. + **Performance Innovations**: Cutting-edge research in aerodynamics and materials + science has led to lighter, faster race bikes, enhancing performance for professional + cyclists. Innovations such as tubeless tires and advanced carbon fiber are prevalent + in high-end models.\n\n10. **Health and Wellness Integration**: There is a noticeable + trend towards promoting cycling for health benefits, with initiatives aimed + at integrating cycling into wellness programs. Data from studies indicate significant + physical and mental health improvements for regular cyclists compared to non-cyclists.\n\n Guardrail:\n ensure + each bullet contains its source\n \n Your task:\n - Confirm + if the Task result complies with the guardrail.\n - If not, provide clear + feedback explaining what is wrong (e.g., by how much it violates the rule, or + what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4101' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFNRb9MwEH7vrzj5uZ26tGxt3hgMARICoQ0hyFS59iW51fFF9qWjmvrf + kdNt6WBIvETxffd9vrvvfD8CUGRVDsrUWkzTusnF1/K0+fL59g3Nrm9583H242LxvXk7v3z/6Vul + xonB61s08sg6Mdy0DoXYH2ATUAsm1dPz+avlLMvOznqgYYsu0apWJnOeNORpkk2z+WR6PjldPLBr + JoNR5fBzBABw339Tnd7iL5XDdPwYaTBGXaHKn5IAVGCXIkrHSFG0FzUeQMNe0PelX9XcVbXk8AE8 + 34HRHiraImioUv2gfbzDAFD4d+S1g9f9OYf7wgMUaqsd2ULlUGoXcXwIloh2rc0mxQt1VSOIjhsI + GDsnYBkjeBboB7aDO5IapEaoOh1s0ORARyCBUpOLIAxt4C1ZhMhdMBih5ACoTQ3rzjkUaJm8nMBl + CvX/EGvunAXyxnU2NROwxIDeYNIjiQ9a6WTYlxSaPtq3Q7ID7S0EdKTX5Eh2J4Uq/P54hAHLLupk + o++cOwK09yw6rUFv3s0Dsn+yy3HVBl7HP6iqJE+xXgXUkX2yJgq3qkf3I4Cbfi26Z06rNnDTykp4 + g/1157P5QU8N2zigZ4+gsGh3xFouxi/orSxKsuBosZTRpkY7UIct1J0lPgJGR13/Xc1L2ofOyVf/ + Iz8AxmAraFdtQEvmecdDWsD0WP+V9jTlvmAVMWzJ4EoIQ3LCYqk7d3hCKu6iYLMqyVcY2kCHd1S2 + q+lsmS2ybLqcqtF+9BsAAP//AwCs4mxEVQQAAA== + headers: + CF-RAY: + - 937f0b17ec4b7dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:11:08 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=Gy5Ba7cubJOvmX3K3zXz58LCyV6TbJ5DR6Y.LiCoEZE-1745932268-1.0.1.1-w0JybQErNhjnU7QMgF.PIFwA8.o7iOnGuizF22C4qoKGb0BJPBjVdHyklKTo2vhHXH9P3Z.zAeStLVko0OHA_fGVmvTPonzG8aku.bemIHs; + path=/; expires=Tue, 29-Apr-25 13:41:08 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=fQLATr_gHhj0MOc51.aYZL9j0Dp7gBLZ9cJ23bsyOCc-1745932268278-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1769' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999017' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_f7d2220f1f778f088f8c3f32d3778785 + status: + code: 200 + message: OK - request: body: !!binary | - Cs4CCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSpQIKEgoQY3Jld2FpLnRl - bGVtZXRyeRKOAgoQU4pBe1pQxsUBVChkPK41ghII8dnGjmMshHkqDFRhc2sgQ3JlYXRlZDABOQiW - uMjnrgkYQYjOucjnrgkYSi4KCGNyZXdfa2V5EiIKIDFmMTI4YmRiN2JhYTRiNjc3MTRmMWRhZWRj - MmYzYWI2SjEKB2NyZXdfaWQSJgokOTFmMWE2NjgtOWNjMC00MTg3LWFmZjktNzcyZDc2ZTM4NzQ5 - Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf - aWQSJgokYjY3NDI2YjQtMzY1MC00NjkxLWJhNTgtZjBlNGY5YzQ1OTdjegIYAYUBAAEAAA== + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQlFcQNp8yZyp5goWVc6jZ9hIIfvpbmvr7svkqDFRhc2sgQ3JlYXRlZDABOSCs + bM0lzDoYQTBEb80lzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNDNjNjkyMWUtOWY2My00MTJiLTk5NTktN2E4MmFhYTdhM2U3 + Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tf + aWQSJgokMzFjMzZhOGUtYzRhMS00NDUwLWExOWEtOTRiNjVjMWY4NTYySjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokZGIzZjhmNTUtN2E0NC00MGQzLWI4NmYtYjM4N2Q5Mzg2ZDgzSjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokZmM4ZjNkNTUtNWE2NC00ZDJmLWE2NmUtNzhjNTM3YjhjYWVkSjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjEwOjU2LjkwOTQ1NEo7ChFh + Z2VudF9maW5nZXJwcmludBImCiQ4YzU4YjkxMC1lOTE4LTRiNjEtYWQyMy02ZDAzMGU5ODI5ZDl6 + AhgBhQEAAQAA headers: Accept: - '*/*' @@ -236,11 +390,11 @@ interactions: Connection: - keep-alive Content-Length: - - '337' + - '579' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -252,69 +406,63 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:04:04 GMT + - Tue, 29 Apr 2025 13:11:13 GMT status: code: 200 message: OK - request: - body: '{"messages": [{"role": "system", "content": "You are Bicycles Reporting - Analyst\n. You''re a meticulous analyst with a keen eye for detail. You''re - known for your ability to turn complex data into clear and concise reports, - making it easy for others to understand and act on the information you provide.\n\nYour - personal goal is: Create detailed reports based on Bicycles data analysis and - research findings\n\nTo give my best complete final answer to the task use the - exact following format:\n\nThought: I now can give a great answer\nFinal Answer: - Your final answer must be the great and the most complete as possible, it must - be outcome described.\n\nI MUST use these formats, my job depends on it!"}, - {"role": "user", "content": "\nCurrent Task: Review the context you got and - expand each topic into a full section for a report. Make sure the report is - detailed and contains any and all relevant information.\n\n\nThis is the expect - criteria for your final answer: A fully fledge reports with the mains topics, - each with a full section of information. Formatted as markdown without ''```''\n\nyou - MUST return the actual complete content as the final answer, not a summary.\n\nThis - is the context you''re working with:\n1. **E-Bike Market Growth**: The e-bike - market has experienced unprecedented growth, with sales increasing by over 45% - in 2023 compared to the previous year, driven by rising fuel prices and increased - urbanization. For 2024, predictions suggest this trend will continue as more - consumers seek sustainable transportation options.\n\n2. **Smart Technology - Integration**: Bicycle manufacturers are increasingly integrating smart technology - into their models. Features like GPS navigation, smartphone connectivity, anti-theft - alarms, and fitness tracking are becoming standard, enhancing the cycling experience - while providing riders with valuable data.\n\n3. **Sustainable Materials**: - Many companies are now focusing on using sustainable and eco-friendly materials - for bicycle production, with significant advancements in recycled aluminum and - carbon fiber technologies. This approach not only reduces environmental impact - but also appeals to eco-conscious consumers.\n\n4. **Urban Infrastructure Improvements**: - Cities worldwide are investing heavily in improving cycling infrastructure, - including the addition of dedicated bike lanes, bike-sharing programs, and parking - facilities, aiming to promote cycling as a primary mode of transport and improve - safety for cyclists.\n\n5. **Global Cycling Tourism Increase**: Cycling tourism - has seen a surge in popularity, with destinations specifically catering to cyclists - emerging across Europe, North America, and Asia. This trend encourages eco-friendly - travel options and boosts local economies, offering curated cycling paths and - accommodations.\n\n6. **Bike Repair & Maintenance Innovations**: Innovative - solutions like mobile bike repair services and self-service bike repair stations - are becoming more common, addressing the maintenance needs of cyclists and reducing - barriers to cycling.\n\n7. **Safety Innovations**: The development of safety - features such as automatic lights that respond to ambient light, integrated - turn signals in helmets, and advanced brake systems have become essential selling - points for new bikes, increasing rider visibility and safety.\n\n8. **Performance - Enhancements**: Advances in bike design and materials, such as lightweight titanium - and carbon fiber frames, have enhanced performance for competitive cyclists. - Additionally, innovations in gear shifting and suspension systems are improving - efficiency and comfort.\n\n9. **Inclusivity in Cycling**: An increasing number - of brands are focusing on inclusivity, producing step-through frames and bikes - tailored for various body types and abilities, thus promoting cycling for people - of all ages and physical conditions.\n\n10. **Data Analytics for Cycling Trends**: - The use of data analytics to study cycling patterns has increased, helping cities - and businesses understand cycling behaviors and improve services. Insights gathered - are being used to optimize bike-sharing programs and enhance cycling infrastructure - strategically.\n\nThis comprehensive understanding highlights the diverse and - exciting developments in the bicycle industry, reflective of the shifting trends - and technological advancements as we move through 2024.\n\nBegin! This is VERY - important to you, use the tools available and give your best Final Answer, your - job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"], - "stream": false}' + body: '{"messages": [{"role": "system", "content": "You are Bicycles Senior Data + Researcher\n. You''re a seasoned researcher with a knack for uncovering the + latest developments in Bicycles. Known for your ability to find the most relevant + information and present it in a clear and concise manner.\n\nYour personal goal + is: Uncover cutting-edge developments in Bicycles\n\nTo give my best complete + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about Bicycles Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected + criteria for your final answer: A list with 10 bullet points of the most relevant + information about Bicycles\n\nyou MUST return the actual complete content as + the final answer, not a summary.\n\nThis is the context you''re working with:\n### + Previous attempt failed validation: The task result does not comply with the + guardrail as it fails to provide sources for each bullet point. Each point should + include a reference to its source to confirm its validity and reliability.\n\n\n### + Previous result:\n1. **Electric Bike Adoption Surge**: The popularity of electric + bikes (e-bikes) continues to rise, with sales in 2025 projected to surpass traditional + bicycles in many urban markets. E-bikes are becoming a key factor in transportation + as cities focus on reducing carbon footprints.\n\n2. **Smart Bicycles**: Integrating + IoT technology, smart bicycles now offer GPS tracking, built-in fitness tracking, + and theft prevention features. Many models come with a mobile app that allows + users to monitor their rides and perform diagnostics.\n\n3. **Sustainable Materials**: + The bicycle industry is increasingly utilizing sustainable materials such as + bamboo and recycled plastics. Innovations in manufacturing processes are making + bicycles more eco-friendly while maintaining strength and durability.\n\n4. + **3D Printing Advancements**: The emergence of 3D printing technology in bicycle + production provides customization options and reduces waste. Consumers can design + their bicycle parts or frameworks, leading to a more personalized riding experience.\n\n5. + **Countering Urban Congestion**: Cities worldwide are expanding bicycle infrastructure, + including dedicated bike lanes and parking areas to encourage cycling over cars. + This initiative aims to reduce traffic congestion and promote healthier lifestyles.\n\n6. + **Safety Innovations**: New safety features like automatic brake lights, collision + detection systems, and airbag helmets are being developed to improve cyclist + safety, reducing accidents significantly for urban cyclists.\n\n7. **Bike Sharing + Programs**: Bike-sharing services have expanded rapidly since 2023, with cities + offering electric bike-sharing options. These programs are making it easier + for residents and visitors to access bicycles to commute or explore.\n\n8. **Community + Engagement through Cycling**: There is a growing emphasis on community-centric + cycling events and programs. Local governments and organizations are hosting + rides, workshops, and biking festivals to promote cycling culture and inclusivity.\n\n9. + **Performance Innovations**: Cutting-edge research in aerodynamics and materials + science has led to lighter, faster race bikes, enhancing performance for professional + cyclists. Innovations such as tubeless tires and advanced carbon fiber are prevalent + in high-end models.\n\n10. **Health and Wellness Integration**: There is a noticeable + trend towards promoting cycling for health benefits, with initiatives aimed + at integrating cycling into wellness programs. Data from studies indicate significant + physical and mental health improvements for regular cyclists compared to non-cyclists.\n\n\nTry + again, making sure to address the validation error.\n\nBegin! This is VERY important + to you, use the tools available and give your best Final Answer, your job depends + on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -323,18 +471,18 @@ interactions: connection: - keep-alive content-length: - - '4587' + - '4256' content-type: - application/json cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 + - __cf_bm=Gy5Ba7cubJOvmX3K3zXz58LCyV6TbJ5DR6Y.LiCoEZE-1745932268-1.0.1.1-w0JybQErNhjnU7QMgF.PIFwA8.o7iOnGuizF22C4qoKGb0BJPBjVdHyklKTo2vhHXH9P3Z.zAeStLVko0OHA_fGVmvTPonzG8aku.bemIHs; + _cfuvid=fQLATr_gHhj0MOc51.aYZL9j0Dp7gBLZ9cJ23bsyOCc-1745932268278-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -342,119 +490,60 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVefC4hfHvHYaSnPpfpnDBIn5IOgg\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107842,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer \\nFinal - Answer: \\n\\n# Detailed Report on Current Bicycle Industry Trends\\n\\n## 1. - E-Bike Market Growth\\nThe e-bike market has experienced unprecedented growth - in 2023, with sales skyrocketing by over 45% compared to the previous year. - The surge in popularity is largely attributed to rising fuel prices that compel - consumers to explore alternative modes of transportation, as well as increased - urbanization that pushes individuals towards more sustainable commuting options. - In 2024, forecasts indicate that this robust growth is likely to persist as - more consumers prioritize eco-friendly transportation solutions. Factors driving - this momentum include government incentives for electric vehicle purchases, - improved battery technology providing longer ranges, and the appeal of e-bikes - as a viable solution for first-and-last-mile connectivity in urban environments.\\n\\n## - 2. Smart Technology Integration\\nThe bicycle manufacturing industry is witnessing - an increasing trend towards integrating smart technology into their products. - Modern bicycles now come equipped with features such as GPS navigation systems, - Bluetooth connectivity, anti-theft alarms, and fitness tracking capabilities. - These enhancements not only enrich the cycling experience by providing cyclists - with valuable data\u2014such as speed, distance traveled, and route optimization\u2014but - also position cycling as a technologically advanced means of transport. Such - innovations cater particularly to tech-savvy consumers looking for a comprehensive - solution that addresses both utility and convenience.\\n\\n## 3. Sustainable - Materials\\nIn response to growing environmental concerns, many bicycle manufacturers - are now focusing on the use of sustainable and eco-friendly materials in their - production processes. Innovations in recycled aluminum production and advancements - in carbon fiber manufacturing are leading the way to minimize the ecological - footprint of bicycles. The shift to sustainable materials not only attracts - eco-conscious consumers but also aligns with the broader movement towards sustainability - within various industries. This commitment to responsible sourcing and production - practices is intended to resonate with consumers increasingly prioritizing sustainability - in their purchasing decisions.\\n\\n## 4. Urban Infrastructure Improvements\\nCities - across the globe are investing significantly to enhance cycling infrastructure, - which includes creating dedicated bike lanes, establishing bike-sharing programs, - and increasing the availability of secure bike parking facilities. The aim of - these investment strategies is to promote cycling as a primary mode of transportation, - thereby alleviating traffic congestion and reducing urban air pollution. These - improvements not only make cycling safer and more appealing but also encourage - a cultural shift towards embracing cycling as a sustainable form of transport, - contributing to healthier urban populations.\\n\\n## 5. Global Cycling Tourism - Increase\\nCycling tourism has emerged as a rapidly growing sector, with numerous - destinations catering specifically to the needs of cyclists. Regions in Europe, - North America, and Asia have begun to promote curated cycling paths and accommodations - that enhance the travel experience for biking enthusiasts. This trend encourages - eco-friendly travel options and provides a substantial boost to local economies - reliant on tourism. With more travelers seeking unique and sustainable adventure - experiences, cycling tourism is cementing its place as a desirable and responsible - leisure activity.\\n\\n## 6. Bike Repair & Maintenance Innovations\\nAs cycling - becomes more popular, addressing the maintenance needs of bicycles is critical. - The advent of innovative solutions such as mobile bike repair services and self-service - repair stations is helping cyclists maintain their bikes more conveniently. - These services remove barriers to cycling by providing quick access to repair - assistance, thus ensuring that cyclists can get back on the road with minimal - downtime. Additionally, the proliferation of these services reflects an increasingly - proactive approach to bicycle maintenance within the industry.\\n\\n## 7. Safety - Innovations\\nSafety remains a paramount concern for cyclists, prompting the - development of several innovative features that enhance visibility and rider - protection. New safety technologies include automatic lights that adjust to - ambient lighting, integrated turn signals built into helmets, and advanced braking - systems that improve stopping power. These innovations not only elevate the - overall safety of new bicycles but also serve as essential selling points for - manufacturers, helping to reassure potential buyers about the security of their - cycling experiences.\\n\\n## 8. Performance Enhancements\\nContinual advancements - in bike design and materials have significantly improved performance for competitive - cyclists. The adoption of lightweight materials like titanium and carbon fiber - frames enhances speed and maneuverability. Moreover, state-of-the-art gear shifting - mechanisms and suspension systems are optimizing cycling efficiency and rider - comfort. These innovations cater to both amateur and professional cyclists alike, - emphasizing the drive for enhanced performance in the marketplace.\\n\\n## 9. - Inclusivity in Cycling\\nThe bicycle industry is progressively recognizing the - importance of inclusivity by producing more diverse models catering to a wide - range of body types and abilities. This includes step-through frames designed - for easier mounting and dismounting as well as specialized bikes accommodating - unique ergonomic needs. By promoting cycling as an approachable and accessible - activity for individuals of various ages and physical conditions, brands are - broadening their market reach and fostering a more inclusive cycling community.\\n\\n## - 10. Data Analytics for Cycling Trends\\nThe utilization of data analytics in - cycling is on the rise, as cities and businesses increasingly turn to data-driven - insights to understand cyclist behaviors and optimize offerings. Analytics are - being harnessed to fine-tune bike-sharing programs, enhancing user experience - through informed decision-making. This strategic approach not only aids in the - identification of high-demand cycling routes but also informs infrastructure - investments, ensuring that cycling continues to become a more viable and attractive - option for urban transport.\\n\\nIn summary, these trends reflect a dynamic - and rapidly evolving bicycle industry characterized by technological advancements, - sustainability efforts, and a commitment to inclusivity. As we advance through - 2024, these developments will shape the future of cycling, making it not just - a mode of transport but a lifestyle choice that emphasizes health, environment, - and community engagement.\",\n \"refusal\": null\n },\n \"logprobs\": - null,\n \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 791,\n \"completion_tokens\": 1102,\n \"total_tokens\": 1893,\n \"prompt_tokens_details\": - {\n \"cached_tokens\": 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": - {\n \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFddb924EX3PrxjoqQ3uNfztrN8SJ90aRbZp7EUL7DWCETWSZk1xVJKS + c7PY/14MKV0p3jbpS+CIl+SZM2fODH97AVBwVVxDYVqMpuvt9s3H+kQuyssLGs8//+vn4/Pb8exv + /7A0/vtjeVlsdIeUv5KJ864jI11vKbK4vGw8YSQ99eTq/OKHs9PTy1dpoZOKrG5r+rg9l23Hjren + x6fn2+Or7cmraXcrbCgU1/DLCwCA39K/itNV9Lm4huPN/KWjELCh4vrwI4DCi9UvBYbAIaKLxWZZ + NOIiuQT9Fpw8gUEHDY8ECI3CBnThifwRwM79hR1aeJ0+XMPO7dzJEbx8+c6SiZ4NvOFHgteV9Bo6 + 3A2+oZcvr+G+JeilHyx6jnuQGmjeUfIjBfgTbdMffwaFw26gAFHAc6ANPHFsIaClAOzg9Pj0Anov + yjdV+qsw+B5DgOixYr0YLZRs9mbaMfgSHXToHymGI3htjPiKXaN7Y0uwK9KZP1op0cK7bQriffo5 + fKRefNzsCpgQAnqCkox0esIj7ZcbokcX9OeYoscAhiNTgFrMEEAceKoGo/sM+lIcUMchsLhwBL/c + yeANXX8LRor9QVk/VdbvOvQR3kyRKs/v0e0hpM8HAjSl7CI1HiPBrdxDJNM6sdLsNyB1TV4R/fjh + TgMwj+yaDZQD27hlBzVHRyFAJ46j+LSIrgKsRnRG+W+pjtB7GsmlsGvCOHhSosFn2OU+CeOeTAu3 + LnDTxkMmW25aq1/CYSegMRQCl5ZgZIROSrYE2PdKpYeKsXESIpuQsPTka/Gd4jmEsCL0D1c/J/Ms + kTmEiOxQL32PkTyjDbN2JzKBXTWE6DXnWtGBXWP3MES2/IUCdPM+sJq7ErtSJEH0lA6ooLeYgWsg + vZdqMMraEdw6J2MSTlg4oUp5yho9AGSrNcQObvbGauo0kF0BIQ7VHkIrTxBbjLotEIRVXB3FVirF + yU4/ppND9OSa2CacVlxD41Sjs4RWXH4bRGLzXNk8ewsfPGslN/A6S6UjFxOhb/bpxxs4ewv9/KNF + k9BiAE+j2EHZ4C9UHfjv0A01mjhMQrRWnlI5iQtDRz6ZRkWBGwdmCFE66NHHLBOLexliyHaSKpEq + eMIQ6ZknoAP0kfXC2ksHu2KdHHZaZisYuwJiy2o/5CoIQ6/qCqC69aTiDOpIKQ4zkUWfe/JMztCK + 229dstB7ofTeyOBirtufk/XcaN6C7lWGb7LtoPGittgSNFZKStZFn3t0KdJF1LXHEP2gd1Gmp6KK + jXYssOhoKjP0jxND5IwMHhutjPRNRvJQeR5T6d0vpprhvZdJMB9pZHraFVpJ6YKQuWPHkTGmrsNd + 9v6UIS3oumaTEXjpJBK0hDa2TB7sdOOBxP99aWLvMpU61hT3a76VtJ/oCUJeOYhRWQyDadXLcYjS + YdSW5fGRIJvWBoxYy2riUFGkVM2TRbIvsYGWbEcx942D/6MxXGlBAHaiAlZhBO1Ombub/H/4I9S5 + 2idrdaIcIqjkuWaDLkJFyZxo6Uyz7pZrq4Gm9hdoNvNUoSsuvwMiEXqlhKZOdddiEuQHL43HLpc6 + P9I2TAuB/KhjDLQ4zjqkao3c7rVVZHOQOpJTnxXfi8dkEnMLTgpsk9/PrSJnWk3VSNcNcaXDAzrK + 2LSdrVrArlD7qNmr7BbfXBSpfvlIC4cjsk12GgWeuCKoqNOQ+1Z9nXXS+FVxpCJ81oe+gSPR+SpX + d9cNTuN55xpsUl4gtl6Gpp39dupMniBVT054lYN32ZpHsePXew/2M2bp5ZJK2ZqmLCsGLTRazi7J + AcQ36PiLbvNcTVZQq9eM2uhWqZhPN4NVIzmCtxgxO2juYEtcc9O47Xo0Ee5S55qSwdZqj9VhpZfA + yROWsHLpQ0mOataZYTr+64ytRfz9SxPzPyjzH1aTxDN7+LtrJJFAgdCbVhON5KXaO+zmScTR02oI + 0EZm84iqBFQ0kpU+ZUTq7B/kN1BrC/Lg0dCq5WbtrgHN+L/WbsXBDCGkSXepzzR/xKEkqyqL7KfE + Hca2aQCtuSSf2mfyf3UxHeXQKkh2aRLZruer9F5Z8/sdhA/5kXCs7P41505x/JOsTXPl7TSZzp1r + OmERdR6xJuevkkoVVz5qlfJJwLOetY1QBRgPsy/PNqvHO63dGUNS9DTnelHv0OMwqKEj2/UQNoXw + Zpaf1AfIi56OdgXca1ejrm8xpNFQt2vm0eaya/eBtdTmQLreS67WPBouDeHA9P9198P6aeepHgLq + 89IN1q4W0DnJr5T0qHyYVn4/PCOtNL2XMjzbWtTsOLSfNDHi9MkYovRFWv39BcBDeq4OX71AC81d + Hz9FeaR03dXlaT6vWF7Jy+rl1bwaJaJdFk7Oz843/+XETzlLYfXkLQyalqpl7/I+xqFiWS28WOL+ + DwAAAP//wuIebGZD/J6Zl06M8QiJ5OTUgpLUlPiCIlDTCtXPCGVFqZBuLXZl8HAGO1gJWqHGl2Sm + FoHiIiU1LbE0B9K5VyquLC5JzY1Py8xLTy0CN7NBStIK4g2MLY0sjIwMLA2UuGq5AAAAAP//AwD3 + 9uPz7xAAAA== headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a4be3c906225-GRU + - 937f0b24eede7dff-GRU Connection: - keep-alive Content-Encoding: @@ -462,7 +551,7 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:04:18 GMT + - Tue, 29 Apr 2025 13:11:22 GMT Server: - cloudflare Transfer-Encoding: @@ -473,10 +562,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '16287' + - '14224' openai-version: - '2020-10-01' strict-transport-security: @@ -488,13 +579,431 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149998883' + - '149998978' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_bb43402829dc4dc60bf6f4b76a72e6c9 - http_version: HTTP/1.1 - status_code: 200 + - req_0618336c76b89c9a5f02385279da3bfa + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Electric Bike + Adoption Surge**: The popularity of electric bikes (e-bikes) continues to rise, + with sales in 2025 projected to surpass traditional bicycles in urban markets. + According to the \"2025 Global E-Bike Market Report,\" e-bikes are becoming + key in urban transportation as cities focus on reducing carbon emissions. [Source: + Global E-Bike Market Report 2025]\n\n2. **Smart Bicycles**: Many smart bicycles + now integrate IoT technology, offering GPS tracking, built-in fitness monitoring, + and advanced theft prevention features. A report by BikeTech Insight in 2025 + highlights features accessible via mobile apps for diagnostics and performance + tracking. [Source: BikeTech Insight Report 2025]\n\n3. **Sustainable Materials**: + The bicycle industry increasingly utilizes materials like bamboo and recycled + plastics for production. Innovations highlighted in the \"Sustainability in + Cycling 2025\" study show that these sustainable methods maintain the strength + and longevity of bicycles. [Source: Sustainability in Cycling 2025]\n\n4. **3D + Printing Advancements**: By 2025, 3D printing technology has revolutionized + bicycle manufacturing, allowing consumers to design custom parts and layouts + with reduced waste. According to an article from \"Innovations in Manufacturing,\" + this trend supports a more personalized cycling experience. [Source: Innovations + in Manufacturing 2025]\n\n5. **Countering Urban Congestion**: Cities across + the globe are expanding bicycle infrastructure with dedicated lanes and parking + to encourage biking over driving. The \"2025 Urban Mobility Review\" indicates + this initiative aims to reduce traffic and promote healthier living. [Source: + 2025 Urban Mobility Review]\n\n6. **Safety Innovations**: New safety technologies + such as automatic brake lights, collision detection, and airbag helmets are + reducing accidents among cyclists. The \"Cyclist Safety Innovations 2025\" report + notes a significant decrease in urban cycling accidents due to these advancements. + [Source: Cyclist Safety Innovations 2025]\n\n7. **Bike Sharing Programs**: Bike-sharing + services have expanded significantly by 2025, often incorporating e-bikes to + enhance accessibility for commuting. The \"Bike Share Progress Report 2025\" + confirms that these initiatives make cycling available to wide demographics + in major cities. [Source: Bike Share Progress Report 2025]\n\n8. **Community + Engagement through Cycling**: There is increased community involvement through + cycling events and programs, with local governments organizing rides and festivals + to enhance cycling culture. Data from the \"Community Cycling Impact Study 2025\" + illustrate positive community health benefits from these initiatives. [Source: + Community Cycling Impact Study 2025]\n\n9. **Performance Innovations**: Ongoing + research in aerodynamics and new materials has led to the development of lighter, + faster race bicycles. The \"Performance Cycling Report 2025\" discusses innovations + like tubeless tires and advanced carbon fiber construction prevalent in high-performance + models. [Source: Performance Cycling Report 2025] \n\n10. **Health and Wellness + Integration**: Cycling is increasingly promoted within health initiatives, with + programs aimed at integrating cycling into wellness and fitness routines, as + detailed in the \"Health Benefits of Cycling Study 2025.\" This emphasizes the + mental and physical health improvements for cyclists. [Source: Health Benefits + of Cycling Study 2025]\n\n Guardrail:\n ensure each bullet contains + its source\n \n Your task:\n - Confirm if the Task result + complies with the guardrail.\n - If not, provide clear feedback explaining + what is wrong (e.g., by how much it violates the rule, or what specific part + fails).\n - Focus only on identifying issues \u2014 do not propose corrections.\n - + If the Task result complies with the guardrail, saying that is valid\n "}], + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4944' + content-type: + - application/json + cookie: + - __cf_bm=Gy5Ba7cubJOvmX3K3zXz58LCyV6TbJ5DR6Y.LiCoEZE-1745932268-1.0.1.1-w0JybQErNhjnU7QMgF.PIFwA8.o7iOnGuizF22C4qoKGb0BJPBjVdHyklKTo2vhHXH9P3Z.zAeStLVko0OHA_fGVmvTPonzG8aku.bemIHs; + _cfuvid=fQLATr_gHhj0MOc51.aYZL9j0Dp7gBLZ9cJ23bsyOCc-1745932268278-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJLBbtswDIbvfgpCZ3tw5XRNfMuwDStyG3oYNheGItG2VlkSJDldF+Td + B9lp7HYdsIsB8+NP8Sd5TACIFKQEwjsWeG9V9uFrQ4vt3faw/eI/WYe7p9vhW/F7973dXX8kaVSY + /U/k4Vn1jpveKgzS6AlzhyxgrHp1s7reFJSuixH0RqCKstaGbGWyXmqZ0Zyusvwmu1qf1Z2RHD0p + 4UcCAHAcv7FPLfAXKSFPnyM9es9aJOUlCYA4o2KEMO+lD0wHks6QGx1Qj63fdWZou1DCLWjzCJxp + aOUBgUEb+wem/SM6gEp/lpop2I7/JRwrDVCRA1NSVKSE4AZMp1iDKPaMP8SwHpSq9Gn5uMNm8Eyd + 4QIwrU1gcYCj7fszOV2MKtNaZ/b+lZQ0Ukvf1Q6ZNzqa8sFYMtJTAnA/DnR4MSNineltqIN5wPG5 + TbGa6pF5jzOl6zMMJjC1UL2n6Rv1aoGBSeUXKyGc8Q7FLJ33xwYhzQIkC9d/d/NW7cm51O3/lJ8B + 52gDito6FJK/dDynOYxn/q+0y5THholHd5Ac6yDRxU0IbNigpuMj/skH7OtG6haddXK6wMbWebGh + a0rzTU6SU/IHAAD//wMAsFveRY8DAAA= + headers: + CF-RAY: + - 937f0b7feba97dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:11:23 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '814' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998811' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_8a7957f5709d946504cad9e0c823048a + status: + code: 200 + message: OK +- request: + body: !!binary | + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQTufdlh+rqhPDIDBTVwTWUxII89gv71XGpD4qDFRhc2sgQ3JlYXRlZDABOTBR + 8HIpzDoYQfgA8XIpzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNDNjNjkyMWUtOWY2My00MTJiLTk5NTktN2E4MmFhYTdhM2U3 + Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf + aWQSJgokMDQ2NThmY2UtNWRlZi00NmFiLTk0ZjQtNmU4ZGVkODhkMTNmSjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokZGIzZjhmNTUtN2E0NC00MGQzLWI4NmYtYjM4N2Q5Mzg2ZDgzSjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokZjdjNTQ3NzQtZDIxNi00NTJjLWJjYTQtNjA5OWYwNzI3YzljSjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjEwOjU2LjkwOTQ5M0o7ChFh + Z2VudF9maW5nZXJwcmludBImCiQyODhlNzI5Zi1mODI0LTQ0M2QtOTQ2Ni0xNmVkZjcxODE5N2J6 + AhgBhQEAAQAA + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '579' + Content-Type: + - application/x-protobuf + User-Agent: + - OTel-OTLP-Exporter-Python/1.31.1 + method: POST + uri: https://telemetry.crewai.com:4319/v1/traces + response: + body: + string: "\n\0" + headers: + Content-Length: + - '2' + Content-Type: + - application/x-protobuf + Date: + - Tue, 29 Apr 2025 13:11:28 GMT + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Bicycles Reporting + Analyst\n. You''re a meticulous analyst with a keen eye for detail. You''re + known for your ability to turn complex data into clear and concise reports, + making it easy for others to understand and act on the information you provide.\n\nYour + personal goal is: Create detailed reports based on Bicycles data analysis and + research findings\n\nTo give my best complete final answer to the task respond + using the exact following format:\n\nThought: I now can give a great answer\nFinal + Answer: Your final answer must be the great and the most complete as possible, + it must be outcome described.\n\nI MUST use these formats, my job depends on + it!"}, {"role": "user", "content": "\nCurrent Task: Review the context you got + and expand each topic into a full section for a report. Make sure the report + is detailed and contains any and all relevant information.\n\n\nThis is the + expected criteria for your final answer: A fully fledge reports with the mains + topics, each with a full section of information. Formatted as markdown without + ''```''\n\nyou MUST return the actual complete content as the final answer, + not a summary.\n\nThis is the context you''re working with:\n1. **Electric Bike + Adoption Surge**: The popularity of electric bikes (e-bikes) continues to rise, + with sales in 2025 projected to surpass traditional bicycles in urban markets. + According to the \"2025 Global E-Bike Market Report,\" e-bikes are becoming + key in urban transportation as cities focus on reducing carbon emissions. [Source: + Global E-Bike Market Report 2025]\n\n2. **Smart Bicycles**: Many smart bicycles + now integrate IoT technology, offering GPS tracking, built-in fitness monitoring, + and advanced theft prevention features. A report by BikeTech Insight in 2025 + highlights features accessible via mobile apps for diagnostics and performance + tracking. [Source: BikeTech Insight Report 2025]\n\n3. **Sustainable Materials**: + The bicycle industry increasingly utilizes materials like bamboo and recycled + plastics for production. Innovations highlighted in the \"Sustainability in + Cycling 2025\" study show that these sustainable methods maintain the strength + and longevity of bicycles. [Source: Sustainability in Cycling 2025]\n\n4. **3D + Printing Advancements**: By 2025, 3D printing technology has revolutionized + bicycle manufacturing, allowing consumers to design custom parts and layouts + with reduced waste. According to an article from \"Innovations in Manufacturing,\" + this trend supports a more personalized cycling experience. [Source: Innovations + in Manufacturing 2025]\n\n5. **Countering Urban Congestion**: Cities across + the globe are expanding bicycle infrastructure with dedicated lanes and parking + to encourage biking over driving. The \"2025 Urban Mobility Review\" indicates + this initiative aims to reduce traffic and promote healthier living. [Source: + 2025 Urban Mobility Review]\n\n6. **Safety Innovations**: New safety technologies + such as automatic brake lights, collision detection, and airbag helmets are + reducing accidents among cyclists. The \"Cyclist Safety Innovations 2025\" report + notes a significant decrease in urban cycling accidents due to these advancements. + [Source: Cyclist Safety Innovations 2025]\n\n7. **Bike Sharing Programs**: Bike-sharing + services have expanded significantly by 2025, often incorporating e-bikes to + enhance accessibility for commuting. The \"Bike Share Progress Report 2025\" + confirms that these initiatives make cycling available to wide demographics + in major cities. [Source: Bike Share Progress Report 2025]\n\n8. **Community + Engagement through Cycling**: There is increased community involvement through + cycling events and programs, with local governments organizing rides and festivals + to enhance cycling culture. Data from the \"Community Cycling Impact Study 2025\" + illustrate positive community health benefits from these initiatives. [Source: + Community Cycling Impact Study 2025]\n\n9. **Performance Innovations**: Ongoing + research in aerodynamics and new materials has led to the development of lighter, + faster race bicycles. The \"Performance Cycling Report 2025\" discusses innovations + like tubeless tires and advanced carbon fiber construction prevalent in high-performance + models. [Source: Performance Cycling Report 2025] \n\n10. **Health and Wellness + Integration**: Cycling is increasingly promoted within health initiatives, with + programs aimed at integrating cycling into wellness and fitness routines, as + detailed in the \"Health Benefits of Cycling Study 2025.\" This emphasizes the + mental and physical health improvements for cyclists. [Source: Health Benefits + of Cycling Study 2025]\n\nBegin! This is VERY important to you, use the tools + available and give your best Final Answer, your job depends on it!\n\nThought:"}], + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4892' + content-type: + - application/json + cookie: + - __cf_bm=Gy5Ba7cubJOvmX3K3zXz58LCyV6TbJ5DR6Y.LiCoEZE-1745932268-1.0.1.1-w0JybQErNhjnU7QMgF.PIFwA8.o7iOnGuizF22C4qoKGb0BJPBjVdHyklKTo2vhHXH9P3Z.zAeStLVko0OHA_fGVmvTPonzG8aku.bemIHs; + _cfuvid=fQLATr_gHhj0MOc51.aYZL9j0Dp7gBLZ9cJ23bsyOCc-1745932268278-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//dFdNj9zGEb37VxTGh9jAzEBarWJFN0lWjD0oEaSN4SBzKXYXyco2q+mu + Jkdj//mguskZSkAui1myP+rjvVePf34HsGO/ew0712N2wxgObz+1d/f4z98eHi8iErug7z8+H//9 + 7tdXz8/n3d52xOa/5PK66+jiMAbKHKW+dokwk536/Kf7l397cXf36r68GKKnYNu6MR/u42Fg4cPd + s7v7w7OfDs9fLbv7yI509xr+8x0AwJ/lr8Upnr7sXsOz/fpkIFXsaPf6ughgl2KwJztUZc0oebe/ + vXRRMkkJ/QEknsGhQMczAUJnYQOKnikBnOTvLBjgTfn/tT04yfdw9+zuJbxld3GB4EH8pDld4BON + MeWy4nt4foT3gVxO7OAtPxG88XG06sDnKXV0kseeYIzjFDBxvkBsgdb1DT+Rwg90KD9+BFY4cxZS + ZekABSYZEznyJJk8qB24tyU9jClaVziKAotnh9n25B4zNJcS+B7qwaAYyE4OAeKUR3QEuY9KFktO + 6NmOwQBNTdQOhCk1KDBgeqKsR3jsWSEnEm9BBkwdhQv4xDOJ3YfQhdhgAO25zZDjGZNX0EkzsmAT + aDkxJxS18mGpkcYw1SRQwXFmUtBsx0KOMHDmDjOBw9REARpY1VZbQASnXenPL/Xm94dS/g8l5LVH + O6Bh7FH5D1LIPYFLk2MMYLhZ6qMwBrxY0on85EoZE7YtO3BROtISKYq3og+x1JlcPLSJSXxg69et + ZCQzpygDSV7CTFza6WmwM9qYrvcaHBsCzDlxM1mLc7QoOdnNMwmTONpDsDASJLRowAiIqS42yHtM + /tq7PQTqMIDr6+JbyPXcSWlfcrFisBh5K9icozGjuIKKNcDmYoHoNFBSUKKnsjRkSoKZZ6tphCHm + mGCmni2A48KLuyN8HjDllT56kgdZcFnvztSlioLYwoPYoZTt92PP0in88BAff4RMrpcYYlc6pOXI + K1B7VCDpLWxvqSWgLyOlUjZQ7oRbdig5XEorlG5bTQ5awjwlgl8+fraWO0tvD83EIR9YoK1chCEK + 55jKSysd+rnemHtqM4yJZpIK54tmGvQIb5yLyZeyl47CaWfofCTXw4Mod/0K0VqS066EXyFhvVCF + GRPHSaGdxFWGVn7kPsWp62GIDQcCHEfdAxnJCswYO4ma2WnFLKU2pqF0ds1x4TOLxLl2AEOIZwWr + DWte2lqyXnDTE4bcw0AmXLo3ysjyKsUpk1UpEVDbmirNFC61ViRqFa4rC6j+AkpuMi2s9BhTDNzS + DQrf9HhpIykgjGhy1Q2LzLBAb6q+Rm2YSuhylch6J/0+8Whs3NtNM5emNDH3W4otoS5AIumwI9uz + gvnFET5vpOwDZkqMQau632gULnBmTzomQsPJMgksqc32Yd0OOrnelK/BoYmxRJGo5O2twrWLLGsx + LAM/FTCYDCfSHseF2zYFyng6wsO1rwo+ummo44NlQeI1FQ42kVjgnVVQuoLF0w40T/4CBmsMdaTk + Qp5b4BIzRAkXGIiyqWGIHTvT/0WQFJopAwaNMCCL3Vdu91Na77Vsi7LN9t+138k6lqiCg9rWOJJj + 1WbayisG4GG0dttIIiydHVCmFp3ROhUY05cxFGTeFPvyjYRZgj6WnExbUxxYaUuchS//f7Zt+jIa + AM3SQKLWBr3htkkRPZmqDwNnC75AdKnJ2t21gxZ21e1v89VM5fKex1K+bQyBZ6P2gtj7I7z4GT4m + liL+b6pklal0krerQXjxM4zrko3Qmqz6hANm6+laL7pOmU2Viyhexec2LHKEagzBTZrjYNTNVZE8 + GaW1kvQrkYZgundGzXSENwo9d30wrdyid4tuFviwDeW0A0zZ5pANGbMst6R0Gk1vtTo/StZgLar6 + R5UelqokNt5volGU0Z4l9ktiGTlchbEOShvFE+dixWb2EwYbCy0lUxeDQod1HNTk94YEQ/b+W42u + sB9QdSncGt0YzcqadYntV30rQrD4FhdNBs+9zYUqZ6s6/D5hWOznAla1IKQ6j2VQYRVxfxEc2C1y + pGMUNUO2FqeawhVoL4/wLk4mvPbuX8UDvbvappO8q0PrHFPwpo2AqfAFlzEB6H1aHG91UBvT1VyM + vyhVtK80aRNqTlNh+d7kN0xLcYsRJn+NNaBQRV0ZOmQwLCamRcd1nn7lJWv8H+IiUZ9oZjqfduDJ + mn6bySycedEP5IE8YN54rfV6NPLPXPi50ZxS6ymX1TPdPPGiM0OcC1NvKos8FIwttVr96SFRKOmy + 6kQbyR0DupL3an8VDEJTE9ito9xqKy5OCbvSVev8SHEMJbw6A40TtVHfGPdatCYGXRof27V7S+pC + +RzTkwINlMyJllq4mISS5ihkPh8zVV93A+vy4RE3Q6KN6y24BM+UwEyD5kugYqmdLfZnCoHS1YP+ + 9QifsaV82Y7Ek2zFcMt6rWuvmlE8R8HMvNLojJdynS1NV7wOQ6HQEf5B542rUgj2RVI6bVIKTcIn + E+qur+wLge1zxtBVv+VWA7n4TE4NdociRiN56CkMlM31zgTax7MAQiLjY0HYMg3j5kMGnWNP8j8A + AAD//4xZu27kOBDM/RXCJJeMDdsbeJ36sMA5M26DS3YxoKTWDNcSKZCUfLOA//1Q3XzJD+BCW5oZ + Pqqrq6rBvJNNwPQhg/5P+fuDY0pawIlKtUtgp9OomrKbnnB0VJ1iwaSJP42dOv4vVpSk2UYdibyI + 5x9Vub9qviVFFp9MpKAmK/mh0a4TN/ng/wB7DPjdjko5JJwTdxRQP3cJPQu1AoYfsqGz7eJDxke3 + jFhYQtfdlRj+7yfF4Hxy9ujUFEUh85aP+0OTuPTxvTm+x222JTKbE83mXdaI2GA8J7dm3WyLUE4u + LdgkQSl6Bx2rhyuD4Ymq+MyV8A5I1g92eWNM5HLyqvHqpJ5rmhugfttYiUXt9DThM/NJdwDIpH7Z + VDMKq2Uj6KhN1yg0FJcu4PBXzQM86NRqw3iGHuxrBbkxyttzHlVAW5Ul0zTbF2ER5gpHPlbGhu1q + RbWlvD3qb07YGEdaNeRNjjU4MJhxgAxRacKlJXxIXQlKX9FEp2kxWNm3bD+y1Yv6/IcpbxWTglzI + 2UWaZLoSYfwg8UMKjUYLiX60KzkJKFIbVJuuxXZWuibWqVco/mAT3UuO8qYmEp/k9SVL8Sik9J0t + RfIXJ5jNyljU7TTXdvRjAmD+Tj9rp0PV5tjQUROUOTL+UmsjQ4MGyz1tCl2bxrqjMvo39aznfOwt + vvGWY6HOGhNjtX1agE+NU1hon2AXQ5tN/fWNelGOODaww1YHjHTUQcNDNYhGY/qWOv/DucmSSJvV + jqsIOtm7pk2nqs5rn2IzgFxga/lW9IpfipKONRKrOCx+1a0D13xCbPdXzVOVGmx659/UAXLqTQvN + BrX6HLepwXYLjgUZAzkbpaXPEdQiMWS3BEDwkvpjZTP3qFJshbcc8zvK/CfWwAlQFUPTqa6SirnN + 1dtJwKxY7seuYS6QmKH0f1RL60g9xzr0ldYMS0tsV4J2UWKmzr/mwHLQLbs+I3KV+yrDnv6laR71 + IMzOOfUEanfnOidEt7qsj5QjdZ+yrJ5WGu0slxDdJifbYlgqswlDWX0NuDUbCxEGG9+8b8gHWDp/ + Euoy9IKi6k7QGqmrzBR00FXzzQlhTlL8TCgJhCugR7D0Od4kgiNUYALdzfVV85eUL97/h8aRq+ix + 5IQpbdkEhwnD0U9HBqgJhZOuKqHJiXC//0yyd6gZbNEaHJ8dmpe0Hr6bGAwi+YIoSjCL63+I9IPP + JbRt+C+LqXj56EROoiHx+WwKT2fPCExbEqkjt608ExZ0FjO7oyOUQqHwEmFFsGwcS79a+CS5ySTY + bWh+Qe7wCbxjKGFd5rEsvGV4I4iWfIbTe/I1eXZwvnZVnrVM3M2+Eva+QUNS48iHfNkSS+mHczNq + s5EZMvioTcw+bqU7A/XLLCyIsYTgVojt3VjCUWePRv8u0Rl0CMRXdXOtfo68Qyu5c6/OvHPG6yO7 + VKZUCIMPQ5zSgbvFz5wBVjKPz5ULkoFcJiklsdgXMcJyJzWe9wpA8MfjGR8FOwmDsKnNMQojexxV + yyJyzfGa6pz1KN8uWIk4ECxSrVn20kdqeTQsHJ4PWdS9sYj1JM7RsHiFaaBZxrF6oIyx8j7PAH/G + J6956jfa4+xs6998dDdoo/3pgLK2BhM+H+y846evF03zk6eLy2ZguEO1z+EQ7DPxz93ffpHv25Wh + Znl6c3N3Fx8HG9RYntzeXMex5PYrDzEmqEaUu051J+rLZ8s8Uy29ttWDi2rj7xf00XfL5rU5/p+v + Lw941EP9YXbIS7abLq85woDxs9fyQfOCd57cqjs6BE0Ol9HToJZRhrE7MbWHQWOKxbkVXhnmw/WX + +9uvt7fX99e7i9eL/wAAAP//AwDNIt4Dnx4AAA== + headers: + CF-RAY: + - 937f0b86da2d7dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:11:54 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '30105' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998822' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_2fb65425a0d3c9f69b5b73455dd18945 + status: + code: 200 + message: OK version: 1 diff --git a/tests/cassettes/test_before_kickoff_with_none_input.yaml b/tests/cassettes/test_before_kickoff_with_none_input.yaml index e906e8018..efc5479b8 100644 --- a/tests/cassettes/test_before_kickoff_with_none_input.yaml +++ b/tests/cassettes/test_before_kickoff_with_none_input.yaml @@ -1,40 +1,104 @@ interactions: - request: body: !!binary | - CusOCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSwg4KEgoQY3Jld2FpLnRl - bGVtZXRyeRKaDAoQ4G43ZjKxBKDC/tbsjP4YXxIINS4tBd9tcREqDENyZXcgQ3JlYXRlZDABOQB0 - FQ7yrgkYQdg+GA7yrgkYShoKDmNyZXdhaV92ZXJzaW9uEggKBjAuODAuMEoaCg5weXRob25fdmVy - c2lvbhIICgYzLjEyLjdKLgoIY3Jld19rZXkSIgogMWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMy - ZjNhYjZKMQoHY3Jld19pZBImCiQzNTE4YjRjNS0xYTM5LTRkYjEtODEwMy03MzllNjQ5YzAwZDhK - HAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRpYWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNyZXdf - bnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3X251bWJlcl9vZl9hZ2VudHMSAhgCSrQFCgtjcmV3 - X2FnZW50cxKkBQqhBVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIs - ICJpZCI6ICIyZmFkNjUwMC0wYTk1LTRmMTMtYjk5YS0zMTE1YzRkOTM3ODgiLCAicm9sZSI6ICJ7 - dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJib3NlPyI6IHRydWUsICJtYXhf - aXRlciI6IDIwLCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xsbSI6ICIiLCAi - bGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93 - X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25h - bWVzIjogW119LCB7ImtleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJp - ZCI6ICIxYTQ0MjFiOC1lZWMzLTQ1ZjItODY1NS01NDcyMWIyOTk5NDciLCAicm9sZSI6ICJ7dG9w - aWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAidmVyYm9zZT8iOiB0cnVlLCAibWF4X2l0ZXIiOiAy - MCwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJn - cHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4 - ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtd - fV1KkwQKCmNyZXdfdGFza3MShAQKgQRbeyJrZXkiOiAiNmFmYzRiMzk2MjU5ZmJiNzY4MWY1NmM3 - NzU1Y2M5MzciLCAiaWQiOiAiMmY2ODFlY2YtNmY0Yy00NzlhLWE0ZWEtY2Y0ZTVmNGM2ZWFlIiwg - ImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRf - cm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAi - NzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsi - a2V5IjogImIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3IiwgImlkIjogIjgwM2Q5YWYy - LTdhYjAtNDYzNy1iMWJjLTkxNDJmMWJkMDM0YSIsICJhc3luY19leGVjdXRpb24/IjogZmFsc2Us - ICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcg - QW5hbHlzdFxuIiwgImFnZW50X2tleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1 - MyIsICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEAAQAAEo4CChCkKf4+mBo3buykKHqmcwYdEgit - HkuXVEC4UCoMVGFzayBDcmVhdGVkMAE5uJAnDvKuCRhBcBkoDvKuCRhKLgoIY3Jld19rZXkSIgog - MWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMyZjNhYjZKMQoHY3Jld19pZBImCiQzNTE4YjRjNS0x - YTM5LTRkYjEtODEwMy03MzllNjQ5YzAwZDhKLgoIdGFza19rZXkSIgogNmFmYzRiMzk2MjU5ZmJi - NzY4MWY1NmM3NzU1Y2M5MzdKMQoHdGFza19pZBImCiQyZjY4MWVjZi02ZjRjLTQ3OWEtYTRlYS1j - ZjRlNWY0YzZlYWV6AhgBhQEAAQAA + Cq0rCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkShCsKEgoQY3Jld2FpLnRl + bGVtZXRyeRKvDQoQ+yO24Qh5xBYjp7NMruAV9RIIIm6+KWqOxKAqDENyZXcgQ3JlYXRlZDABOfCf + z4IwzDoYQWBj3YIwzDoYShsKDmNyZXdhaV92ZXJzaW9uEgkKBzAuMTE3LjFKGgoOcHl0aG9uX3Zl + cnNpb24SCAoGMy4xMi45Si4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokMDc2MWVlMWMtMzlhMy00MTJlLTk3MzAtNmZmMzc4YWI3OTY2 + ShwKDGNyZXdfcHJvY2VzcxIMCgpzZXF1ZW50aWFsShEKC2NyZXdfbWVtb3J5EgIQAEoaChRjcmV3 + X251bWJlcl9vZl90YXNrcxICGAJKGwoVY3Jld19udW1iZXJfb2ZfYWdlbnRzEgIYAko6ChBjcmV3 + X2ZpbmdlcnByaW50EiYKJDVjZmNhZjI1LWJmZGQtNDcwNy1iNDQ0LTcwODQxY2I2YjIyOUo7Chtj + cmV3X2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDoxMTo1NC4yODIzMjZK + zwUKC2NyZXdfYWdlbnRzEr8FCrwFW3sia2V5IjogIjczYzM0OWM5M2MxNjNiNWQ0ZGY5OGE2NGZh + YzFjNDMwIiwgImlkIjogIjIxZDhmZDE2LTBmMGQtNGViYy05Nzk5LTVjYzNiMjE1MzhhNSIsICJy + b2xlIjogInt0b3BpY30gU2VuaW9yIERhdGEgUmVzZWFyY2hlclxuIiwgInZlcmJvc2U/IjogdHJ1 + ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdfbGxt + IjogIm9wZW5haS9tb2RlbF9uYW1lIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9u + X2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9y + ZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiMTA0ZmUwNjU5ZTEw + YjQyNmNmODhmMDI0ZmI1NzE1NTMiLCAiaWQiOiAiOTA2MGZiYzMtYTUwYy00YjcwLWI5MjQtODgx + Y2Q1NTc5YWU2IiwgInJvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgInZlcmJv + c2U/IjogdHJ1ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2Nh + bGxpbmdfbGxtIjogIm9ubGluZV9sbG0iLCAibGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRp + b25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4 + X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25hbWVzIjogW119XUqTBAoKY3Jld190YXNrcxKEBAqB + BFt7ImtleSI6ICIwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1MyIsICJpZCI6ICJhZjQ4 + MjU4Zi1mMzc5LTQ2ZDMtOWUwNy04YmFmMjMxNmU0MzUiLCAiYXN5bmNfZXhlY3V0aW9uPyI6IGZh + bHNlLCAiaHVtYW5faW5wdXQ/IjogZmFsc2UsICJhZ2VudF9yb2xlIjogInt0b3BpY30gU2VuaW9y + IERhdGEgUmVzZWFyY2hlclxuIiwgImFnZW50X2tleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThh + NjRmYWMxYzQzMCIsICJ0b29sc19uYW1lcyI6IFtdfSwgeyJrZXkiOiAiYjE3YjE4OGRiZjE0Zjkz + YTk4ZTViOTVhYWQzNjc1NzciLCAiaWQiOiAiMmQ2MTA3MjctNTUwZS00YzY3LTk2NDAtZTczZDc2 + Y2Y0MDNkIiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNl + LCAiYWdlbnRfcm9sZSI6ICJ7dG9waWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAiYWdlbnRfa2V5 + IjogIjEwNGZlMDY1OWUxMGI0MjZjZjg4ZjAyNGZiNTcxNTUzIiwgInRvb2xzX25hbWVzIjogW119 + XXoCGAGFAQABAAASgAQKEAIZhErP51QMbUmlxQLsyG4SCJwuuVGWkmoTKgxUYXNrIENyZWF0ZWQw + ATkQjfSCMMw6GEHwOPWCMMw6GEouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5YTBhYzQ5 + Y2ZiZDMyMWRhZEoxCgdjcmV3X2lkEiYKJDA3NjFlZTFjLTM5YTMtNDEyZS05NzMwLTZmZjM3OGFi + Nzk2NkouCgh0YXNrX2tleRIiCiAwMDE3OTdlM2Y2MmQzM2NkMWQ2MzVlYjZmZGQ1YjQ1M0oxCgd0 + YXNrX2lkEiYKJGFmNDgyNThmLWYzNzktNDZkMy05ZTA3LThiYWYyMzE2ZTQzNUo6ChBjcmV3X2Zp + bmdlcnByaW50EiYKJDVjZmNhZjI1LWJmZGQtNDcwNy1iNDQ0LTcwODQxY2I2YjIyOUo6ChB0YXNr + X2ZpbmdlcnByaW50EiYKJGI4YjQ2MzljLWVmOGMtNGFlYy1iYjJiLWRiMzFiNWM0MjcxMUo7Cht0 + YXNrX2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDoxMTo1NC4yODIxODNK + OwoRYWdlbnRfZmluZ2VycHJpbnQSJgokZDlhZjhkMjQtYTJiNy00MjhhLWI1OWUtZjIwMTZiNjQ2 + NGM1egIYAYUBAAEAABKABAoQdFFLJLHgme5Z2dam/oJCeBIIZbqgXj5C1Q8qDFRhc2sgQ3JlYXRl + ZDABORhTsoMwzDoYQVjvsoMwzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFj + NDljZmJkMzIxZGFkSjEKB2NyZXdfaWQSJgokMDc2MWVlMWMtMzlhMy00MTJlLTk3MzAtNmZmMzc4 + YWI3OTY2Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEK + B3Rhc2tfaWQSJgokYWY0ODI1OGYtZjM3OS00NmQzLTllMDctOGJhZjIzMTZlNDM1SjoKEGNyZXdf + ZmluZ2VycHJpbnQSJgokNWNmY2FmMjUtYmZkZC00NzA3LWI0NDQtNzA4NDFjYjZiMjI5SjoKEHRh + c2tfZmluZ2VycHJpbnQSJgokYjhiNDYzOWMtZWY4Yy00YWVjLWJiMmItZGIzMWI1YzQyNzExSjsK + G3Rhc2tfZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjExOjU0LjI4MjE4 + M0o7ChFhZ2VudF9maW5nZXJwcmludBImCiRkOWFmOGQyNC1hMmI3LTQyOGEtYjU5ZS1mMjAxNmI2 + NDY0YzV6AhgBhQEAAQAAEoAEChBRscAw14gpxXyy/Y6mNjBPEgifBYn6KphnJSoMVGFzayBDcmVh + dGVkMAE54HFchDDMOhhByPJchDDMOhhKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEw + YWM0OWNmYmQzMjFkYWRKMQoHY3Jld19pZBImCiQwNzYxZWUxYy0zOWEzLTQxMmUtOTczMC02ZmYz + NzhhYjc5NjZKLgoIdGFza19rZXkSIgogYjE3YjE4OGRiZjE0ZjkzYTk4ZTViOTVhYWQzNjc1NzdK + MQoHdGFza19pZBImCiQyZDYxMDcyNy01NTBlLTRjNjctOTY0MC1lNzNkNzZjZjQwM2RKOgoQY3Jl + d19maW5nZXJwcmludBImCiQ1Y2ZjYWYyNS1iZmRkLTQ3MDctYjQ0NC03MDg0MWNiNmIyMjlKOgoQ + dGFza19maW5nZXJwcmludBImCiQwNWY2Yzg2Yy1iNDIxLTQ3NzktYjZiMi0wNmJmOTc3ZTNjZDRK + OwobdGFza19maW5nZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDQtMjlUMTA6MTE6NTQuMjgy + MjU5SjsKEWFnZW50X2ZpbmdlcnByaW50EiYKJDNlOTk2YTNhLWVhYzAtNDhhMC1hMTgxLTY1ZGEy + OTU1MzA4ZXoCGAGFAQABAAASrw0KEOBkQuIfEw1faT5XlpegVcMSCA34JraK3LK1KgxDcmV3IENy + ZWF0ZWQwATmglwyFMMw6GEF4wRSFMMw6GEobCg5jcmV3YWlfdmVyc2lvbhIJCgcwLjExNy4xShoK + DnB5dGhvbl92ZXJzaW9uEggKBjMuMTIuOUouCghjcmV3X2tleRIiCiA2YmE5MTJmOTEyOWQ2ODQ5 + YTBhYzQ5Y2ZiZDMyMWRhZEoxCgdjcmV3X2lkEiYKJGNlYmI3NTU4LWU1NmEtNDY5My04NGM5LTQ1 + ZDIxOTE3NmQ0NUocCgxjcmV3X3Byb2Nlc3MSDAoKc2VxdWVudGlhbEoRCgtjcmV3X21lbW9yeRIC + EABKGgoUY3Jld19udW1iZXJfb2ZfdGFza3MSAhgCShsKFWNyZXdfbnVtYmVyX29mX2FnZW50cxIC + GAJKOgoQY3Jld19maW5nZXJwcmludBImCiRkZWU5YjM1YS1lZGMzLTQ5OGYtYjY2YS04N2VhY2E0 + NWExZDhKOwobY3Jld19maW5nZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDQtMjlUMTA6MTE6 + NTQuMzIxMDIzSs8FCgtjcmV3X2FnZW50cxK/BQq8BVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVk + NGRmOThhNjRmYWMxYzQzMCIsICJpZCI6ICJlZWU2ZDg5MS1hYjYyLTQzMDMtYjRhMy0xNGU0ZTNk + MDgxNWIiLCAicm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJi + b3NlPyI6IHRydWUsICJtYXhfaXRlciI6IDI1LCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9j + YWxsaW5nX2xsbSI6ICJvcGVuYWkvbW9kZWxfbmFtZSIsICJsbG0iOiAiZ3B0LTRvLW1pbmkiLCAi + ZGVsZWdhdGlvbl9lbmFibGVkPyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRpb24/IjogZmFs + c2UsICJtYXhfcmV0cnlfbGltaXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsia2V5IjogIjEw + NGZlMDY1OWUxMGI0MjZjZjg4ZjAyNGZiNTcxNTUzIiwgImlkIjogIjQzMjI2NjllLTBhMGYtNGVh + Ni1hZjc3LWYwZmI3MDU2NDYwYSIsICJyb2xlIjogInt0b3BpY30gUmVwb3J0aW5nIEFuYWx5c3Rc + biIsICJ2ZXJib3NlPyI6IHRydWUsICJtYXhfaXRlciI6IDI1LCAibWF4X3JwbSI6IG51bGwsICJm + dW5jdGlvbl9jYWxsaW5nX2xsbSI6ICJvbmxpbmVfbGxtIiwgImxsbSI6ICJncHQtNG8tbWluaSIs + ICJkZWxlZ2F0aW9uX2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBm + YWxzZSwgIm1heF9yZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfV1KkwQKCmNyZXdf + dGFza3MShAQKgQRbeyJrZXkiOiAiMDAxNzk3ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRkNWI0NTMiLCAi + aWQiOiAiOTU2YzU5ZTAtMGM1Zi00YThkLWI0ZGMtNmMwNTE4NWE2MWI2IiwgImFzeW5jX2V4ZWN1 + dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRfcm9sZSI6ICJ7dG9w + aWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAiNzNjMzQ5YzkzYzE2 + M2I1ZDRkZjk4YTY0ZmFjMWM0MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsia2V5IjogImIxN2Ix + ODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3IiwgImlkIjogIjRlOWExOGU4LWM4NWUtNDk4Zi1h + ZTgwLWQzMmJjMTQ4N2QxMCIsICJhc3luY19leGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1 + dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwg + ImFnZW50X2tleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJ0b29sc19u + YW1lcyI6IFtdfV16AhgBhQEAAQAAEoAEChALiy3pvIdh2MJMlR62takJEgjil+31N5LveyoMVGFz + ayBDcmVhdGVkMAE5AI0ghTDMOhhBkPIghTDMOhhKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlk + Njg0OWEwYWM0OWNmYmQzMjFkYWRKMQoHY3Jld19pZBImCiRjZWJiNzU1OC1lNTZhLTQ2OTMtODRj + OS00NWQyMTkxNzZkNDVKLgoIdGFza19rZXkSIgogMDAxNzk3ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRk + NWI0NTNKMQoHdGFza19pZBImCiQ5NTZjNTllMC0wYzVmLTRhOGQtYjRkYy02YzA1MTg1YTYxYjZK + OgoQY3Jld19maW5nZXJwcmludBImCiRkZWU5YjM1YS1lZGMzLTQ5OGYtYjY2YS04N2VhY2E0NWEx + ZDhKOgoQdGFza19maW5nZXJwcmludBImCiQzZDYxNWRlYS05ODNmLTRhNGEtYTFkMi1iMjIzNzQ5 + YmYzZTZKOwobdGFza19maW5nZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDQtMjlUMTA6MTE6 + NTQuMzIwOTQySjsKEWFnZW50X2ZpbmdlcnByaW50EiYKJDAzZDVkNzhhLThkYzYtNGRiNS1iZWQ0 + LWQ1YmFiZThkMzEzNnoCGAGFAQABAAA= headers: Accept: - '*/*' @@ -43,11 +107,11 @@ interactions: Connection: - keep-alive Content-Length: - - '1902' + - '5552' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -59,7 +123,7 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:04:49 GMT + - Tue, 29 Apr 2025 13:11:58 GMT status: code: 200 message: OK @@ -69,17 +133,17 @@ interactions: latest developments in {topic}. Known for your ability to find the most relevant information and present it in a clear and concise manner.\n\nYour personal goal is: Uncover cutting-edge developments in {topic}\n\nTo give my best complete - final answer to the task use the exact following format:\n\nThought: I now can - give a great answer\nFinal Answer: Your final answer must be the great and the - most complete as possible, it must be outcome described.\n\nI MUST use these - formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task: - Conduct a thorough research about {topic} Make sure you find any interesting - and relevant information given the current year is 2024.\n\n\nThis is the expect + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about {topic} Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected criteria for your final answer: A list with 10 bullet points of the most relevant information about {topic}\n\nyou MUST return the actual complete content as the final answer, not a summary.\n\nBegin! This is VERY important to you, use the tools available and give your best Final Answer, your job depends on it!\n\nThought:"}], - "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": false}' + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -88,18 +152,18 @@ interactions: connection: - keep-alive content-length: - - '1255' + - '1250' content-type: - application/json cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -107,67 +171,51 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVefuCEPMJPCqhgvBPhOk55hlNQ0m\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107886,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer. \\nFinal - Answer: \\n\\n1. **Artificial Intelligence Advancements**: In 2024, AI has made - significant strides in natural language processing and computer vision, with - models achieving near-human-level understanding and interpretation capabilities. - This has led to more sophisticated AI applications across industries.\\n\\n2. - **Quantum Computing Progress**: Quantum computers are now capable of surpassing - traditional computing power for specific tasks, with breakthroughs in error - correction and qubit coherence. This achievement is paving the way for real-world - applications in cryptography and complex problem-solving.\\n\\n3. **Sustainable - Energy Technologies**: The shift toward renewable energy sources has accelerated, - with innovations in solar panel efficiency and the rise of hydrogen fuel cells - gaining traction as viable alternatives for energy storage and transportation.\\n\\n4. - **Augmented Reality Enhancements**: In 2024, augmented reality (AR) technologies - are being integrated into everyday applications, from retail to education, providing - immersive experiences that enhance learning and consumer engagement.\\n\\n5. - **5G Expansion and 6G Development**: The rollout of 5G continues to expand globally, - while foundational work on 6G is underway, promising enhanced connectivity speeds, - low latency, and the potential for new applications like smart cities and automated - industries.\\n\\n6. **Data Privacy Regulations**: As data breaches become increasingly - sophisticated, worldwide regulations around data privacy have tightened, with - new laws being implemented to protect consumer information and corporate accountability - in data handling.\\n\\n7. **Biotechnology Breakthroughs**: Advances in gene - editing technologies, particularly CRISPR, have progressed rapidly, making personalized - medicine and agricultural improvements more feasible, aiming to address genetic - diseases and food security.\\n\\n8. **Blockchain Applications**: Beyond cryptocurrencies, - blockchain technology is being applied in supply chain management and digital - identity verification, offering transparent and secure methods for transactions - and record-keeping.\\n\\n9. **Mental Health Technology**: The integration of - technology in mental health care is expanding, with virtual reality and AI-driven - apps providing new therapeutic options for patients, drastically improving accessibility - and treatment personalization.\\n\\n10. **Transportation Innovations**: Electric - vehicles (EVs) have seen increased adoption due to advancements in battery technology, - while autonomous vehicles are becoming more prevalent, with pilot programs indicating - potential for widespread urban deployment by 2025.\",\n \"refusal\": - null\n },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n - \ }\n ],\n \"usage\": {\n \"prompt_tokens\": 234,\n \"completion_tokens\": - 457,\n \"total_tokens\": 691,\n \"prompt_tokens_details\": {\n \"cached_tokens\": - 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n - \ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFZdbxvLDX33ryD00jaQAlt2Ettv7k2uG7Ro3SS9QNtcGNQsd5f3zpKL + Ga4UJQjQv9G/119ScFarD9cPfZGg5ZLDM4fniN/OAGZczW5hFlq00PVx8fsP9fLvD5/+EX766Q/3 + 7R+v432+fug/amfXf/kym3uGrn6hYFPWy6BdH8lYZQyHRGjkVS/eXL26uVxeXlyVQKcVRU9reltc + 6aJj4cXyfHm1OH+zuLjeZbfKgfLsFv55BgDwrXx6n1LRl9ktnM+nJx3ljA3NbvcvAcySRn8yw5w5 + G4rN5odgUDGS0vp7EN1AQIGG1wQIjbcNKHlDCeCz/MiCEe7K71v4LJ/l4iW8ePFejJqEDhe0hrv3 + wALfTHsO31+8uIVPLcFgHPnr/h1MxjUHxggsRjFyQxIIWsxQJczGAWPcAnd90jVVUKEhoGDcZs5H + 9ecQCSuWBkyh00SAIQwJjaBPVHHwEzOgVEC1n0gStp6fKBOm0EJH1mqlURum/NJBLR3UB87knb6l + QGIJI3+lCt56G3cptGwUbEg04bNEUoHpBlOVoTpJytts1B13XXBS1+uGElWgqUHZ3U4uQJDFkGVk + gBI4S0kj6JoSWEucyo3MgaRFCY6/T7zGsC1QM4UhsW0LnMsChzAuPnFHI4SHpIFyZmkcwF21RglU + OjQKrfhtbKHFNQEJriJVkLyAeYFCRdAYqVxuObDf1zvhZtNyaAFj1E2GWhNw11HFzg5L5qa1kZoD + zRQ4s8qiw1+9WMAeVxzZJm6uHMyPGoYMKvDOWh+UCRMGc6HsOEn0n3/92+sDiwuwdEdd36KPkArQ + LjuoZK4o7e6f5VmIgwsLNmztCUK29gl/fWJNbPy1TGVCyT2mMnZjmZHOTGIF0StHdFdpP2njrwOK + DR38oF0/2I6i6WGYHpYRWlEziA8MSx2HoqBpwlZbJ2XNRRuD9JgwRnImj7gqAzgfOS7XXXzrC2Tu + hogH6ZyqD821tWYdctzCIIkwtD4lEGlNcSTqtcN611Eaha01fDSUClN1ENJDUtOgcWIMKs/XviMx + z8jHGf308lMdZe76yDVPLpFbTA4GQ9KcoY9otaYuz6HWbFRiB13FiCvdmRd2Ks3eGSiN4FdDZqGc + dxP4xoF9HLLrc5zNLbwXNkbjNWV4m3hN4vfvGB2Zfy+q8XE29ya3GsBEo+GOVuE05tOyVNea7NTu + Woq9IzidOa5IjOstbDAbQaJqGCdX+16TDVIUNNpg0EWdmKSKPiI7zRRo18XNux5Duf77tw8fSkoh + 6wM100xMdL0bkvaEAn8TVvlNhnsSSgc9qu30c8iF33rV3xVDYxmo2F1usd/5yr4haKKu/D9gvh/u + MvW6GV/kPAmUqjlk0+Tf3m2Hgg1VR7dWwN04uPukGxdsPbb4JzZKbpoPSZuE3cE6vD6CqJW53hkI + 7b0hTol8xDxyR5Wrw28fbTRlrV1rKhjzNJFrTK4dYKmGbKkQs9LB3NjdCjUZ7jTzRHhulWKU+kQ2 + XucTkBfnjvKHw1SvCR4mARQHLrg/jhJxtH+mzbEK1nQQzO4PoGi4euJ8YC0a1Bh8Ut3PT6X3rJBO + RnYOK42THFlE17i32sl5vZmkq0jdImtcF/8eJfHyeIVJVA8ZfY2SIcajAIoTWI7z5ennXeT7fl2K + 2vgB+UnqrGbh3D465yq+GmXTflai388Afi5r2XCyac36pF1vj6a/UjlueflqrDc7bIOH6OXNxS5q + ahgPgdfL1/NnCj5WZMgxH212s4ChpeqQelgDcahYjwJnR7D/t53nao/QWZr/p/whEAL1RtXjYfd6 + 7rVEvxTdPv/a/ppLw7NMac2BHo0pORUV1TjEcYedjavVY83SuCp4XGTr/vH88mZ5vVye35zPzr6f + /RcAAP//AwBlrvtp1gsAAA== headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a5d1ef736225-GRU + - 937f0c4499a27dff-GRU Connection: - keep-alive Content-Encoding: @@ -175,7 +223,7 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:04:50 GMT + - Tue, 29 Apr 2025 13:12:02 GMT Server: - cloudflare Transfer-Encoding: @@ -186,10 +234,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '3814' + - '7947' openai-version: - '2020-10-01' strict-transport-security: @@ -201,23 +251,178 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149999710' + - '149999722' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_0e0bf8c81c9997414688b5188337104b - http_version: HTTP/1.1 - status_code: 200 + - req_c8386dd7e67f07b172f16b4ae7029233 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Integration + of AI in {topic}**: The utilization of artificial intelligence has drastically + improved data analysis in {topic}, leading to more accurate predictions and + efficiency in research methodologies.\n\n2. **Rise of Decentralized Data Architecture**: + The trend towards decentralized systems in {topic} has empowered organizations + to maintain greater control over their data, enhancing privacy and security.\n\n3. + **Real-Time Data Processing**: Advances in technology have enabled real-time + data collection and processing in {topic}, which allows for immediate insights + and improved decision-making capabilities.\n\n4. **Focus on Ethical Data Practices**: + There\u2019s an increasing emphasis on ethical considerations in data collection + and usage within {topic}, with organizations prioritizing transparency and user + consent.\n\n5. **Adoption of Quantum Computing**: Quantum computing has begun + to influence {topic} by providing unparalleled processing power, enabling complex + simulations and data analysis at previously unreachable levels.\n\n6. **Emergence + of Standardized Data Protocols**: The development of standardized protocols + in {topic} has simplified data sharing across platforms, fostering greater collaboration + among researchers and businesses.\n\n7. **Sustainability Initiatives Driven + by Data**: Data-driven strategies are now central to sustainability efforts + in {topic}, helping organizations identify waste reduction opportunities and + eco-friendly practices.\n\n8. **Impact of GDPR and Data Regulations**: The European + Union''s General Data Protection Regulation (GDPR) continues to shape data practices + globally, influencing how data is collected, stored, and managed in {topic}.\n\n9. + **Growth of Data Literacy Programs**: There is a notable increase in data literacy + initiatives aimed at educating professionals across various industries about + the importance of data analysis and interpretation in {topic}.\n\n10. **Collaborative + Platforms for Data Sharing**: New collaborative platforms have emerged within + {topic} that facilitate data sharing among researchers and organizations, bolstering + innovation and collective problem-solving efforts.\n\n Guardrail:\n ensure + each bullet contains its source\n \n Your task:\n - Confirm + if the Task result complies with the guardrail.\n - If not, provide clear + feedback explaining what is wrong (e.g., by how much it violates the rule, or + what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3644' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFNNb9swDL3nVxA6J4XjpkvjWwes6zBgn70thcFItK1WFg2J6geK/PfB + dlunWwfsYsB8fE8kH/k4A1DWqAKUblB027nF+x9VXudff1bXcnaRf2wuPn87+3J+n31P67VT857B + u2vS8sw60tx2jsSyH2EdCIV61eV6dbI5zo/zfABaNuR6Wt3JYsWL1nq7yLN8tcjWi+XpE7thqymq + An7NAAAeh29fpzd0rwrI5s+RlmLEmlTxkgSgArs+ojBGGwW9qPkEavZCfij9suFUN1LAJ/B8Bxo9 + 1PaWAKHu6wf08Y4CwNafW48Ozob/Ah63HmCrbtFZs1UFVOgizcdgRWR2qG/6+FZdNgSC8QYCxeQE + DFMEzwLDwB7gzkoD0hDUCYMJaB3sSGOKBJ49AVcDukvOkUDH1ksE67VLhnrEBoicgqZ4BB9QN2MK + tCkKNDi0oq1gbwxwgEAVBfKaQBhi6joOMjygHdo2QouGjrZq6/eHEwtUpYi9az45dwCg9zyKD15d + PSH7F3cc113gXfyDqirrbWzKQBjZ905E4U4N6H4GcDVsQXplrOoCt52Uwjc0PPfuZDXqqWn5DtDl + Eygs6Kb4enkyf0OvNCRoXTzYI6VRN2Qm6rR0mIzlA2B20PXf1bylPXZuff0/8hOgNXVCpuwCGatf + dzylBepv819pL1MeClaRwq3VVIql0DthqMLkxotR8SEKtWVlfU2hC3Y8m6ors+NNfprn2SZTs/3s + NwAAAP//AwCY537nRAQAAA== + headers: + CF-RAY: + - 937f0c777d4a7dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:12:03 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1302' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999133' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_494532a42cfb0a49289ce623a136cff4 + status: + code: 200 + message: OK - request: body: !!binary | - Cs4CCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSpQIKEgoQY3Jld2FpLnRl - bGVtZXRyeRKOAgoQT0LRe4bJ4FgqPQObXTZKYRIIpR3A/gdzzPQqDFRhc2sgQ3JlYXRlZDABOfCJ - CAXzrgkYQcAICgXzrgkYSi4KCGNyZXdfa2V5EiIKIDFmMTI4YmRiN2JhYTRiNjc3MTRmMWRhZWRj - MmYzYWI2SjEKB2NyZXdfaWQSJgokMzUxOGI0YzUtMWEzOS00ZGIxLTgxMDMtNzM5ZTY0OWMwMGQ4 - Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf - aWQSJgokODAzZDlhZjItN2FiMC00NjM3LWIxYmMtOTE0MmYxYmQwMzRhegIYAYUBAAEAAA== + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQC3TXAMtgKyo2xBLmhWk4rhIIt4QFqfelHwYqDFRhc2sgQ3JlYXRlZDABOYDT + IcUyzDoYQThWI8UyzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokY2ViYjc1NTgtZTU2YS00NjkzLTg0YzktNDVkMjE5MTc2ZDQ1 + Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tf + aWQSJgokOTU2YzU5ZTAtMGM1Zi00YThkLWI0ZGMtNmMwNTE4NWE2MWI2SjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokZGVlOWIzNWEtZWRjMy00OThmLWI2NmEtODdlYWNhNDVhMWQ4SjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokM2Q2MTVkZWEtOTgzZi00YTRhLWExZDItYjIyMzc0OWJmM2U2SjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjExOjU0LjMyMDk0Mko7ChFh + Z2VudF9maW5nZXJwcmludBImCiQwM2Q1ZDc4YS04ZGM2LTRkYjUtYmVkNC1kNWJhYmU4ZDMxMzZ6 + AhgBhQEAAQAA headers: Accept: - '*/*' @@ -226,11 +431,11 @@ interactions: Connection: - keep-alive Content-Length: - - '337' + - '579' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -242,62 +447,58 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:04:54 GMT + - Tue, 29 Apr 2025 13:12:08 GMT status: code: 200 message: OK - request: - body: '{"messages": [{"role": "system", "content": "You are {topic} Reporting - Analyst\n. You''re a meticulous analyst with a keen eye for detail. You''re - known for your ability to turn complex data into clear and concise reports, - making it easy for others to understand and act on the information you provide.\n\nYour - personal goal is: Create detailed reports based on {topic} data analysis and - research findings\n\nTo give my best complete final answer to the task use the - exact following format:\n\nThought: I now can give a great answer\nFinal Answer: - Your final answer must be the great and the most complete as possible, it must - be outcome described.\n\nI MUST use these formats, my job depends on it!"}, - {"role": "user", "content": "\nCurrent Task: Review the context you got and - expand each topic into a full section for a report. Make sure the report is - detailed and contains any and all relevant information.\n\n\nThis is the expect - criteria for your final answer: A fully fledge reports with the mains topics, - each with a full section of information. Formatted as markdown without ''```''\n\nyou - MUST return the actual complete content as the final answer, not a summary.\n\nThis - is the context you''re working with:\n1. **Artificial Intelligence Advancements**: - In 2024, AI has made significant strides in natural language processing and - computer vision, with models achieving near-human-level understanding and interpretation - capabilities. This has led to more sophisticated AI applications across industries.\n\n2. - **Quantum Computing Progress**: Quantum computers are now capable of surpassing - traditional computing power for specific tasks, with breakthroughs in error - correction and qubit coherence. This achievement is paving the way for real-world - applications in cryptography and complex problem-solving.\n\n3. **Sustainable - Energy Technologies**: The shift toward renewable energy sources has accelerated, - with innovations in solar panel efficiency and the rise of hydrogen fuel cells - gaining traction as viable alternatives for energy storage and transportation.\n\n4. - **Augmented Reality Enhancements**: In 2024, augmented reality (AR) technologies - are being integrated into everyday applications, from retail to education, providing - immersive experiences that enhance learning and consumer engagement.\n\n5. **5G - Expansion and 6G Development**: The rollout of 5G continues to expand globally, - while foundational work on 6G is underway, promising enhanced connectivity speeds, - low latency, and the potential for new applications like smart cities and automated - industries.\n\n6. **Data Privacy Regulations**: As data breaches become increasingly - sophisticated, worldwide regulations around data privacy have tightened, with - new laws being implemented to protect consumer information and corporate accountability - in data handling.\n\n7. **Biotechnology Breakthroughs**: Advances in gene editing - technologies, particularly CRISPR, have progressed rapidly, making personalized - medicine and agricultural improvements more feasible, aiming to address genetic - diseases and food security.\n\n8. **Blockchain Applications**: Beyond cryptocurrencies, - blockchain technology is being applied in supply chain management and digital - identity verification, offering transparent and secure methods for transactions - and record-keeping.\n\n9. **Mental Health Technology**: The integration of technology - in mental health care is expanding, with virtual reality and AI-driven apps - providing new therapeutic options for patients, drastically improving accessibility - and treatment personalization.\n\n10. **Transportation Innovations**: Electric - vehicles (EVs) have seen increased adoption due to advancements in battery technology, - while autonomous vehicles are becoming more prevalent, with pilot programs indicating - potential for widespread urban deployment by 2025.\n\nBegin! This is VERY important + body: '{"messages": [{"role": "system", "content": "You are {topic} Senior Data + Researcher\n. You''re a seasoned researcher with a knack for uncovering the + latest developments in {topic}. Known for your ability to find the most relevant + information and present it in a clear and concise manner.\n\nYour personal goal + is: Uncover cutting-edge developments in {topic}\n\nTo give my best complete + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about {topic} Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected + criteria for your final answer: A list with 10 bullet points of the most relevant + information about {topic}\n\nyou MUST return the actual complete content as + the final answer, not a summary.\n\nThis is the context you''re working with:\n### + Previous attempt failed validation: The task result does not comply with the + guardrail because none of the bullet points include their sources. Each point + must have a citation or reference to support the claims made.\n\n\n### Previous + result:\n1. **Integration of AI in {topic}**: The utilization of artificial + intelligence has drastically improved data analysis in {topic}, leading to more + accurate predictions and efficiency in research methodologies.\n\n2. **Rise + of Decentralized Data Architecture**: The trend towards decentralized systems + in {topic} has empowered organizations to maintain greater control over their + data, enhancing privacy and security.\n\n3. **Real-Time Data Processing**: Advances + in technology have enabled real-time data collection and processing in {topic}, + which allows for immediate insights and improved decision-making capabilities.\n\n4. + **Focus on Ethical Data Practices**: There\u2019s an increasing emphasis on + ethical considerations in data collection and usage within {topic}, with organizations + prioritizing transparency and user consent.\n\n5. **Adoption of Quantum Computing**: + Quantum computing has begun to influence {topic} by providing unparalleled processing + power, enabling complex simulations and data analysis at previously unreachable + levels.\n\n6. **Emergence of Standardized Data Protocols**: The development + of standardized protocols in {topic} has simplified data sharing across platforms, + fostering greater collaboration among researchers and businesses.\n\n7. **Sustainability + Initiatives Driven by Data**: Data-driven strategies are now central to sustainability + efforts in {topic}, helping organizations identify waste reduction opportunities + and eco-friendly practices.\n\n8. **Impact of GDPR and Data Regulations**: The + European Union''s General Data Protection Regulation (GDPR) continues to shape + data practices globally, influencing how data is collected, stored, and managed + in {topic}.\n\n9. **Growth of Data Literacy Programs**: There is a notable increase + in data literacy initiatives aimed at educating professionals across various + industries about the importance of data analysis and interpretation in {topic}.\n\n10. + **Collaborative Platforms for Data Sharing**: New collaborative platforms have + emerged within {topic} that facilitate data sharing among researchers and organizations, + bolstering innovation and collective problem-solving efforts.\n\n\nTry again, + making sure to address the validation error.\n\nBegin! This is VERY important to you, use the tools available and give your best Final Answer, your job depends - on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": - false}' + on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -306,18 +507,18 @@ interactions: connection: - keep-alive content-length: - - '4065' + - '3777' content-type: - application/json cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -325,128 +526,59 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVefym1A3aTi6N7szB8ei85GCHkyG\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107890,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer \\nFinal - Answer: \\n\\n# Comprehensive Report on Key Technology Trends in 2024\\n\\n## - 1. Artificial Intelligence Advancements\\nIn 2024, artificial intelligence (AI) - has undergone remarkable advancements, particularly in the fields of natural - language processing (NLP) and computer vision. AI models are now achieving near-human-level - understanding and interpretation capabilities, enabling more nuanced interactions - between humans and machines. This progression has spurred the development of - sophisticated AI applications across various sectors, from healthcare, where - AI can analyze medical images and assist in diagnostic processes, to finance, - where predictive analytics enhances decision-making and risk management. With - AI being employed in customer service chatbots and personal assistants, the - technology's integration into daily operations significantly improves productivity - and user experience.\\n\\n## 2. Quantum Computing Progress\\nThe capabilities - of quantum computers have expanded significantly, showcasing their potential - to exceed traditional computing power for specific tasks. In 2024, key breakthroughs - have been made in areas such as error correction and qubit coherence, addressing - longstanding challenges in the field. These advancements are not only enhancing - the performance of quantum systems but are also paving the way for practical - applications in cryptography, where quantum encryption could revolutionize data - security protocols, and in complex problem-solving scenarios across scientific - research and logistics. As quantum technology matures, it holds the promise - to solve problems that are currently intractable for classical computers.\\n\\n## - 3. Sustainable Energy Technologies\\nThe global shift towards sustainable energy - sources has gained remarkable momentum in 2024, driven by innovations in solar - panel efficiency and the adoption of hydrogen fuel cells. Advances in photovoltaic - technology have led to the development of more efficient solar panels capable - of capturing a higher percentage of sunlight, reducing reliance on fossil fuels. - Simultaneously, hydrogen fuel cells are emerging as a viable alternative for - energy storage and transportation, particularly in heavy-duty vehicles and public - transport systems. This transformation towards greener energy solutions is critical - in combating climate change while fostering economic growth through new job - creation in the clean technology sector.\\n\\n## 4. Augmented Reality Enhancements\\nAugmented - reality (AR) technologies are becoming increasingly integrated into everyday - applications as of 2024, providing immersive experiences across various industries, - including retail and education. In retail, AR is enhancing consumer engagement - by allowing customers to visualize products in a real-world context before making - a purchase. In education, AR is facilitating interactive learning experiences, - enabling students to engage with complex subjects through visual simulations - and augmented textbooks. These advancements not only improve user engagement - but also foster greater understanding and retention of information.\\n\\n## - 5. 5G Expansion and 6G Development\\nThe global rollout of 5G technology continues - at a rapid pace, significantly enhancing connectivity speeds and reducing latency. - As 2024 progresses, foundational work on the next-generation 6G networks is - also underway, promising even greater improvements in connectivity and the potential - for groundbreaking applications. These advancements are facilitating the emergence - of smart cities, automated industries, and enhanced telecommunications services. - The increased bandwidth provided by 5G and the anticipation surrounding 6G enable - new possibilities in mobile communications, Internet of Things (IoT) implementations, - and real-time data processing.\\n\\n## 6. Data Privacy Regulations\\nAs data - breaches become increasingly sophisticated and pervasive, regulations surrounding - data privacy have intensified globally in 2024. Many countries have enacted - new laws aimed at protecting consumer information and holding businesses accountable - for their data handling practices. This regulatory environment requires organizations - to implement robust data protection measures, maintain transparency, and establish - trust with consumers. The emphasis on data privacy not only safeguards individuals' - personal information but also promotes ethical practices within the tech industry, - thereby fostering greater public confidence in emerging digital services.\\n\\n## - 7. Biotechnology Breakthroughs\\nThe biotechnology sector has experienced significant - developments in 2024, particularly regarding gene editing technologies such - as CRISPR. These advances enable researchers to make precise modifications to - genetic material, paving the way for personalized medicine that targets genetic - diseases at the source. Agricultural improvements are also on the horizon as - genetically modified crops become more resilient to climate change and pests, - addressing global food security challenges. With ongoing research and clinical - trials, the potential applications of biotechnology in healthcare and agriculture - present transformative opportunities to improve quality of life and sustainability.\\n\\n## - 8. Blockchain Applications\\nBeyond its initial use in cryptocurrencies, blockchain - technology is finding diverse applications in areas such as supply chain management - and digital identity verification. In 2024, businesses leverage blockchain's - inherent transparency and security to streamline operations, enhance traceability, - and foster trust among stakeholders. For example, in supply chain management, - blockchain allows for real-time tracking of products, enabling greater accountability - and efficient inventory management. Similarly, digital identity verification - is becoming more secure through decentralized systems, reducing the risk of - identity theft and fraud, thereby enhancing overall trust in digital transactions.\\n\\n## - 9. Mental Health Technology\\nIn recent years, technology's role in mental health - care has expanded dramatically, with innovative solutions such as virtual reality - (VR) therapy and AI-driven mental health applications emerging in 2024. These - technologies offer patients new therapeutic options that enhance accessibility - and treatment personalization. VR environments can simulate therapeutic situations - for exposure therapy while AI algorithms tailor mental health interventions - according to individual needs, improving overall efficacy. This integration - of technology into mental health care has the potential to bridge gaps in traditional - therapy access, providing vital support to those in need.\\n\\n## 10. Transportation - Innovations\\nTransportation has seen significant innovations as of 2024, driven - primarily by advancements in electric vehicles (EVs) and autonomous technology. - Increasing adoption of EVs is correlated with enhanced battery technologies - that extend range and reduce charging time, making them more appealing to consumers. - Simultaneously, pilot programs for autonomous vehicles are indicating promising - results for safe integration into urban environments. These developments present - the opportunity for reduced traffic congestion, lower emissions, and enhanced - mobility solutions, fundamentally reshaping the landscape of transportation - in cities worldwide by 2025. \\n\\nThrough these comprehensive explorations - of emerging technologies, it is clear that 2024 marks a pivotal year for innovation, - shaping future directions in various industries and enhancing societal progress.\",\n - \ \"refusal\": null\n },\n \"logprobs\": null,\n \"finish_reason\": - \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": 708,\n \"completion_tokens\": - 1223,\n \"total_tokens\": 1931,\n \"prompt_tokens_details\": {\n \"cached_tokens\": - 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n - \ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//fFddbxu3En3PrxgICGoHkiDJkr/e3CQ2VLSNawfoBa6LYMSd3eU1l7OX + 5EpViv73Ysjd1cpx+iJAS3I+zhyeGf71BmCks9E1jFSJQVW1mfz4kC/0bbFF9Vwu78Nm/p/fH385 + 97+uP/KtHY3lBG/+Ryp0p6aKq9pQ0NwuK0cYSKzOL5arq7PF2WIZFyrOyMixog6TJU8qbfVkMVss + J7OLyfyyPV2yVuRH1/DfNwAAf8VfidNm9OfoGmbj7ktF3mNBo+t+E8DIsZEvI/Re+4A2jMaHRcU2 + kI2hr8HyDhRaKPSWAKGQsAGt35GbAjzZW23RwE38cA1P9snOp/Du3doGKhxKvsA53KxBW/iAAeGB + PKFT5bt31/BAimwAH5pMkwdtM60wEIQSA+jOhC0AXdC5VhpN/GyMLsgqEqOZGHWtUSjRy5/GBMpk + FeFs9ha0Fbh93B9KAlSqcaj2ElrtKNMqxPQsmn3Qyk/h5JEbp+gaHisdyjH8NIWTxWyxOp3C0+hz + SfDAhl5k9qi0BDV9GsFP3DjBhfO0dNNZHsPq6uTsdAzz5WoyP19MTwWyhUD2oH20+CGC4tDor5S1 + x50qdSAVGkeC241S7DIBJjAgSGDgqGYXIHdcxRzjwTvekrMoUK2tDzo0gcYgH+F89la8sSvQ6q+x + Uh7QUax4E7TRX8VBdhSN3/tAlRe3ZMtoN+IvlHFsAG0GnlTjdNiPodJBF6mATvtnD+g9Ky28h50O + ZTq7cYSqpCHo3419WIVXcHpM4V3DZ0c28zGcdVWjCn76NIpQn0WoCc3ks65alO4dK/Je2yKCC75x + W9onKD+TKmFtLW9biHJubJYY6sRMEDMxkbo3E2nYkS4DrildBTRAufCYrNrDZg9NLVAuI0UFuMDO + g9HPBCWhCaWSgkgWuY5IjAGN4Z24OC5cYKjwmUCiMfsYzyRzektWKqi9bBoA/DKrl+z+eIiSc/gu + XB2oSwH1llXjgS18DKVWaLrNqIJolUArpiNZ4xb/jSZ0JHa0JTTUwnzxGlOFpSVuCURYHZVkvVxh + an0Xjc7IaEstV33jCIJD62t0Ma9I1YDPVLLJyAmFvYhRJymKjSEVBYzynF0Y4ve9+G9agmu2R5Am + OuoX2BwY3gG5EiBvMq474fytQRuaCt5zVTehZWjvrm42RvsySZ1c+oHupBMd7VptglIXpdFFGTpw + YzmErp5I5HL1mlwOAvp/G5DqAoJAqrRsuNDkx+B1YUWq0Qazb0VCdimscaONDiL0OTtIDfHPBLbX + VWN6KvYsLbmqPdsx/DxE8xtMYi118HBT10Y6SGTIv8vyq/CMYbk8WZyO4epqMp8vkzifS00+VuRS + y+EcHgPaDF12EJ57x4EVm57l0v+c7cx/GlA3Jn+wkL6drB8/nQJay41VlIGlnZDz4KXuHEhasWax + evEGUJ5TbGBmDz44wkqIn7XIlugEolacyAMqx97DcgWZznNyifRZ44OLFczZB4pn5Arghts2HkHu + JWNQpvXjp2F5fqVdC3ybQKr3neENGng/tNnR/kIgfmx8QG0TS/awtjrITdqShw9JyTb7aDiJ9Mt+ + d+eEwNHxe0YhGluw3BN9KIk+OAwkhI0dryRTfyupjrJGESh0m1g1DrXTNngJAy3glhwWkQ+L2VsI + peOmKLu2mInYqOeOnHGy8NofXYMBhK8FP8T0BTZiUjYLDvcYSrhlt0OXdXhexhEsNj6J7+7D/UN/ + Bh6o6O5ax9a4QXq4tk1STF9i3be1VsGhiCU0+3Hq3u3gES+yjn26bZy+TC0q4n65ekW9I28xwzqV + h7RLvkq0mUl07ZzKhGN0YZNPuRguJcBu39+RIZb3Tm9RHUCKV70N8IG2mnZDZCX1H3zHzrXNTZOu + uX3RvzpsrwTbO8e7UPbj3c86UJwn7x0XDqse2OPVA6Vb9lIG2Hb/g+IeI8VyReMgJqZMZ6puHXVy + MIbGZuS8YpeQJ8ioipMDO/DP2pikIrl0bhGllotpipWh2tWOejU1FOndOx5ozMs57ZX0hgD/2GgT + R1Ucbg8Ev7N7ztkdmt98JtAOBGJLcG8w5OyqpCFJVpKiCcQiNepof93vj1OUHJD9BKvprFXLqOTZ + cJKScfhsNvt2pPLxaNJRmWpFYQWdI59yHwzhYBxfvYUNs4+zxEEx48n+ocJNqJvQlW+A6XH+fau/ + c9zUQ1xvsq1QuiKRJN2Lx1Cxe/AE4eELz1HeeJRXpm2MGSxIB0pNMb4t/2hX/u5fk4aL2vHGvzg6 + yrXVvvwiJGYrL0cfuB7F1b/fAPwRX63N0UN0VDuu6vAl8DNFd+cX58ne6PBYPqxezC7b1cABzWFh + fna5HL9i8UtGAbXxg5fvSMlLIzucPTyTsck0Dxbk+z8AAAD//4L5G9M92MyG+D0zL50Y4xESycmp + oFIwHtYPRfYzQllRKmg0AZcyeDiDHaxUnFpUlpmcGl+SmVoEiouU1LTE0hxIH18J0oWLT8vMSwdl + +UxIRz+tIN7A2NLIwsjIwNJAiauWCwAAAP//AwDZ+I2w9hAAAA== headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a5ec0f936225-GRU + - 937f0c810d127dff-GRU Connection: - keep-alive Content-Encoding: @@ -454,7 +586,7 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:05:05 GMT + - Tue, 29 Apr 2025 13:12:20 GMT Server: - cloudflare Transfer-Encoding: @@ -465,10 +597,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '15043' + - '15866' openai-version: - '2020-10-01' strict-transport-security: @@ -480,13 +614,436 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149999013' + - '149999099' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_4bd436f5144121694f8df654ed8514ea - http_version: HTTP/1.1 - status_code: 200 + - req_b2da4475b145e59e73a11172ab872f8f + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Integration + of AI in Data Research**: Recent studies indicate that integrating artificial + intelligence in data research has resulted in a 30% increase in the accuracy + of predictive analytics. (Source: Smith, J. (2025). \"The Role of AI in Data + Science.\" Journal of Data Analytics, 59(3), 145-162.)\n\n2. **Rise of Decentralized + Data Architecture**: According to a 2025 report from the Data Governance Institute, + over 60% of organizations are now utilizing decentralized systems to enhance + data control and security, mitigating risks associated with data breaches. (Source: + Data Governance Institute. (2025). \"Decentralized Data Systems: Trends and + Impacts.\")\n\n3. **Real-Time Data Processing**: A survey from Tech Innovations + found that real-time data processing has increased operational efficiency by + up to 40% in sectors like healthcare and finance, allowing organizations to + make timely data-driven decisions. (Source: Tech Innovations. (2025). \"The + Efficiency of Real-Time Data Processing.\")\n\n4. **Focus on Ethical Data Practices**: + The 2025 Ethics in Data Research report revealed that 70% of organizations now + have comprehensive ethical guidelines to ensure transparency and stakeholder + consent in data collection efforts. (Source: Ethics in Data Research Association. + (2025). \"Trends in Ethical Data Governance.\")\n\n5. **Adoption of Quantum + Computing**: Research published in the Journal of Computational Science highlighted + that 2025 has seen a 50% increase in the adoption of quantum computing technologies, + significantly enhancing capabilities for complex data simulations. (Source: + Thompson, L. (2025). \"Quantum Computing and its Applications in Data Science.\" + Journal of Computational Science, 44(2), 99-114.)\n\n6. **Emergence of Standardized + Data Protocols**: The International Organization for Standardization (ISO) announced + new standardized protocols in 2025 that have effectively streamlined data sharing + processes across 45 different industries, fostering collaboration and innovation. + (Source: ISO. (2025). \"New Data Standards for Global Collaboration.\")\n\n7. + **Sustainability Initiatives Driven by Data**: A report from the Green Data + Coalition noted that data-driven strategies are helping organizations reduce + carbon footprints by an average of 20% through enhanced tracking and analysis + capabilities. (Source: Green Data Coalition. (2025). \"Sustainability and Data: + A Path Forward.\")\n\n8. **Impact of GDPR and Data Regulations**: The GDPR continues + to shape data practices globally, with a 2025 compliance survey showing that + 85% of organizations have adapted their data handling practices to align with + new regulatory standards. (Source: Privacy and Data Compliance Review. (2025). + \"GDPR''s Global Influence on Data Practices.\")\n\n9. **Growth of Data Literacy + Programs**: The Data Literacy Initiative reported a 40% increase in organizations + offering data literacy programs in 2025, underscoring the demand for skilled + professionals capable of interpreting and leveraging data effectively. (Source: + Data Literacy Initiative. (2025). \"Building a Data Literate Workforce.\")\n\n10. + **Collaborative Platforms for Data Sharing**: New collaborative platforms like + DataShare 5.0 have emerged, allowing over 300 organizations to share data securely + and collaboratively, leading to a 25% boost in innovation and research output + in 2025. (Source: Collaborative Research Group. (2025). \"Advancements in Data + Collaboration Platforms.\")\n\n Guardrail:\n ensure each bullet + contains its source\n \n Your task:\n - Confirm if the + Task result complies with the guardrail.\n - If not, provide clear feedback + explaining what is wrong (e.g., by how much it violates the rule, or what specific + part fails).\n - Focus only on identifying issues \u2014 do not propose + corrections.\n - If the Task result complies with the guardrail, saying + that is valid\n "}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4951' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJJNb9swDIbv/hWEzvHg2OkS+7YdOqyHHYZiA7YUhiLRtlpZ0iQ5XRHk + vw+S3djZB7CLAfPhS/EleUoAiOCkAsI66llvZPr+c5O/6HXBH7+W9rb4sfPftocvb+/uP324uSOr + oNCHR2T+VfWG6d5I9EKrETOL1GOout5ubsoiLzZZBL3mKIOsNT7d6LQXSqR5lm/SbJuud5O604Kh + IxV8TwAATvEb+lQcf5IKYq0Y6dE52iKpLkkAxGoZIoQ6J5ynypPVDJlWHlVs/b7TQ9v5Cj6C0s/A + qIJWHBEotKF/oMo9owXYq1uhqIR38b+C014B7MmRSsH3pAJvB1yNsQaRHyh7CmE1SLlX5+XjFpvB + UTnBBaBKaU/DAKPth4mcL0albo3VB/eblDRCCdfVFqnTKphyXhsS6TkBeIgDHa5mRIzVvfG1108Y + nyu300DJvMeZ5rsJeu2pXKjKV3BVr+boqZBusRLCKOuQz9J5f3TgQi9AsnD9Zzd/qz06F6r9n/Iz + YAyNR14bi1ywa8dzmsVw5v9Ku0w5Nkwc2qNgWHuBNmyCY0MHOR4fcS/OY183QrVojRXjBTamzooy + 3+V5VmYkOSe/AAAA//8DANz2gpyPAwAA + headers: + CF-RAY: + - 937f0ce6c99f7dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:12:21 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1348' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998811' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_4371ac952f8d16a2e4e6f14350ec4b01 + status: + code: 200 + message: OK +- request: + body: !!binary | + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQJjmavYHrMSoAfkQdgtPpJBII4Ezs8zy2ZnIqDFRhc2sgQ3JlYXRlZDABOXBo + 0Ow2zDoYQdDP0ew2zDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokY2ViYjc1NTgtZTU2YS00NjkzLTg0YzktNDVkMjE5MTc2ZDQ1 + Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf + aWQSJgokNGU5YTE4ZTgtYzg1ZS00OThmLWFlODAtZDMyYmMxNDg3ZDEwSjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokZGVlOWIzNWEtZWRjMy00OThmLWI2NmEtODdlYWNhNDVhMWQ4SjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokODc4Mzg0ZWMtYWIxMC00NmY3LTg1MzAtMjM5OThjMTQyNjc1SjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjExOjU0LjMyMDk4Nko7ChFh + Z2VudF9maW5nZXJwcmludBImCiRmZDRjMWE1Ny0xODg2LTRkNDktYTFjNC1iMzhkMDE4MDI3MWF6 + AhgBhQEAAQAA + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '579' + Content-Type: + - application/x-protobuf + User-Agent: + - OTel-OTLP-Exporter-Python/1.31.1 + method: POST + uri: https://telemetry.crewai.com:4319/v1/traces + response: + body: + string: "\n\0" + headers: + Content-Length: + - '2' + Content-Type: + - application/x-protobuf + Date: + - Tue, 29 Apr 2025 13:12:23 GMT + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are {topic} Reporting + Analyst\n. You''re a meticulous analyst with a keen eye for detail. You''re + known for your ability to turn complex data into clear and concise reports, + making it easy for others to understand and act on the information you provide.\n\nYour + personal goal is: Create detailed reports based on {topic} data analysis and + research findings\n\nTo give my best complete final answer to the task respond + using the exact following format:\n\nThought: I now can give a great answer\nFinal + Answer: Your final answer must be the great and the most complete as possible, + it must be outcome described.\n\nI MUST use these formats, my job depends on + it!"}, {"role": "user", "content": "\nCurrent Task: Review the context you got + and expand each topic into a full section for a report. Make sure the report + is detailed and contains any and all relevant information.\n\n\nThis is the + expected criteria for your final answer: A fully fledge reports with the mains + topics, each with a full section of information. Formatted as markdown without + ''```''\n\nyou MUST return the actual complete content as the final answer, + not a summary.\n\nThis is the context you''re working with:\n1. **Integration + of AI in Data Research**: Recent studies indicate that integrating artificial + intelligence in data research has resulted in a 30% increase in the accuracy + of predictive analytics. (Source: Smith, J. (2025). \"The Role of AI in Data + Science.\" Journal of Data Analytics, 59(3), 145-162.)\n\n2. **Rise of Decentralized + Data Architecture**: According to a 2025 report from the Data Governance Institute, + over 60% of organizations are now utilizing decentralized systems to enhance + data control and security, mitigating risks associated with data breaches. (Source: + Data Governance Institute. (2025). \"Decentralized Data Systems: Trends and + Impacts.\")\n\n3. **Real-Time Data Processing**: A survey from Tech Innovations + found that real-time data processing has increased operational efficiency by + up to 40% in sectors like healthcare and finance, allowing organizations to + make timely data-driven decisions. (Source: Tech Innovations. (2025). \"The + Efficiency of Real-Time Data Processing.\")\n\n4. **Focus on Ethical Data Practices**: + The 2025 Ethics in Data Research report revealed that 70% of organizations now + have comprehensive ethical guidelines to ensure transparency and stakeholder + consent in data collection efforts. (Source: Ethics in Data Research Association. + (2025). \"Trends in Ethical Data Governance.\")\n\n5. **Adoption of Quantum + Computing**: Research published in the Journal of Computational Science highlighted + that 2025 has seen a 50% increase in the adoption of quantum computing technologies, + significantly enhancing capabilities for complex data simulations. (Source: + Thompson, L. (2025). \"Quantum Computing and its Applications in Data Science.\" + Journal of Computational Science, 44(2), 99-114.)\n\n6. **Emergence of Standardized + Data Protocols**: The International Organization for Standardization (ISO) announced + new standardized protocols in 2025 that have effectively streamlined data sharing + processes across 45 different industries, fostering collaboration and innovation. + (Source: ISO. (2025). \"New Data Standards for Global Collaboration.\")\n\n7. + **Sustainability Initiatives Driven by Data**: A report from the Green Data + Coalition noted that data-driven strategies are helping organizations reduce + carbon footprints by an average of 20% through enhanced tracking and analysis + capabilities. (Source: Green Data Coalition. (2025). \"Sustainability and Data: + A Path Forward.\")\n\n8. **Impact of GDPR and Data Regulations**: The GDPR continues + to shape data practices globally, with a 2025 compliance survey showing that + 85% of organizations have adapted their data handling practices to align with + new regulatory standards. (Source: Privacy and Data Compliance Review. (2025). + \"GDPR''s Global Influence on Data Practices.\")\n\n9. **Growth of Data Literacy + Programs**: The Data Literacy Initiative reported a 40% increase in organizations + offering data literacy programs in 2025, underscoring the demand for skilled + professionals capable of interpreting and leveraging data effectively. (Source: + Data Literacy Initiative. (2025). \"Building a Data Literate Workforce.\")\n\n10. + **Collaborative Platforms for Data Sharing**: New collaborative platforms like + DataShare 5.0 have emerged, allowing over 300 organizations to share data securely + and collaboratively, leading to a 25% boost in innovation and research output + in 2025. (Source: Collaborative Research Group. (2025). \"Advancements in Data + Collaboration Platforms.\")\n\nBegin! This is VERY important to you, use the + tools available and give your best Final Answer, your job depends on it!\n\nThought:"}], + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4897' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//fFdLc9tGEr7nV3Qx5YqdIll6xhvdZCdxyZesJR92a3VpzjSAXg1m4OkG + FTp/fqtnwKflvbCKwDz68T0af/8AMGM/u4GZ61BdP4TFu/vm8sJ/PD+XD//2n96ntw/vnh76P6/6 + D/8aH2Zz25FW/yWn211Ll/ohkHKK9bXLhEp26vnbq+tfLy8ur67Kiz55CratHXRxlRY9R15cnF1c + Lc7eLs7/Me3uEjuS2Q385wcAgL/Lr8UZPf01u4Gz+fZJTyLY0uxmtwhgllOwJzMUYVGMOpvvX7oU + lWIJ/Q5iegaHEVpeEyC0FjZglGfKAI/xD44Y4Lb8v7EHj/FHeJ/6IVNHUWzTPQ0pK6QIv6Ei3JMQ + ZtfB50zRC7y+OLu4flM2/gjnS7iLSm1GqxSkBm7vgE93wmP83BHw8UrMyg07xlDehMAtRUfw+vbu + jZ3h7Yy8PaNDgUzrFEbbz1/Jw5DJs9OSaMSwUXayhHtyFBVER88kwNGzQyXQDhVSbjHy1xKDAFuL + e4rKsZ0C144474+DISdHIiTQ4ZpAiCJYVD3mJ1wFgsuzV8DR0CGWIaBzY0a3WcLnjgXQrzG6cgnY + X9XMq1HJgya4vftJAFccWDf2v1z7lSBgbqnkL6QCGD1kcqm1tKEC8y8YUJVylJpYjxugMHoCzejZ + 8sOwywMDKLku8peRZGmpakpB5iCj6wAFenQdR4JAmKNVA0ObMmvXyxwodpaD1cZq7limDjYpk0OZ + QuQo3HYqc2jQWU5Y6roiixP8tG/R41O5wOUkAmvMnEYBIacpyxL+POoQZgKKLo0Z21oz6lcZHZUc + LKUUUmt9jskgGzYWlDU2pzX5g0auRgUMkuyMHjkqciy1JOUKIeuUYlswM+EgkwxUEcbRj6KZrX7w + GH9+/ZDG7OgGHnrWbg4flxMzlvA4M7Tfp0AnhHhwbAhfPs7gYxqzdSg19dXtNtA5XP/6+vLNHM6v + rhfnv1ws3/w8ce1iCfcs5czfCsYzhsKDekB2HSs5HTNZgMdLCpfwcAnLFrYc27CBFbnUl8ZYjxvK + mTxU2SolPWLOHJ5ZO0hryvDL2asiOoHWlLG1I7QjIZCNKPVijEjZl+cJEKxIkKvGNDn1BVYlhQ92 + XixQu4uirKOS0YhAOm4UND1j9mJQ2qZWxWQCqIApYU6hBlZy7jFiW+lnGBVyY2bdzKGjMEwx9azc + mkRklicBFEmOTexrluWcVSZ0HVWkH1Z2PYZIuZK4gOPdBjxLpbldUEtf0d6PQXkIBDF5kvmJHIlm + iq12dAA/DgUygC1yFAW3WVEG7UzWJ9pVrFdd4FK9fdjtvqSZ2jHUmyZtsus8cAgGbFRLDpoxerRy + mWRkjNKk3Ncqc4QuPX8b81gBVUP+FmjWdNcxrWkrBQdBHfbkhFf/BxJ7or1AhIcKu5utX9kVd/2A + TmX5ONux6dKcAsPiM/cT/P5Zpd56NhkW+jRs3SrbYrXFJcVhv/hIhsymPPUp1pJ6QBBuoxkdmgWU + QMxb00DVCjEANeaDFN1mDoPZohsD5rCZhAg6wqCdMzG0bBquFTmUpFuQMa9pYxTwo7ObVxv4TK6D + uxjTempXk8boq2MU6T+J3XqUktjul+OzQ80uJtu4Ons1lbFUZq+2FIs5HmOlKO8TgTxzo3PgaNgy + cZqsQez0g8JartUSdzwyDphKR0qjhK3Jct+TZ3QbUzWXx2mmAAtqITbWFAmnuOacoqFb5oAhpGc7 + WBSfqEvBUy4xmuinaONF6gcNm+o6lKu07UHFIsVN36co9GWkqGFzSulSaYcDa4GoNf77QLL+DkmK + eU9mt3dem0raOikU0hR4tezs9AP1OaLQaftPLer3fV9T8306HNLmagl/JDeKZfK7dmW0mJajU5tx + LYTtG5eisJ+AJC8NdWsCUzaq5eZoYje5iyG/mEU5Tb4dKycTybQmDNV3UOHt2SvL5rgP5SISxVVg + 6czZjkbedmRPgSNJrboU4TL5GzCX+tSa74BSMiszXTwUPpdCsHnBPKlpUtYitWaGNFVk2JUpU2Nr + y4xegehS37MWr9rBUNh49JKVIXgSrgK7Gjl40DyKAvbpBNQvDVXm2ENmm/G40GsbYJOxp+eUnybw + 7uaqLRYPfGY3UzWmGRkQ3BiK6Kdmmva3eLUhYIy6HXYztVhngpLaaF88S7j1HeVid5qmIWIbltHe + F/dnARvIoxrJUU4aHXFdvRzj8Xxj9yx85jVFCBi9OBzohC/fA9rtNBFwikcUqlrAJ0zYe9Yhca4t + vb2dfBox6tiXT686JxhtdipzKMvbGf3LtMXttlgjp3H60GTMEzzt6SbT2LlPaBi3PJgc5mAcrRFt + pX8aWXefUTYjXJ988uiJVX4bKMfC5Dk8d+w6kHFVZJwx7IEl5ZxDNStz5/Zzp2bC/X6G+XR6zU// + AwAA//+MWk1vGzcQvftXEAKKJoAqyIrdxL05SWsYKBrDPvSSQKB2uSvCFMmS3FVUIP+9mBl+7Vpp + e7S1S3JnHmfee6Rn1oDOVST8mAwTeWWFg47DRg5EiqsmjcV4YIMGaSNaoaH7eStE66Ebj5HQsiMn + bVEpOpyEQxxykhp3ssH0jts9NAMb5CFic4n7YC60zu3NpPXSzNaECPcquBOIwHZJZK2uR6lLANeM + QJGh2j5Q7L5aZSKxkHoUPtU0zG3VOqadZW8O1sNH/V7viJeoxmGDZ7fWKgBQ6gP/oofOAnDJrq5e + bV4v2c3NT5eXV0UV/bxiuG0QpaZjT7FQFEL44EwwjVHYme4TEiGwYF04nWaqE4GZLkPR/17dP316 + zbjWZtCNaJkWx1yXisqyeTougd1w3JCCH5TUueD5PXfwR7EXokJo5Sicn3I76iD1bMmNGBp4uxsU + 6l6owdjalOI7E40WymvK4zIyUJj76pq1suug4oaiv9+fSp8kOQhtyWDR7AfeRwqaugQGCj9JfG32 + XPdiToHAjEq9A3qCQ2a5K1QmCRgc5a+BK9QCc/4dNWUd7hLpiva90Krg2TxHpRc1apyLQzErRIp7 + LwJUKNBn1EbSDuyV2XFV+gYsKDf8HOvZHrl/+lTvjT/EMaI+JxHWekdDf5gMVPWNtyv2NHhwK1LM + 7rUM0IxG4dlHami7Ew3NPutbn1bbGN2gQYRquFHyAH2RkoSZ0F52J9oJdw6MLRzjg4EMSGSqwK9E + 1At1Ay11JTIrpPvtS77vRDsAZ+Buh5vKBOskFE7QEZrxmA7TsQ1IiV8JJ0BlePM80QAeclw3B+Tv + WPy5jjUQMuh9LIAV2wc1QMLrAKVOdB2ZOioDkGxA5lOklShMDfdE9i6h107zITWxlXNFd0ZOEpdC + nwJ9wEj4cS00TL3wwrC4kj2W5YMXCjKPFLkwnCTvjTuB/uRJpABPHQ7CQZ0XTcgy0M2+Yobdc3io + wTyDJMwED//CbtkDD3v2m3Hg1dRAfreKMhyyfffx4TG/xR6LNZGk950AV0WVCh5pdXmUvYJBXmMs + pR4IARUNQvncqQEbQ6zMiXsfjVPtUbbAOWtCGzU02lIoPfzeHCMRfnf9PV3BW25pm2QM7LluFRX4 + NGdISUziBtjtaNQ4y16u8St269PC5QjqFj06pGDB2ETfT0vGa96Moc1IS96WZ0r0XEWLK8Oqds4I + JygizrESIgeRzTmzA60x95jm4iEqqSrCnIQ1pBPB7tAyzvXUD3gK45dsxxXXDU2XuheFLgujtP3m + 8miG5YcYvQy3D2U5j2KU4lgjG8L3o09l+T4jKB2HZJ1bY/tmxe6cOYIlGv3c32UQcAwA2O0dPyCw + H2fETgvR0l58lkpRR+tAcwMfSTY0fV1uPcvil+Y5SkcoNZuDOTOh6VPkGuj8mY+oNJRNy42UPTos + PX3doEFPNsZFtk6Vhix33cpRtgMsHOu0yirQWSdCFLiFy8OLlWecTg8oHrkpz44NYi2ukDhZ/rzg + igMJAtqZAMzOONom6ES9tKCWkUdF6hPlLIJ55AqqTN0HubXOoC8MXbqBglx6M55dZKqNWgbs35Ga + CGeBKyjx1hiVfCI96U2Vlm3rloEnRWfULVqhsqHqds5NPQOYGvrvwUWgtVWPB8H+TIGrMX+5XtWs + ZRTsQfEA8aQcEteJPJd91sB/msnzNj+f1BO8A68Idr1ax8MfoKK6JxLzZr1+yTE8vkDlA6zk1NYn + k4E154SHBBBuONtc/0BuJ0rFUmTouC0qZTMEO4SJYb6X/V4RVmEPyAPsOB7lx5R81ztYNIZORJYv + XYtyukfWbIzaszZHJdrIuZ3wmEyi1EpwtAh7B5YuHE8QX6rUaVIOJc75YE5kTzdM2Xvkv1i4ketE + cz5GNBXOZTYqMTfzlIivjUAHNscRXm/FKJSxSGyEbgUfUXFMcDpFVDYs7pwZbI3V25kKj4W9Dn6G + Y0YtJjG6hv6koQfLv0XRDiEbOlObEuBMqhH4QEOEi05DTXTUJ0clnrWZl2edflqSmeWXc3QCtfqv + Y8+sXJIyj9UymFImEGonzQ+yOSNVogtEmXB0pJkxX5WdVX21wIlu8ByuN+hBqeoHUMGRTcKlhi/x + l2/5GoMyvXVm52evLjqppd9voXQZDVcWfDB2gb9+u2DsC16XGCY3IBbkxG+DeRY43c31DY23KLc0 + yq+XV5t4m2IRTOCq/LJ58za9OBly24rApfLVnYtFA2W9Le+WCxp8aKWpfrioPvzlgs6NTR8vdf9/ + hi8/NI0AnrlN9x7qjy6POQEM6nuP5UDjghdeuFE2YhukcJCMVnR8UHS7ZEHlattJ3UMPl3TFpLPb + 9ZubzbvNZn2zXlx8u/gHAAD//wMAsllgknAjAAA= + headers: + CF-RAY: + - 937f0cf08af77dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:12:48 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '24425' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998820' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_ece6f25a645ab43ad414ccd1bbfb8724 + status: + code: 200 + message: OK version: 1 diff --git a/tests/cassettes/test_guardrail_emits_events.yaml b/tests/cassettes/test_guardrail_emits_events.yaml new file mode 100644 index 000000000..bc8ac18ec --- /dev/null +++ b/tests/cassettes/test_guardrail_emits_events.yaml @@ -0,0 +1,713 @@ +interactions: +- request: + body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour + personal goal is: Test Goal\nTo give my best complete final answer to the task + respond using the exact following format:\n\nThought: I now can give a great + answer\nFinal Answer: Your final answer must be the great and the most complete + as possible, it must be outcome described.\n\nI MUST use these formats, my job + depends on it!"}, {"role": "user", "content": "\nCurrent Task: Gather information + about available books on the First World War\n\nThis is the expected criteria + for your final answer: A list of available books on the First World War\nyou + MUST return the actual complete content as the final answer, not a summary.\n\nBegin! + This is VERY important to you, use the tools available and give your best Final + Answer, your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '903' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFbbbhs3EH33Vwz2pUAgGXbqxInenJtzgZs0dmKgdWHMcmd3J+ZytkOu + ZLUI0N/o7/VLCpK7kpwL2hfL0pDDM2fOXP7cAyi4KhZQmBaD6Xo7f/Ke3rz75G+ffXz04celD+ef + yifL8hc5P/145opZvCHlJzJhurVvpOstBZbRbJQwUPR6eHz04PH9xw+Oj5Ohk4psvNb0YX4k844d + z+8f3D+aHxzPDx+Nt1thQ75YwK97AAB/pr8Rp6votljAwWz6pSPvsaFisTkEUKjY+EuB3rMP6EIx + 2xqNuEAuQX8FTlZg0EHDSwKEJsIGdH5FCnDlXrBDCyfp+wJekhKwBwTLPoDU4CRgaQlKkRsP4iC0 + BC9YfYBLUVvBJeoMyEV6IhjXwBKVZfDQk/qeTOAleUBXxasd+cWVu3KH+3Dv3lVxYi38PDCFyfMl + +UDq4IWKC1cFlGt4rmxaOENlhPfUof4+0L17MIcTcLIkCxX1bEJ8OXqg256UyRnyEf8paYcOvNiK + ST1Ug8aTG+zwagYtN63lpt34aEVVNN0PSs60sEKtUWk/Yr+fsV98TUQG/FpaB2+IGnQjzkiOUkvO + xyTIknTJtEruW4q+Z4AO7fqPCICDB4ODJz+DDj+JQokh2Pg1kmjEefp9SAEmOD+OVI4wPrhKHC0g + wjsPouvpmdOU+ZSuw8eHRxAkfj7KmE/3X+/DGa1JJ2pRFWPqoGWf3IQWA5gI3meiXWCliKe2bAKs + OLSAUIsZklBuaA20JBdy8mtuBh0hH20ZPB1c4vlkaAY/ZvwJaomKcLkPF4Npu4lHB2iMRe6ogpXo + DVQUkO0m8/kxS1jFn4Y+hjgSPOkPCNWuwQdssj6MdCWGGVDXt+j5j8lZRYY9SwYXXZJm7A8y9lOR + qlxTfCKK+KLFEfx7KUkDnCouyW9wD0FKlkaxbycmsQ+RkC9E+7XmoFbpACcJ/3CnsGaAVlyTyY+e + gqLzHNtUhNaLD/MYvuU6i/dhhn8Zz78dFJ6gufETUZdo7QI+skkJj5Q9ozqqht2OVp7hkis4D5Fv + L9vcRAV79pPe6tRZ1oR6R+gyBMsu0lzKiLljywE1pkUxUMPbfgFeDMu8F8uBDVpIve02+Eyib7Gn + fFCGYKTLQR7v6GtS/QJO4GlKNrwcFT3C+mYRv6NACi9RQ4rvomWfeiD0KkuuIsKxLuflep7/i/KU + wYUZDKkRxjxJJKFi1Cmo8UzivNRJbiuMiR0VHGSbr0fbUGK3CgLPXZUkd4nqc5mfdKQce/zZROTz + rZ7Y7Ta7saVWK9QKzvbhqdT1Tn3RbW8l1r24VJSTY3ZLsUvqyCUtbJJZsTdD7vrfSyJ3PZqQa+dx + DubtkjT5uJA+puU8K/ufv/728IzxPzJzoqEdFJ53Pa3HZlXHc+0Ou9+oopVyCOSiB3TbyJZiBxeI + ojLrmlJCEBRX01jJTOQ2sTtcUkCHB9+dBTGwn2gFr6wdMiXVJLyx5YpW4uCpqPJ2VMRhZ9fAO7eS + 7JLceyWfGyqYVsWJlSZVRXtX0XmiGEPecxzetSho7mHxCFoLJZqbRmVwVY4kCTwN/R2Bx0lOIbll + 5+OEzDndDAd/p5elt/OedMshNxDPjeM6Uj32tq+Z2t/dXZTqwWPcn9xg7Y4BXVxFYj7S1vTbaPm8 + 2ZOsNL1K6b+4WtTs2LfXSujFxZ3IB+mLZP28B/Bb2seGOytW0at0fbgOckPpucPjcR8rtmvg1nqU + Nz+AIkhAuzU8PJoMdxxe57nld1a6wqBpqdpe3e5/OFQsO4a9nbC/hvMt3zl0ds3/cb81GEN9oOq6 + V6pyJXzrmFJck793bENzAlz4uPkYug5MGlNRUY2Dzctr4dc+UHdds2tIe+W8wdb9dVWiwYcHVX1Q + 7H3e+xcAAP//AwDV5F0jzwsAAA== + headers: + CF-RAY: + - 937ec970ab837df5-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:26:28 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=lSQwOucDEe7UVr7Rj6WZvsTkBkgGT9q7hgVX9AzK42s-1745929588-1.0.1.1-6m0TeDAKI0Hgbl6.GmWHMBMkIpmnfhOu3jQKfjmcvWLHqWUWoE1O4xa9VCtZYXv6_9poUVQq_oCNtzy8eL1XDc8_J3aRMOG3LCvOyvqCawk; + path=/; expires=Tue, 29-Apr-25 12:56:28 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=TeUS2y0sO.6zigvKZd5.0zRS7sujoYCd9.wMQJboxxo-1745929588265-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '10782' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999808' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_cbf6ad64d8b470c6d9eff91852f85e1c + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n Here is a list of + notable books on the First World War, encompassing various perspectives and + themes:\n\n1. **\"All Quiet on the Western Front\" by Erich Maria Remarque** + - A novel depicting the experiences of German soldiers during World War I, highlighting + the horrors of trench warfare.\n\n2. **\"The First World War\" by John Keegan** + - A comprehensive overview of the war, analyzing its causes, major battles, + and consequences.\n\n3. **\"A World Undone: The Story of the Great War, 1914 + to 1918\" by G.J. Meyer** - A narrative history that covers the entire conflict + with a focus on key events and figures.\n\n4. **\"The Guns of August\" by Barbara + W. Tuchman** - An acclaimed work detailing the events leading up to the war + and the early stages of combat, emphasizing the decisions of leaders.\n\n5. + **\"Goodbye to All That\" by Robert Graves** - An autobiography that captures + the experience of trench warfare from a soldier''s perspective, along with the + transition to post-war life.\n\n6. **\"With Our Backs to the Wall: Victory and + Defeat in 1918\" by David Stevenson** - An analysis of the final year of the + war, outlining both the military strategies and the socio-political contexts + that shaped the outcome.\n\n7. **\"The Great War: A Combat History of the First + World War\" by Peter Hart** - This book provides a battle-by-battle account, + using personal diaries and accounts to bring the war''s events to life.\n\n8. + **\"The War to End All Wars: The American Military Experience in World War I\" + by Edward M. Coffman** - An exploration of American involvement in the war, + discussing military strategies and impacts.\n\n9. **\"Over the Top: A Soldier\u2019s + Diary of the First World War\" by Arthur Empey** - A firsthand account of trench + warfare written by an American volunteer, offering a raw depiction of combat + experiences.\n\n10. **\"The First World War: A New Illustrated History\" by + Gordon Corrigan** - A richly illustrated book that presents a chronological + history of the war, accessible for readers of all backgrounds.\n\nThis list + provides a variety of insights and narratives that capture the complexity and + significance of the First World War.\n\n Guardrail:\n Ensure the + authors are from Italy\n \n Your task:\n - Confirm if the + Task result complies with the guardrail.\n - If not, provide clear feedback + explaining what is wrong (e.g., by how much it violates the rule, or what specific + part fails).\n - Focus only on identifying issues \u2014 do not propose + corrections.\n - If the Task result complies with the guardrail, saying + that is valid\n "}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3636' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFPJbhsxDL37Kwidx4HjOrDjW4qiRZBb4m6oA4OWODNqNNREouwYgf+9 + 0HhNF6CXEYaPyyP5+NoDUNaoKShdo+imdf3393SH+qv9/vLlefXw0MZw/222nn1No9sPQRU5wi9/ + kpZD1IX2TetIrOcdrAOhUM56OR5dXQ+vryaTDmi8IZfDqlb6I99vLNv+cDAc9Qfj/uVkH117qymq + KfzoAQC8dt/Mkw29qCkMioOloRixIjU9OgGo4F22KIzRRkEWVZxA7VmIO+qz2qeqlincAvs1aGSo + 7IoAocr8ATmuKQDM+aNldHDT/U/hdc4Ac7VCZ81cTaFEF6nYGUsis0T9lO1zNasJBOMTBIrJCRhP + EdgLdAPbwNpKDVITVAmDCWgdLEljigTsmcCXHepsFDKASWofImAgKINv4FbQbS7gxrkj1hDnNWTv + g5exZUmBOFdNLMFSLMCydslYruAThQZ5U3SVPt/t34ebApANeKkpxALWtdU1rKx3KBQ7n0DPyQbK + FUHqPK8DhxQFltTRs8gXczXn7fkOApUpYtYBJ+fOAGT2grmBbvuPe2R73LfzVRv8Mv4WqkrLNtaL + QBg9591G8a3q0G0P4LHTVXojFdUG37SyEP9EXbnxaK8rdZLzGTreg+IF3ck+uTwAb/ItDAlaF8+U + qTTqmswp9CRjTMb6M6B31vWfbP6We9e55ep/0p8ArakVMos2kLH6bccnt0D52v/ldpxyR1hFCiur + aSGWQt6EoRKT292gipso1CxKyxWFNtjdIZbtYvDuejgZDgfXA9Xb9n4BAAD//wMAG/c/OJYEAAA= + headers: + CF-RAY: + - 937ec9b72e717e0f-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:26:30 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=2Kv7JW0NnxXgvGH0KQnR1VcNF47nEYxhEB4bYlFvRfA-1745929590-1.0.1.1-gmQvNlZR_WoNPIkf.07YchEy.a13FU2sP7wZropzue.84PKf6DVY_clzo6DqmBOk8PtKtM3gV952vhWHuE0ygk7096hW9jQTST91FDi30Jc; + path=/; expires=Tue, 29-Apr-25 12:56:30 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=HHxY6s22oZkfAHAh8HGGIeDkKOuavigZ5DkKL6.WyGc-1745929590485-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1744' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999140' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_74247d0bd52dcebe834bd1cdb4b38470 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour + personal goal is: Test Goal\nTo give my best complete final answer to the task + respond using the exact following format:\n\nThought: I now can give a great + answer\nFinal Answer: Your final answer must be the great and the most complete + as possible, it must be outcome described.\n\nI MUST use these formats, my job + depends on it!"}, {"role": "user", "content": "\nCurrent Task: Gather information + about available books on the First World War\n\nThis is the expected criteria + for your final answer: A list of available books on the First World War\nyou + MUST return the actual complete content as the final answer, not a summary.\n\nThis + is the context you''re working with:\n### Previous attempt failed validation: + The task result does not comply with the guardrail because none of the listed + authors are from Italy. All authors mentioned are from different countries, + including Germany, the UK, the USA, and others, which violates the requirement + that authors must be Italian.\n\n\n### Previous result:\nHere is a list of notable + books on the First World War, encompassing various perspectives and themes:\n\n1. + **\"All Quiet on the Western Front\" by Erich Maria Remarque** - A novel depicting + the experiences of German soldiers during World War I, highlighting the horrors + of trench warfare.\n\n2. **\"The First World War\" by John Keegan** - A comprehensive + overview of the war, analyzing its causes, major battles, and consequences.\n\n3. + **\"A World Undone: The Story of the Great War, 1914 to 1918\" by G.J. Meyer** + - A narrative history that covers the entire conflict with a focus on key events + and figures.\n\n4. **\"The Guns of August\" by Barbara W. Tuchman** - An acclaimed + work detailing the events leading up to the war and the early stages of combat, + emphasizing the decisions of leaders.\n\n5. **\"Goodbye to All That\" by Robert + Graves** - An autobiography that captures the experience of trench warfare from + a soldier''s perspective, along with the transition to post-war life.\n\n6. + **\"With Our Backs to the Wall: Victory and Defeat in 1918\" by David Stevenson** + - An analysis of the final year of the war, outlining both the military strategies + and the socio-political contexts that shaped the outcome.\n\n7. **\"The Great + War: A Combat History of the First World War\" by Peter Hart** - This book provides + a battle-by-battle account, using personal diaries and accounts to bring the + war''s events to life.\n\n8. **\"The War to End All Wars: The American Military + Experience in World War I\" by Edward M. Coffman** - An exploration of American + involvement in the war, discussing military strategies and impacts.\n\n9. **\"Over + the Top: A Soldier\u2019s Diary of the First World War\" by Arthur Empey** - + A firsthand account of trench warfare written by an American volunteer, offering + a raw depiction of combat experiences.\n\n10. **\"The First World War: A New + Illustrated History\" by Gordon Corrigan** - A richly illustrated book that + presents a chronological history of the war, accessible for readers of all backgrounds.\n\nThis + list provides a variety of insights and narratives that capture the complexity + and significance of the First World War.\n\n\nTry again, making sure to address + the validation error.\n\nBegin! This is VERY important to you, use the tools + available and give your best Final Answer, your job depends on it!\n\nThought:"}], + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3509' + content-type: + - application/json + cookie: + - __cf_bm=2Kv7JW0NnxXgvGH0KQnR1VcNF47nEYxhEB4bYlFvRfA-1745929590-1.0.1.1-gmQvNlZR_WoNPIkf.07YchEy.a13FU2sP7wZropzue.84PKf6DVY_clzo6DqmBOk8PtKtM3gV952vhWHuE0ygk7096hW9jQTST91FDi30Jc; + _cfuvid=HHxY6s22oZkfAHAh8HGGIeDkKOuavigZ5DkKL6.WyGc-1745929590485-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFZtbtxGEv2vUxT4ZwFjRtAocmTpn7yBHCW24cTGGkFkCDXdRbLsZhVT + 3ZzxKDCw19gb5B65yZ5k0U3OhxUF2D8zIJtdXa/eq9f1+xFAxb66hMq1mFzXh/nzn+lHt/rl5Q+v + vVu8ufrB/xTf6Q3+/Ozdx9BXs7xDlx/Jpe2uY6ddHyixyrjsjDBRjro4P3t6cXrx9OKkLHTqKeRt + TZ/mZzrvWHh+enJ6Nj85ny+eTbtbZUexuoRfjwAAfi+/OU/x9Lm6hBKrvOkoRmyoutx9BFCZhvym + whg5JpRUzfaLTiWRlNRvQHQNDgUaXhEgNDltQIlrMoBbuWbBAFfl+RK+JyPgCAiBYwKtQTThMhAs + VT9FUIHUElyzxQTv1YKH92iwNk6JBJYbuEkYGAVwSK1anAGLU+vVMLE0sEJjHSL0ZLEnl3hFEVB8 + DttRvLyVW1kcw5Mnt9VNgI4VRDuCP/8AoRgH0dsqn/JdDgPX+uQJzOEKBuHfBgJBy8esCFgSWVqz + 5DPzWZpRxqTG03ktlyeHAWp0KQIudUgFHXd9eaP1AcSbjH0LLqpjSpvjnO3pmO1LhGYgMwRPDKIx + Wf4T4THjVyVjXGGTI2jJ4RWaU3iDoWMyLljetRxLraE3XbHP2YKnhBzIAzqngxRecqL0uSdjEkcl + 2X12wTNZBD9Yxv8IYzOo1Q0xr46UskGniVeYBT5WKCYbmiZQLDC/GWG+HUIgSIbOEXgKAeGFoXiC + FwX9CPYtWcMKbxOybDlqDPuWHYiuKEBqMcEykPgIaIljYpfxGMXIKrDm1B5ytKc2KXjq2Y1cBa4p + Y99h5lGhyUhcO9YlP78osn+PVsCcTZz9o+gER2HghOeNcYcTHHil4hkDjbhe8BCp7wm+I3g5JOY4 + gcvmYNSSxJyirshWTOsRJX3ugxrFkkdD2mvgVEA5HCLFGXT4UQ2WmFLIj7n4QaWZJ7IOqK5pUmMO + sEbbKnFTvlzSRsUXWE93UvyKk1yTa+MhTFJ8gxoU/okpoQ339/hAeNT1LUa+nzI2arh0z9gWD7ti + F3sGLTdt4KZNW9FFboRrdihpi27b6w+1G7QUhFecJTwJcOK0YPt2wkYpZY/yDMOodEyTJ1yFbJTi + TeH6GJ4bNyiJdgSFkO1GpZxWosRD38LtcYdds86dMjZifoV7K8n5sSTuMNGhmW0d0ggzyyM4p90S + U4FxPsK4ur8fzLio1Vgc4aFL3EQhadqtI9DEy2fsWCZW9uV7tPOnLqhNJUHIux7reDeENBjNoFPD + QLMdObFFIw8OOzT0+SDATnNRTLUfCXn2F99jeIUp0UTHtaG4LDPzLDzRcOi6PNJReqTWEHSdvW6j + gzQ7QB3Kf//9nwgfdTChDaTWdGjaPTla11ToYolZehl60rFE2dB2ZPVx41oN2pTDDyzeqdSB3UjP + xQhqcbF4Ol9cLJ4dw8tHDe5KvBHC62xJW2wxx0cLG1irfRpxoWDYbDspJsNEzfYGSuRa2WWEfoXi + qCNJMbdg0A35wwu1Vsu98veeXgAsTnaXZ8NqopOprTgVjxvT/1eWnNznu+eQHYf9eAVIM7kWbjum + qKmMCrnixeYiBMLSF9uCiz9wqdkk2PxBq9kLaZOF1ZMf3asQKzhxxJ4k8XSnFjMqE8jOU7I2DKX5 + Su/TkAHrVkclgOcVWTwYBcZa96a1DqVnH8qkG0LiGh0l8l+5UrFhatDx/hp5WPLDqcuoHiLmyU+G + EA4WUPIQVS7WPO99mFa+7Ca8oE1vuowPtlY1C8f2zgijSp7mYtK+KqtfjgA+lEly+Go4rHrTrk93 + ST9ROe58cTbGq/YD7H717OJ8Wk2aMOwXFqeLxeyRiHfjLBIPptHKoWvJ7/fuR1ccPOvBwtEB7r/m + 81jsETtL8/+E3y84R30if9cb+dFnHvvMKE/4f/fZrs4l4SrmO93RXWKyzIWnGocwzt1V3MRE3V3N + 0pD1xuPwXfd3fokOvz3x9Ul19OXofwAAAP//AwDXPLUkigwAAA== + headers: + CF-RAY: + - 937ec9c4b8307e0f-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:26:41 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '10386' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999169' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_7e9c58909cf39af106866bae0c0cf7e1 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n Here is a list of + notable books on the First World War written by Italian authors, incorporating + various perspectives and themes:\n\n1. **\"Il mio nome \u00e8 nessuno\" by Dario + Fo** - A unique narrative intertwining personal stories and historical facts + about the impacts of World War I on Italian society.\n\n2. **\"La guerra dei + nostri nonni\" by Mario avagliano and Marco Palmieri** - This book provides + a detailed account of the experiences of Italian soldiers during the First World + War, focusing on their motivations and struggles.\n\n3. **\"Sulle tracce della + Grande Guerra\" by Sergio Staino** - A graphic novel that blends artistic expression + with historical narrative to depict the life of soldiers in the trenches of + the Great War.\n\n4. **\"L''intera storia della Prima Guerra Mondiale\" by Giuseppe + De Lutiis** - A comprehensive overview that explores the geopolitical causes, + major battles, and long-term effects of the war on Italy and beyond.\n\n5. **\"La + Grande Guerra in Friuli\" by Paolo Cattaruzza** - This book emphasizes the regional + impact of World War I in Friuli, highlighting the significant battles and the + experiences of local civilians and soldiers.\n\n6. **\"Lettere di un soldato\" + by Alessandro F. Brigante** - A collection of letters written by a soldier during + the war, providing a personal and intimate perspective on the realities of combat.\n\n7. + **\"Azzurri in trincea\" by Mario Isnenghi** - The book examines the experience + of Italian soldiers in the front lines, focusing on their culture, morale, and + the shared camaraderie among troops.\n\n8. **\"La guerra di Matteo\" by Franco + Cardini** - A historical fiction that follows a young Italian man\u2019s journey + through the war, offering insights into the emotional and psychological impacts + of conflict.\n\n9. **\"1915-1918. La Grande Guerra\" by Andrea Nativi** - A + scholarly work that analyzes the strategies and technological advancements employed + by Italian forces during the First World War.\n\n10. **\"Il giorno della vittoria\" + by Vincenzo Pardini** - A captivating exploration of the final offensives leading + to the end of the war, examining how they shaped Italy\u2019s national identity.\n\nThis + list highlights a range of Italian authors who offer diverse narratives and + profound insights into the multifaceted experiences and legacies of the First + World War.\n\n Guardrail:\n Ensure the authors are from Italy\n \n Your + task:\n - Confirm if the Task result complies with the guardrail.\n - + If not, provide clear feedback explaining what is wrong (e.g., by how much it + violates the rule, or what specific part fails).\n - Focus only on identifying + issues \u2014 do not propose corrections.\n - If the Task result complies + with the guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", + "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3829' + content-type: + - application/json + cookie: + - __cf_bm=2Kv7JW0NnxXgvGH0KQnR1VcNF47nEYxhEB4bYlFvRfA-1745929590-1.0.1.1-gmQvNlZR_WoNPIkf.07YchEy.a13FU2sP7wZropzue.84PKf6DVY_clzo6DqmBOk8PtKtM3gV952vhWHuE0ygk7096hW9jQTST91FDi30Jc; + _cfuvid=HHxY6s22oZkfAHAh8HGGIeDkKOuavigZ5DkKL6.WyGc-1745929590485-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJJNb9swDIbv/hWEzvHgeFmT+NYNKFbstGLADnNhKBJtq5EpQZLTFUH+ + +yDHiZ19ALsYMB++FF+SxwSAKckKYKLlQXRWpx+f8Av5dXj8vH16kG+f9j6Xuxf5vf56nx3YIirM + 7gVFuKjeCdNZjUEZOmPhkAeMVZfr1Ydtvr3LlgPojEQdZY0N6cqknSKV5lm+SrN1utyM6tYogZ4V + 8CMBADgO39gnSfzJCsgWl0iH3vMGWXFNAmDO6Bhh3HvlA6fAFhMUhgLS0Pq31vRNGwp4BDKvIDhB + ow4IHJrYP3Dyr+gASnpQxDXcD/8FHEsCKNmBayVLVkBwPS7OsRpR7rjYxzD1Wpd0mj/usO491yOc + AU5kAo8DHGw/j+R0NapNY53Z+d+krFakfFs55N5QNOWDsWygpwTgeRhofzMjZp3pbKiC2ePw3Ppu + HCib9jjRfDPCYALXM9XmAm7qVRIDV9rPVsIEFy3KSTrtj/dSmRlIZq7/7OZvtc/OFTX/U34CQqAN + KCvrUCpx63hKcxjP/F9p1ykPDTOP7qAEVkGhi5uQWPNen4+P+TcfsKtqRQ0669T5AmtbZe+3+SbP + s23GklPyCwAA//8DANS97/6PAwAA + headers: + CF-RAY: + - 937eca0769737e0f-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:26:42 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '924' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999094' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_242f5797b2a0bf5867b01ab6027921fa + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour + personal goal is: Test Goal\nTo give my best complete final answer to the task + respond using the exact following format:\n\nThought: I now can give a great + answer\nFinal Answer: Your final answer must be the great and the most complete + as possible, it must be outcome described.\n\nI MUST use these formats, my job + depends on it!"}, {"role": "user", "content": "\nCurrent Task: Test task\n\nThis + is the expected criteria for your final answer: Output\nyou MUST return the + actual complete content as the final answer, not a summary.\n\nBegin! This is + VERY important to you, use the tools available and give your best Final Answer, + your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '807' + content-type: + - application/json + cookie: + - __cf_bm=2Kv7JW0NnxXgvGH0KQnR1VcNF47nEYxhEB4bYlFvRfA-1745929590-1.0.1.1-gmQvNlZR_WoNPIkf.07YchEy.a13FU2sP7wZropzue.84PKf6DVY_clzo6DqmBOk8PtKtM3gV952vhWHuE0ygk7096hW9jQTST91FDi30Jc; + _cfuvid=HHxY6s22oZkfAHAh8HGGIeDkKOuavigZ5DkKL6.WyGc-1745929590485-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFNNTxsxEL3nV4x8TqIQICm5tYeqiAMSqoSqFq0ce3Z3wOvZ2rMbAuK/ + V/YGNrQcell5583He+Pn5wmAIqs2oEytxTStm325wSuOVw+if3wz14Iu7tZP29vLm+vb05Wapgre + 3qOR16q54aZ1KMR+gE1ALZi6nqzPzi+WF6vFMgMNW3SprGpldsazhjzNlovl2Wyxnp18OlTXTAaj + 2sDPCQDAc/4mnt7io9rAYvoaaTBGXaHavCUBqMAuRZSOkaJoL2o6goa9oM/UL8HzDoz2UFGPoKFK + tEH7uMMA8Mt/Ja8dfM7/G/heI5guBPQCouMDkO/Z9RihDdyTJV+BBqk5cFfVoL0Fi6LJoYWAsWUf + EbY6ogX2IDUCPrZoBC2YQIKBNDTo0xbRzuESduQctAFjnpimD2tOhywCdiQ1dwKxaxod6Il8NQX0 + sQuJjNRaAHsMe9AxTQKKYLjHgBaEoUEc+gb83VHANDwCliUaoR7dfp41cyeGG3ylk6QiGKcDyT6r + TLQC1uhjWiP5kkOjk4yBQdm5kpyLedRgnJTHZQ6kTc6PLyhg2UWdTOI7544A7T1L7putcXdAXt7M + 4LhqA2/jX6WqJE+xLgLqyD5dfBRuVUZfJgB32XTdOx+pNnDTSiH8gHncyfnp0E+NXh/R1foACot2 + Y3y5PFj1fb9i8EU8sq0y2tRox9LR47qzxEfA5Ej1v2w+6j0oJ1/9T/sRMAZbQVu0AS2Z94rHtID3 + 2cQfp71tORNWEUNPBgshDOkmLJa6c8MDVXEfBZuiJF9haAMNr7RsC7vVRq8WtlyoycvkDwAAAP// + AwC4yvtmswQAAA== + headers: + CF-RAY: + - 937eca0f18177e0f-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:26:44 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1988' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999832' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_99b127ab59c932c0b46dbecc738df8ba + status: + code: 200 + message: OK +version: 1 diff --git a/tests/cassettes/test_guardrail_when_an_error_occurs.yaml b/tests/cassettes/test_guardrail_when_an_error_occurs.yaml new file mode 100644 index 000000000..718805fbe --- /dev/null +++ b/tests/cassettes/test_guardrail_when_an_error_occurs.yaml @@ -0,0 +1,288 @@ +interactions: +- request: + body: '{"messages": [{"role": "system", "content": "You are Test Agent. Test Backstory\nYour + personal goal is: Test Goal\nTo give my best complete final answer to the task + respond using the exact following format:\n\nThought: I now can give a great + answer\nFinal Answer: Your final answer must be the great and the most complete + as possible, it must be outcome described.\n\nI MUST use these formats, my job + depends on it!"}, {"role": "user", "content": "\nCurrent Task: Gather information + about available books on the First World War\n\nThis is the expected criteria + for your final answer: A list of available books on the First World War\nyou + MUST return the actual complete content as the final answer, not a summary.\n\nBegin! + This is VERY important to you, use the tools available and give your best Final + Answer, your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '903' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFdhb9w2Ev3uXzHQlwCBbewmThzvN1+Q2G3PQM+X1mjPhTFLjqSpKY46 + pHazV+S/H0hK2t00Be6LYZEi9d68x8fZP08AKrbVCirTYjRd787+cU/3P7+9tfTPq+1PTffDtr7+ + tf759+HG9tdSnaYVsv6dTJxWnRvpekeRxZdpo4SR0q7Ly4s3V68Xi+VlnujEkkvLmj6eXchZx57P + Xi1eXZwtLs+W78bVrbChUK3gPycAAH/mvwmnt/S5WsHidBrpKARsqFrNLwFUKi6NVBgCh4g+Vqf7 + SSM+ks/QvwMvWzDooeENAUKTYAP6sCUFePQf2aOD6/y8gltSAg6AkOgqteRDWuc4RJAacIPscO0I + 1iLPAcRDbAk+soYID6LOwgPq6tE/+uU5vHz5WH1qCf7tiPotumfSsIJb2cKHQaUneCAfIUpaA+xh + ebW8eKxgvYP3rXKI0rek8N6hPr98mcACwKeWQ/44WHIbCsA+SgZRBPoMNZooGiC2GMGRhXFehrhW + wufEIz1vUU9B6pqUfQPsAzdtPNivF8eRDTpAbyGIYXRgdx47NiFtQqhuB68WsQVDPg66G3mdJ/6v + Cv/rsSw/eSueVpDrEUV3E4ybLMhDApP4J7TLq+W7Uoeb8+/P4Y52pHMB8tOLAPS5xyKOR1WM6T8j + G8rMCchH1kwSthxbQKjFDFmxtcQWOnYcUXcQomKkhilknmltO3To0wdImbyhAOTtoGQTpCDOcvpK + etvwhh2jD4COnwvx1yNx5+BfA1OcTPJAIZJ6+KjiY6H3Qdm0cIfKCPfUof4x0Ez0GnrhxqOP4GVD + rghqsI+DUiGpFNhliAW74tDhAfAM+IY00Zlx2yELPrsVvjuFNQayE1AcYiupxLI9qkJmd7G39Veu + L5S+l9bDD0QN+plJeYReZcM21RksReTkzVmGNvl974pszpowDsfuTPJhjI7C6YFyp7N0yQDoHHDX + o8mlb5ysk4frGlkLhzeFw42IXe8oOS6J9anFUZZ7WZNGuFHcUDg+eThEWbM0in27AyUjg4/huGyH + xsHEdiz9VPm/Hj6EnjSIH8+a0fHgpdGeTPb2KI4RXzs2ce/WXkI8Sz4nxUzvbaH3HiOGqClE8sla + TalzI8k+stfsDj/DLYbIvtnTnQbAtCqejRs9RxtKjB2hTdCHPm+1N9OMq8TDrFaR/ID/i5Q1HFOq + 7NUqELNdDVPk0XWXe9eljySp4IO3ZOFHQjPGyr2gHePjYiKmDSpFuENzx84deHIeSXI5mU7UcegV + U+bHo1RNF4zyeojfTtcsLnV9i4H/OzG2ZDiw+AAdWkroUglzkBiVEA6z893fHrIVXMP7chMT3JYz + M3ON7OGGXTLvsWvNtGI6ZRGfKYCOAGKrMjTtQW7Grw6iSgccAxgcQjFPesI6pmyJ7SkMofh4y5ZA + 0TeUNggy6BQcV4VTcWJi9guhlmDM5LKchcqPODi4xe7Ai12Jb5qv3J43EtHBLu0idbk7jq1XPGZp + gyFialxSTKDbZUkSfie+OXPF50B1TSbO+28TqAx8uSjIk/FuRQON9WbTIjm4E+0HbWQGO5a8ZWeV + /IswpTc5Vzw2Bx1Cm/abrHYUHF9nRctN61IGTqNr8RbWFLdEHtBzh65kQr69AmDHNsSSGS1KEeED + mnZUNsw9TEqhAIPnPwY6jJyyXb6iyuENgGsZ4rdanlPo8HmE1sEG3ZC7JKXRAlCLAvqdeEodBmm6 + DG1qemJiPqmZ+EseHp16ftjXKdVDwNRb+sG5gwn0XorEuaP8bZz5MveQTppeZR2+WlrV7Dm0T0oY + xKd+MTVdVZ79cgLwW+5Vh6P2s+pVuj4+RXmm/Lnl5dirVvsWeT/75vXFOBsTw/3E5WKaONrwaSz1 + QbtbGTQt2f3SfW+Mg2U5mDg5oP1XON/au1Bn3/w/2+8njKE+kn3qlSybY8r715TST4i/e20ucwZc + BdING3qKTJqksFTj4EpjX4VdiNQ91ewb0l65dPd1/2TXaPDtwtaL6uTLyf8AAAD//wMA10Lu/OsM + AAA= + headers: + CF-RAY: + - 937ed42dee2e621f-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:33:48 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=mLRCnpdB3n_6medIZWHnUu8MNRGZsD6riaRhN47PK74-1745930028-1.0.1.1-M2lDM1_V9hNCK0MZrBnFalF3lndC3JkS8zhDOGww_LmOrgdpU9fZLpNZUmyinCQOnlCjDjDYJUECM82ffT1anqBiO1NoDeNp91EPKiK7s.8; + path=/; expires=Tue, 29-Apr-25 13:03:48 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=eTrj_ZhCx2XuylS5vYROwUlPrJBwOyrbS2Ki.msl45E-1745930028010-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '10856' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999807' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_bc2d62d8325b2bdd3e98544a66389132 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n Here is a comprehensive + list of available books on the First World War:\n\n1. **\"The Sleepwalkers: + How Europe Went to War in 1914\" by Christopher Clark** \n This book delves + into the complex factors that led to the outbreak of the war, offering insights + into the political and social dynamics of early 20th century Europe.\n\n2. **\"A + World Undone: The Story of the Great War, 1914 to 1918\" by G.J. Meyer** \n Meyer''s + expansive narrative covers the entire war with a focus on both military strategies + and the human experiences endured by soldiers and civilians alike.\n\n3. **\"All + Quiet on the Western Front\" by Erich Maria Remarque** \n A poignant novel + that captures the resilience and trauma experienced by German soldiers during + World War I, based on the author''s own experiences.\n\n4. **\"The First World + War\" by John Keegan** \n Keegan provides a detailed military history of + the war, featuring insights on battles, strategies, and the overall impact on + global affairs.\n\n5. **\"Goodbye to All That\" by Robert Graves** \n This + autobiography recounts the author''s experiences as a soldier during the war, + offering a personal and critical perspective on the conflicts and the post-war + era.\n\n6. **\"Catastrophe 1914: Europe Goes to War\" by Max Hastings** \n Hastings + chronicles the events leading up to World War I and the early battles, detailing + the war''s initial impact on European societies.\n\n7. **\"The War That Ended + Peace: The Road to 1914\" by Margaret MacMillan** \n MacMillan explores the + political and historical factors that contributed to the outbreak of war, emphasizing + the decisions made by leaders across Europe.\n\n8. **\"The First World War: + A Complete History\" by Martin Gilbert** \n This complete history takes readers + through the entirety of the war, from its causes to its aftermath, using a wide + range of sources.\n\n9. **\"1914: The Year the World Ended\" by Paul Ham** \n Ham + focuses on the pivotal year of 1914 and the early war''s devastation, analyzing + its long-lasting effects on the world.\n\n10. **\"War Horse\" by Michael Morpurgo** \n This + children''s novel tells the story of a horse and his experiences during the + war, highlighting the bond between animals and humans amidst the chaos.\n\nEach + of these books offers unique perspectives and rich details about the First World + War, making them valuable resources for anyone interested in this pivotal period + in history.\n\n Guardrail:\n Ensure the authors are from Italy\n \n Your + task:\n - Confirm if the Task result complies with the guardrail.\n - + If not, provide clear feedback explaining what is wrong (e.g., by how much it + violates the rule, or what specific part fails).\n - Focus only on identifying + issues \u2014 do not propose corrections.\n - If the Task result complies + with the guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", + "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '3917' + content-type: + - application/json + cookie: + - __cf_bm=mLRCnpdB3n_6medIZWHnUu8MNRGZsD6riaRhN47PK74-1745930028-1.0.1.1-M2lDM1_V9hNCK0MZrBnFalF3lndC3JkS8zhDOGww_LmOrgdpU9fZLpNZUmyinCQOnlCjDjDYJUECM82ffT1anqBiO1NoDeNp91EPKiK7s.8; + _cfuvid=eTrj_ZhCx2XuylS5vYROwUlPrJBwOyrbS2Ki.msl45E-1745930028010-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFPLbtswELz7KxY8y4HsJHWsW9wiQVq0hzx6aBUIa3IlMaFIlVw5NQL/ + e0Epiew+gF4EamZnuC8+TwCEViIDIWtk2bRmurqm29X1+/PNzYfL06+fFV8svz2sttuF+XHzUSRR + 4dYPJPlVdSRd0xpi7exAS0/IFF1ni5PT5XE6m896onGKTJRVLU9P3LTRVk/n6fxkmi6ms7MXde20 + pCAy+D4BAHjuvzFPq+inyCBNXpGGQsCKRPYWBCC8MxERGIIOjJZFMpLSWSbbp35bu66qOYMrsO4J + JFqo9IYAoYr5A9rwRB4gtxfaooHz/j+D59wC5GKDRqtcZFCiCZQMYEmk1igfI56LL84SuBK4JsCO + a+cDGB2YFGjbo4zhETyFzjCgJyi9a+CK0WyP4NyYA2VDNraY1BjpuCYP0nWWvaaQQOhkDRjgknyD + dpv0BnefEkCrhvPNUS5yu9vviaeyCxjnYjtj9gi01jHGS/tp3L8wu7f+G1e13q3Db1JRaqtDXXjC + 4GzsdWDXip7dTQDu+zl3B6MTrXdNywW7R+qvWywXg58Y12tk370sgWDHaEb87PRVdeBXKGLUJuxt + ipAoa1KjdFwr7JR2e8Rkr+o/s/mb91C5ttX/2I+ElNQyqaL1pLQ8rHgM8xRf37/C3rrcJywC+Y2W + VLAmHyehqMTODG9ChG1gaopS24p86/XwMMq2SI+X87P5PF2mYrKb/AIAAP//AwD77a3iJgQAAA== + headers: + CF-RAY: + - 937ed6bd68faa435-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 12:35:23 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1138' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999072' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_2ba1be014a5974ba354aff564e26516a + status: + code: 200 + message: OK +version: 1 diff --git a/tests/cassettes/test_multiple_before_after_kickoff.yaml b/tests/cassettes/test_multiple_before_after_kickoff.yaml index 7cd59d474..b8e16b5f1 100644 --- a/tests/cassettes/test_multiple_before_after_kickoff.yaml +++ b/tests/cassettes/test_multiple_before_after_kickoff.yaml @@ -1,40 +1,47 @@ interactions: - request: body: !!binary | - CusOCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSwg4KEgoQY3Jld2FpLnRl - bGVtZXRyeRKaDAoQoIrabVYsFbbHfYiDTst34xIIG0YGNNs8p2gqDENyZXcgQ3JlYXRlZDABOYhW - grn2rgkYQUBQhbn2rgkYShoKDmNyZXdhaV92ZXJzaW9uEggKBjAuODAuMEoaCg5weXRob25fdmVy - c2lvbhIICgYzLjEyLjdKLgoIY3Jld19rZXkSIgogMWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMy - ZjNhYjZKMQoHY3Jld19pZBImCiQzM2Q1NTk3MS1iZmI2LTQ5MTgtODNhZC1iZWMxZmEyYzc0NjhK - HAoMY3Jld19wcm9jZXNzEgwKCnNlcXVlbnRpYWxKEQoLY3Jld19tZW1vcnkSAhAAShoKFGNyZXdf - bnVtYmVyX29mX3Rhc2tzEgIYAkobChVjcmV3X251bWJlcl9vZl9hZ2VudHMSAhgCSrQFCgtjcmV3 - X2FnZW50cxKkBQqhBVt7ImtleSI6ICI3M2MzNDljOTNjMTYzYjVkNGRmOThhNjRmYWMxYzQzMCIs - ICJpZCI6ICIwZGZjYzg3MS01ZGI5LTRkYjItOWIyNy0xN2I0MmIyZmZiMTAiLCAicm9sZSI6ICJ7 - dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJ2ZXJib3NlPyI6IHRydWUsICJtYXhf - aXRlciI6IDIwLCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xsbSI6ICIiLCAi - bGxtIjogImdwdC00by1taW5pIiwgImRlbGVnYXRpb25fZW5hYmxlZD8iOiBmYWxzZSwgImFsbG93 - X2NvZGVfZXhlY3V0aW9uPyI6IGZhbHNlLCAibWF4X3JldHJ5X2xpbWl0IjogMiwgInRvb2xzX25h - bWVzIjogW119LCB7ImtleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJp - ZCI6ICJiZjFkODdkZC0zZmUyLTRjYTctOTI1My0xYTQyYTljNWE5NjYiLCAicm9sZSI6ICJ7dG9w - aWN9IFJlcG9ydGluZyBBbmFseXN0XG4iLCAidmVyYm9zZT8iOiB0cnVlLCAibWF4X2l0ZXIiOiAy - MCwgIm1heF9ycG0iOiBudWxsLCAiZnVuY3Rpb25fY2FsbGluZ19sbG0iOiAiIiwgImxsbSI6ICJn - cHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJsZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4 - ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9saW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtd - fV1KkwQKCmNyZXdfdGFza3MShAQKgQRbeyJrZXkiOiAiNmFmYzRiMzk2MjU5ZmJiNzY4MWY1NmM3 - NzU1Y2M5MzciLCAiaWQiOiAiNjhhZmY3NzctODEwYy00N2Q0LTlmMjItMjBlY2VhY2Y3ZTFhIiwg - ImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRf - cm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJlc2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAi - NzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsi - a2V5IjogImIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3IiwgImlkIjogImNlZmFlNzU1 - LTMzNzctNGE3OS1hNGMyLTZkMDk5Yzk0YmRlYiIsICJhc3luY19leGVjdXRpb24/IjogZmFsc2Us - ICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcg - QW5hbHlzdFxuIiwgImFnZW50X2tleSI6ICIxMDRmZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1 - MyIsICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEAAQAAEo4CChAk4SmgCGgI1cLD7bspORIREgiA - ME8JXP1gfioMVGFzayBDcmVhdGVkMAE56EuWufauCRhBWOCWufauCRhKLgoIY3Jld19rZXkSIgog - MWYxMjhiZGI3YmFhNGI2NzcxNGYxZGFlZGMyZjNhYjZKMQoHY3Jld19pZBImCiQzM2Q1NTk3MS1i - ZmI2LTQ5MTgtODNhZC1iZWMxZmEyYzc0NjhKLgoIdGFza19rZXkSIgogNmFmYzRiMzk2MjU5ZmJi - NzY4MWY1NmM3NzU1Y2M5MzdKMQoHdGFza19pZBImCiQ2OGFmZjc3Ny04MTBjLTQ3ZDQtOWYyMi0y - MGVjZWFjZjdlMWF6AhgBhQEAAQAA + CuoRCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSwREKEgoQY3Jld2FpLnRl + bGVtZXRyeRKnDQoQNqOad6IrfJm4KSihMA59NRIIVg6xl6r4LrsqDENyZXcgQ3JlYXRlZDABOYCV + yjE9zDoYQRh22TE9zDoYShsKDmNyZXdhaV92ZXJzaW9uEgkKBzAuMTE3LjFKGgoOcHl0aG9uX3Zl + cnNpb24SCAoGMy4xMi45Si4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNmY2NWVjNmYtMGM1NC00MDQ5LThiZTgtOWRkOGRjZTVmMGMx + ShwKDGNyZXdfcHJvY2VzcxIMCgpzZXF1ZW50aWFsShEKC2NyZXdfbWVtb3J5EgIQAEoaChRjcmV3 + X251bWJlcl9vZl90YXNrcxICGAJKGwoVY3Jld19udW1iZXJfb2ZfYWdlbnRzEgIYAko6ChBjcmV3 + X2ZpbmdlcnByaW50EiYKJDYzMTNlOTRlLTQ0MTUtNDQxMy1hNGY5LTMxYmEyN2UzZTEyM0o7Chtj + cmV3X2ZpbmdlcnByaW50X2NyZWF0ZWRfYXQSHAoaMjAyNS0wNC0yOVQxMDoxMjo0OC43NTc0MzZK + xwUKC2NyZXdfYWdlbnRzErcFCrQFW3sia2V5IjogIjczYzM0OWM5M2MxNjNiNWQ0ZGY5OGE2NGZh + YzFjNDMwIiwgImlkIjogIjI5YzMzYmUyLWMwZmUtNGI4OC05MDNjLWE4MzQ5ZDIxMDgxNCIsICJy + b2xlIjogInt0b3BpY30gU2VuaW9yIERhdGEgUmVzZWFyY2hlclxuIiwgInZlcmJvc2U/IjogdHJ1 + ZSwgIm1heF9pdGVyIjogMjUsICJtYXhfcnBtIjogbnVsbCwgImZ1bmN0aW9uX2NhbGxpbmdfbGxt + IjogImxvY2FsX2xsbSIsICJsbG0iOiAiZ3B0LTRvLW1pbmkiLCAiZGVsZWdhdGlvbl9lbmFibGVk + PyI6IGZhbHNlLCAiYWxsb3dfY29kZV9leGVjdXRpb24/IjogZmFsc2UsICJtYXhfcmV0cnlfbGlt + aXQiOiAyLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsia2V5IjogIjEwNGZlMDY1OWUxMGI0MjZjZjg4 + ZjAyNGZiNTcxNTUzIiwgImlkIjogIjM5ZGU5Y2ExLWFlMjktNDI5NC04YjRhLWY1YjBhZmYyOTMw + YSIsICJyb2xlIjogInt0b3BpY30gUmVwb3J0aW5nIEFuYWx5c3RcbiIsICJ2ZXJib3NlPyI6IHRy + dWUsICJtYXhfaXRlciI6IDI1LCAibWF4X3JwbSI6IG51bGwsICJmdW5jdGlvbl9jYWxsaW5nX2xs + bSI6ICJvbmxpbmVfbGxtIiwgImxsbSI6ICJncHQtNG8tbWluaSIsICJkZWxlZ2F0aW9uX2VuYWJs + ZWQ/IjogZmFsc2UsICJhbGxvd19jb2RlX2V4ZWN1dGlvbj8iOiBmYWxzZSwgIm1heF9yZXRyeV9s + aW1pdCI6IDIsICJ0b29sc19uYW1lcyI6IFtdfV1KkwQKCmNyZXdfdGFza3MShAQKgQRbeyJrZXki + OiAiMDAxNzk3ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRkNWI0NTMiLCAiaWQiOiAiMWRhZjkwNTctZDEx + NC00ODNmLWE0OWMtNGVlMDFkYzk0MWIwIiwgImFzeW5jX2V4ZWN1dGlvbj8iOiBmYWxzZSwgImh1 + bWFuX2lucHV0PyI6IGZhbHNlLCAiYWdlbnRfcm9sZSI6ICJ7dG9waWN9IFNlbmlvciBEYXRhIFJl + c2VhcmNoZXJcbiIsICJhZ2VudF9rZXkiOiAiNzNjMzQ5YzkzYzE2M2I1ZDRkZjk4YTY0ZmFjMWM0 + MzAiLCAidG9vbHNfbmFtZXMiOiBbXX0sIHsia2V5IjogImIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1 + YWFkMzY3NTc3IiwgImlkIjogImE4YmE1MmFlLTc5NDItNDE2Yi04YTdkLTdjNzZkMzQzMDE1YSIs + ICJhc3luY19leGVjdXRpb24/IjogZmFsc2UsICJodW1hbl9pbnB1dD8iOiBmYWxzZSwgImFnZW50 + X3JvbGUiOiAie3RvcGljfSBSZXBvcnRpbmcgQW5hbHlzdFxuIiwgImFnZW50X2tleSI6ICIxMDRm + ZTA2NTllMTBiNDI2Y2Y4OGYwMjRmYjU3MTU1MyIsICJ0b29sc19uYW1lcyI6IFtdfV16AhgBhQEA + AQAAEoAEChBDP5l0DjoBGKgMxteEDV7jEghlXEOTh7NRoSoMVGFzayBDcmVhdGVkMAE5WB3tMT3M + OhhBmLntMT3MOhhKLgoIY3Jld19rZXkSIgogNmJhOTEyZjkxMjlkNjg0OWEwYWM0OWNmYmQzMjFk + YWRKMQoHY3Jld19pZBImCiQ2ZjY1ZWM2Zi0wYzU0LTQwNDktOGJlOC05ZGQ4ZGNlNWYwYzFKLgoI + dGFza19rZXkSIgogMDAxNzk3ZTNmNjJkMzNjZDFkNjM1ZWI2ZmRkNWI0NTNKMQoHdGFza19pZBIm + CiQxZGFmOTA1Ny1kMTE0LTQ4M2YtYTQ5Yy00ZWUwMWRjOTQxYjBKOgoQY3Jld19maW5nZXJwcmlu + dBImCiQ2MzEzZTk0ZS00NDE1LTQ0MTMtYTRmOS0zMWJhMjdlM2UxMjNKOgoQdGFza19maW5nZXJw + cmludBImCiRjYmZjNjIwMi1lZWI4LTQ2Y2MtYTIwOC0zZmUyOWI0NWI3MGJKOwobdGFza19maW5n + ZXJwcmludF9jcmVhdGVkX2F0EhwKGjIwMjUtMDQtMjlUMTA6MTI6NDguNzU3MTg1SjsKEWFnZW50 + X2ZpbmdlcnByaW50EiYKJDcyODI1M2YwLWY4ODUtNDFiYS1hNTljLWVjZDc5ZWUwYWVkZHoCGAGF + AQABAAA= headers: Accept: - '*/*' @@ -43,11 +50,11 @@ interactions: Connection: - keep-alive Content-Length: - - '1902' + - '2285' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -59,7 +66,7 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:05:09 GMT + - Tue, 29 Apr 2025 13:12:53 GMT status: code: 200 message: OK @@ -69,17 +76,17 @@ interactions: latest developments in plants. Known for your ability to find the most relevant information and present it in a clear and concise manner.\n\nYour personal goal is: Uncover cutting-edge developments in plants\n\nTo give my best complete - final answer to the task use the exact following format:\n\nThought: I now can - give a great answer\nFinal Answer: Your final answer must be the great and the - most complete as possible, it must be outcome described.\n\nI MUST use these - formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task: - Conduct a thorough research about plants Make sure you find any interesting - and relevant information given the current year is 2024.\n\n\nThis is the expect + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about plants Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected criteria for your final answer: A list with 10 bullet points of the most relevant information about plants\n\nyou MUST return the actual complete content as the final answer, not a summary.\n\nBegin! This is VERY important to you, use the tools available and give your best Final Answer, your job depends on it!\n\nThought:"}], - "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": false}' + "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -88,18 +95,18 @@ interactions: connection: - keep-alive content-length: - - '1250' + - '1245' content-type: - application/json cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -107,72 +114,57 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVegEGAMTASvlfwjAjy5PsqGwtN6X\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107906,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer \\nFinal - Answer: \\n1. **Plant-Based Plastics**: 2024 has seen significant advancements - in bioplastics derived from plants such as corn and sugarcane, which are being - used as sustainable alternatives to petroleum-based plastics. These innovations - aim to reduce plastic waste and reliance on fossil fuels.\\n\\n2. **Gene Editing - Breakthroughs**: CRISPR technology continues to revolutionize agricultural practices. - Researchers have developed genetically modified crops that are more resistant - to pests and diseases, thereby decreasing the need for chemical pesticides and - increasing food security.\\n\\n3. **Vertical Farming Expansion**: Urban agriculture - has gained momentum with vertical farming techniques that utilize less water - and space. In 2024, cities worldwide are adopting these innovative systems to - meet the growing food demand while reducing transportation emissions.\\n\\n4. - **Climate-Resilient Plants**: Scientists are identifying and breeding plant - varieties that can withstand extreme weather conditions such as droughts, floods, - and high temperatures, helping farmers adapt to climate change and ensuring - crop yields remain stable.\\n\\n5. **Edible Vaccines in Plants**: Research into - producing vaccines in plants has progressed, with trials showing that certain - plants can be engineered to express antigens that could serve as edible vaccines, - offering a low-cost and easy delivery method for immunizations.\\n\\n6. **Fungi - and Plant Collaborations**: The study of mycorrhizal fungi and their symbiotic - relationships with plants has gained traction. Research indicates that these - fungi enhance nutrient uptake and enhance plant resilience to environmental - stressors, making them pivotal in sustainable agriculture.\\n\\n7. **Biophilic - Design**: The trend of integrating nature into architecture and urban planning - has expanded, with an emphasis on incorporating plants into building designs - to improve air quality, enhance mental well-being, and reduce overall energy - consumption.\\n\\n8. **Deciduous Trees and Urban Cooling**: Research shows that - strategically planted deciduous trees can significantly lower urban temperatures, - reduce energy consumption for cooling, and improve urban biodiversity, highlighting - the importance of green infrastructure.\\n\\n9. **Carnivorous Plant Studies**: - The understanding of carnivorous plants and their unique adaptations has advanced, - with findings suggesting potential applications in pest control and sustainable - agriculture due to their natural predatory methods.\\n\\n10. **Smart Agriculture - Technology**: The integration of IoT and AI in agriculture is revolutionizing - plant cultivation. Farmers now use sensors and data analytics to monitor plant - health in real-time, optimize water usage, and increase crop yields sustainably.\\n\\nThese - insights underline the ongoing research and innovations in the plant science - field that can lead to more sustainable and resilient agricultural practices - while addressing critical global challenges.\",\n \"refusal\": null\n - \ },\n \"logprobs\": null,\n \"finish_reason\": \"stop\"\n }\n - \ ],\n \"usage\": {\n \"prompt_tokens\": 227,\n \"completion_tokens\": - 529,\n \"total_tokens\": 756,\n \"prompt_tokens_details\": {\n \"cached_tokens\": - 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": {\n - \ \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAA4xX328cuQ1+919BLNCXYG04dhI7fkvSBg3Qa3Nxrg9tDgZHwxnxrBEVSbP25pD/ + vSA1+8PpFejLArOUKPLjx0/U7ycAK+5XN7ByHqubUjh9+2m4/Pn23W/pektXf3tzif6X+fLF1/gP + 1139a7XWHdL9Rq7udp05mVKgyhKb2WXCSur1+dWLl68vLy5fXZthkp6CbhtTPX0hpxNHPr04v3hx + en51+vx62e2FHZXVDfz7BADgd/vVOGNPj6sbOF/v/pmoFBxpdbNfBLDKEvSfFZbCpWKsq/XB6CRW + ihb6B4jyAA4jjLwhQBg1bMBYHigDfInvOWKAN/Z9A1/i8zN49uxjwFhP32KhHt6yDDOF8uzZDbzp + NxgdFeAII0Wq7IDiyJEocxwBMwGGIA/6kakQZucpF6gCPW0oSIKkvgtUjxVSln52BJ5HTxm2TKEv + IAN0y6FryNTPrrkLrIeDRBikFA5gS87gvWSgR9TyrKEkcoyBv1EPpWbkaA7LA1fnx4ylAMYeMIxI + Fm9H6t3NofJGCwqDZJgkE9AwsGOKdRfOEq9y4OxL/BIvFKt3nz7cfvwEn8n5KEHGrYJjAMLbTNRz + HBW6z55gLqSxLDvqYYfHAugcBcoWQvUE3bJZd/RcCAudZlqqbTn0WebR19Mqui/WBdoz+HSEvKao + FMAukJaBel4WagVlogIPXD2kTI4LS1xDILSDq2gQeF+9HWRVLxVTIHBZUoHA9wSZHVk4D16Zpeh1 + VCtlJQAHJq1ZFXCBJ6wEzmMcyfC7VPz+SbmywwDvMU967IcYZYMKsnFubx8Wu+HGX2cq4HFDQBsJ + GwVNgGOlUSEEbEztwW/7LEkiu6XwtPtcA08py0Z9loTuUHC3taUlEfUK/wJXlofqz+Cz5wITVS89 + RKkgMWzBSSyUN4omau7dXAFDEdDun/gbFSvqwoBEpbLjnlpMnnLXPg2WFwrLX6LHaMRvXPropUrZ + xuqVAwrMj1WmxxTE2vABt9ZyZD7ITk5P9iuTHRUraWPNGpKoaDCGoBRWeSvWGVnSrjO7LcxJPb88 + /9MZ/J0eYIOZW63UVWDlo0cFourmlKWStqBVqiOKwL2eMrDRHCs4mUNvnDOWGLHMoHjD15ndPeVG + MOVp0KgzFZmzI+CY5mqgvdzrFryTaZojO4tLkbqtc887uhQvD3GRnyZFqo5uv4faOYTOg1SVpYX/ + kEUq0OPcY10Kt5GAlQOB5BEjO3WTZI59WWiy00Dg8qStWoPMsaes/bzr80Y0ck0V9ISGjgXOUwpL + UsXaDMfMqltzJkgZXdUbxXYpv5SSNUswdF4pOrfCAX5il6Vja3xd2iD7K2GovrHKqeINbEEVk2Yr + q7GIpyS5NhkeoKjD6cihsinLJK325tmbZzvq0ED7RugokvYc7v1gAI7i5lYaLtCRE+t7hCRpDphN + 1yuN22OOx7lm0+o5VbxvitT6m5ZIDnJkkFwZJHOpyNHE8aOC9hNGHGmiWBWMnRSpD7VOe+suBqXV + XDnwt33Kp53dm5kShUCahXanRAMwc6GFGxxNuAoUCuQMMqv4chPt/S3tELHO2ZqzJyWPBlTWO30x + YnmCSMsN5jxNJps/aA3tdaVj6XlDuXDdGiLXisgvucOoV6q6ByzwDnMnEW453pvstAVjJorqhSNX + NohangflCFsYxM0mIrLIjIWZaYml+Dx3xhrHVZFUAcBkhHbt2J7lkXta72uJnOHrjIHrdt24boSj + p+kox4oJuuSlAO2ez+RkjDYdKErVE2fQYUqjmLjy2JCfLUvfZqX+h8tLg0FXm1q/NuHx2yqZJup5 + rzqf9r0fq0DDwaaTgd2ushqDdZHpG7Zbc+/F5oIROapWWoNLPINbmehYurArkjuNdbPVewlDQ7fK + I8eyBhmGZTqDckT3ImG2Q4wtgdDKqaKBE0cbQyhuOEtUvrdcn59rsm9ZkufADv5Mhceo0L3JznMl + p7Vbxh0lQ7GJs82DNZP2pC53kpPkJxw3kPDgBQP05r2sgaYUZLtwdjk6ZY6OU6AnN10rGzkp21Jp + KvtWc2Hulzt4NyRo7jI0Jqu2Dw22wJt2hwYdPx88Ox2OZMM9AVKp3qbeJly16IJAR5PEET/N3RNa + Hg/pmYa5oD4U4hzCkQFjlNpkXp8Hvy6W7/sHQZAxZenKD1tXA0cu/k7bT6IO/6VKWpn1+wnAr/bw + mJ+8JVbaPaneVbknO+7i4rr5Wx3eOwfry8uXi7VKxXAwXL26XP+Bw7ueKnIoR2+XlUPnqT9sPTx0 + cO5ZjgwnR2n/dzh/5LulznH8f9wfDM5RqtTfpUw9u6cpH5Zl0vfg/1q2h9kCXukwyI7uKlPWUvQ0 + 4BzaK23VyHk3cBwpK5HtqTaku/PL1xfXFxfnr89XJ99P/gMAAP//AwCZit7CuA4AAA== headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a64f3a306225-GRU + - 937f0d98de3a7dff-GRU Connection: - keep-alive Content-Encoding: @@ -180,7 +172,7 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:05:13 GMT + - Tue, 29 Apr 2025 13:13:04 GMT Server: - cloudflare Transfer-Encoding: @@ -191,10 +183,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '7289' + - '15605' openai-version: - '2020-10-01' strict-transport-security: @@ -206,23 +200,187 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149999711' + - '149999724' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_250abe3944c3c859e59c2c976b0a1248 - http_version: HTTP/1.1 - status_code: 200 + - req_8a6ae39c0ba124a2320481043af26573 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Plant-Based + Biofuels**: Advances in genetic engineering are allowing researchers to develop + plants that produce higher yields of biofuels, reducing reliance on fossil fuels. + For example, specialized strains of switchgrass and algae are being cultivated + for more efficient biofuel production.\n\n2. **CRISPR Technology in Plant Breeding**: + The use of CRISPR technology has accelerated the breeding of disease-resistant + and drought-tolerant plants. Researchers are now able to edit plant genomes + with precision, leading to breakthroughs in staple crops like rice and wheat + for better resilience to climate change.\n\n3. **Vertical Farming Innovations**: + Vertical farming techniques have evolved to integrate advanced hydroponics and + aeroponics, improving space efficiency and speed of plant growth. This method + not only conserves water but also minimizes the use of pesticides and herbicides.\n\n4. + **Enhancing Plant Photosynthesis**: Researchers are exploring ways to enhance + the photosynthesis process in plants, potentially increasing crop yields by + up to 50%. New variations in light-harvesting proteins have been identified + that could lead to crops that grow quicker and with less resource input.\n\n5. + **Plant Communication**: Studies have shown that plants can communicate with + each other through root exudates and volatile organic compounds. This research + is leading to better understanding of plant ecology and could have implications + for agriculture practices and pest control.\n\n6. **Soil Microbiomes and Plant + Health**: Recent findings highlight the importance of soil microbiomes in promoting + plant health and growth. The use of beneficial microbial inoculants is becoming + a popular strategy to enhance nutrient uptake and improve plant resilience.\n\n7. + **Sustainable Pest Management**: Innovative pest management strategies utilizing + plant-based repellents are on the rise. This involves selecting and cultivating + plants that naturally deter pests, minimizing the need for chemical pesticides + and enhancing biodiversity.\n\n8. **Urban Forests as Carbon Sinks**: Urban greening + initiatives are increasingly focusing on planting trees and shrubs in cities + to capture carbon dioxide, improve air quality, and promote biodiversity. These + efforts are being recognized for their role in mitigating urban heat and climate + change impacts.\n\n9. **Phytoremediation**: Research into using specific plants + for soil and water remediation has gained traction. Some plants can absorb heavy + metals and toxins, offering a sustainable solution for cleaning contaminated + environments.\n\n10. **Biophilic Design in Architecture**: There is a growing + trend in incorporating plants into architectural designs, employing biophilic + principles to enhance urban ecosystems. This includes the integration of green + roofs and living walls, which provide aesthetic benefits while improving air + quality and biodiversity.\n\n Guardrail:\n ensure each bullet + contains its source\n \n Your task:\n - Confirm if the + Task result complies with the guardrail.\n - If not, provide clear feedback + explaining what is wrong (e.g., by how much it violates the rule, or what specific + part fails).\n - Focus only on identifying issues \u2014 do not propose + corrections.\n - If the Task result complies with the guardrail, saying + that is valid\n "}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4381' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFNNb9swDL3nVxA6J0U++pH4tgIb0NOGrpdtKQxGom2tsihIdLKiyH8f + ZLd1unXALgbMx/dE8pFPEwBljSpA6QZFt8HNrm+rVbP5/PX6S/h2a/aX9rC44d3i5vr7d2fUNDN4 + 95O0vLDONLfBkVj2A6wjoVBWXVydX2xWy9X6ogdaNuQyrQ4yO+dZa72dLefL89n8arZYP7MbtpqS + KuDHBADgqf/mOr2hX6qA+fQl0lJKWJMqXpMAVGSXIwpTsknQi5qOoGYv5PvS7xru6kYKuAHPB9Do + obZ7AoQ61w/o04EiwNZ/sh4dfOj/C3jaeoCt2qOzZqsKqNAlmg7BisjsUD/k+FbdNQSC6QEipc4J + GKYEngX6gT3CwUoD0hDUHUYT0TrAnOAJuOqBXeccCQS2XhLk4tH6jNgIibuoKZ3BR9QNJEGhlrxA + arhzBhrse9FWMDsDHCFSRZG8JhCG1IXAUfpntEPbJmjR0NlWbf3xdGSRqi5hts13zp0A6D0P4r1Z + 98/I8dUex3WIvEt/UFVlvU1NGQkT+2xFEg6qR48TgPt+Dbo3zqoQuQ1SCj9Q/9zVZj3oqXH7RvRy + 8QwKC7oxvr7YTN/RKw0JWpdOFklp1A2ZkTpuHXbG8gkwOen672re0x46t77+H/kR0JqCkClDJGP1 + 247HtEj5OP+V9jrlvmCVKO6tplIsxeyEoQo7N5yMSo9JqC0r62uKIdrhbqpQzleb5Xq5nG/manKc + /AYAAP//AwAwxYxfRQQAAA== + headers: + CF-RAY: + - 937f0dfd28257dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:13:07 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '1350' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998947' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_026aae70c2fb4864824d30a203da9dd3 + status: + code: 200 + message: OK - request: body: !!binary | - Cs4CCiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSpQIKEgoQY3Jld2FpLnRl - bGVtZXRyeRKOAgoQDrK/EDJCqiT+GyzEBtuJzBIIDx9rCaKAVKMqDFRhc2sgQ3JlYXRlZDABOTCH - rYH4rgkYQdCQroH4rgkYSi4KCGNyZXdfa2V5EiIKIDFmMTI4YmRiN2JhYTRiNjc3MTRmMWRhZWRj - MmYzYWI2SjEKB2NyZXdfaWQSJgokMzNkNTU5NzEtYmZiNi00OTE4LTgzYWQtYmVjMWZhMmM3NDY4 - Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf - aWQSJgokY2VmYWU3NTUtMzM3Ny00YTc5LWE0YzItNmQwOTljOTRiZGViegIYAYUBAAEAAA== + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQNoNxIE28DCnitmGtN4y0hhIIu7s69+dRZsoqDFRhc2sgQ3JlYXRlZDABOcCZ + 63JBzDoYQYjG7HJBzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNmY2NWVjNmYtMGM1NC00MDQ5LThiZTgtOWRkOGRjZTVmMGMx + Si4KCHRhc2tfa2V5EiIKIDAwMTc5N2UzZjYyZDMzY2QxZDYzNWViNmZkZDViNDUzSjEKB3Rhc2tf + aWQSJgokMWRhZjkwNTctZDExNC00ODNmLWE0OWMtNGVlMDFkYzk0MWIwSjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokNjMxM2U5NGUtNDQxNS00NDEzLWE0ZjktMzFiYTI3ZTNlMTIzSjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokY2JmYzYyMDItZWViOC00NmNjLWEyMDgtM2ZlMjliNDViNzBiSjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjEyOjQ4Ljc1NzE4NUo7ChFh + Z2VudF9maW5nZXJwcmludBImCiQ3MjgyNTNmMC1mODg1LTQxYmEtYTU5Yy1lY2Q3OWVlMGFlZGR6 + AhgBhQEAAQAA headers: Accept: - '*/*' @@ -231,11 +389,11 @@ interactions: Connection: - keep-alive Content-Length: - - '337' + - '579' Content-Type: - application/x-protobuf User-Agent: - - OTel-OTLP-Exporter-Python/1.27.0 + - OTel-OTLP-Exporter-Python/1.31.1 method: POST uri: https://telemetry.crewai.com:4319/v1/traces response: @@ -247,67 +405,68 @@ interactions: Content-Type: - application/x-protobuf Date: - - Wed, 20 Nov 2024 13:05:19 GMT + - Tue, 29 Apr 2025 13:13:08 GMT status: code: 200 message: OK - request: - body: '{"messages": [{"role": "system", "content": "You are plants Reporting Analyst\n. - You''re a meticulous analyst with a keen eye for detail. You''re known for your - ability to turn complex data into clear and concise reports, making it easy - for others to understand and act on the information you provide.\n\nYour personal - goal is: Create detailed reports based on plants data analysis and research - findings\n\nTo give my best complete final answer to the task use the exact - following format:\n\nThought: I now can give a great answer\nFinal Answer: Your - final answer must be the great and the most complete as possible, it must be - outcome described.\n\nI MUST use these formats, my job depends on it!"}, {"role": - "user", "content": "\nCurrent Task: Review the context you got and expand each - topic into a full section for a report. Make sure the report is detailed and - contains any and all relevant information.\n\n\nThis is the expect criteria - for your final answer: A fully fledge reports with the mains topics, each with - a full section of information. Formatted as markdown without ''```''\n\nyou - MUST return the actual complete content as the final answer, not a summary.\n\nThis - is the context you''re working with:\n1. **Plant-Based Plastics**: 2024 has - seen significant advancements in bioplastics derived from plants such as corn - and sugarcane, which are being used as sustainable alternatives to petroleum-based - plastics. These innovations aim to reduce plastic waste and reliance on fossil - fuels.\n\n2. **Gene Editing Breakthroughs**: CRISPR technology continues to - revolutionize agricultural practices. Researchers have developed genetically - modified crops that are more resistant to pests and diseases, thereby decreasing - the need for chemical pesticides and increasing food security.\n\n3. **Vertical - Farming Expansion**: Urban agriculture has gained momentum with vertical farming - techniques that utilize less water and space. In 2024, cities worldwide are - adopting these innovative systems to meet the growing food demand while reducing - transportation emissions.\n\n4. **Climate-Resilient Plants**: Scientists are - identifying and breeding plant varieties that can withstand extreme weather - conditions such as droughts, floods, and high temperatures, helping farmers - adapt to climate change and ensuring crop yields remain stable.\n\n5. **Edible - Vaccines in Plants**: Research into producing vaccines in plants has progressed, - with trials showing that certain plants can be engineered to express antigens - that could serve as edible vaccines, offering a low-cost and easy delivery method - for immunizations.\n\n6. **Fungi and Plant Collaborations**: The study of mycorrhizal - fungi and their symbiotic relationships with plants has gained traction. Research - indicates that these fungi enhance nutrient uptake and enhance plant resilience - to environmental stressors, making them pivotal in sustainable agriculture.\n\n7. - **Biophilic Design**: The trend of integrating nature into architecture and - urban planning has expanded, with an emphasis on incorporating plants into building - designs to improve air quality, enhance mental well-being, and reduce overall - energy consumption.\n\n8. **Deciduous Trees and Urban Cooling**: Research shows - that strategically planted deciduous trees can significantly lower urban temperatures, - reduce energy consumption for cooling, and improve urban biodiversity, highlighting - the importance of green infrastructure.\n\n9. **Carnivorous Plant Studies**: - The understanding of carnivorous plants and their unique adaptations has advanced, - with findings suggesting potential applications in pest control and sustainable - agriculture due to their natural predatory methods.\n\n10. **Smart Agriculture - Technology**: The integration of IoT and AI in agriculture is revolutionizing - plant cultivation. Farmers now use sensors and data analytics to monitor plant - health in real-time, optimize water usage, and increase crop yields sustainably.\n\nThese - insights underline the ongoing research and innovations in the plant science - field that can lead to more sustainable and resilient agricultural practices - while addressing critical global challenges.\n\nBegin! This is VERY important - to you, use the tools available and give your best Final Answer, your job depends - on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"], "stream": - false}' + body: '{"messages": [{"role": "system", "content": "You are plants Senior Data + Researcher\n. You''re a seasoned researcher with a knack for uncovering the + latest developments in plants. Known for your ability to find the most relevant + information and present it in a clear and concise manner.\n\nYour personal goal + is: Uncover cutting-edge developments in plants\n\nTo give my best complete + final answer to the task respond using the exact following format:\n\nThought: + I now can give a great answer\nFinal Answer: Your final answer must be the great + and the most complete as possible, it must be outcome described.\n\nI MUST use + these formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent + Task: Conduct a thorough research about plants Make sure you find any interesting + and relevant information given the current year is 2025.\n\n\nThis is the expected + criteria for your final answer: A list with 10 bullet points of the most relevant + information about plants\n\nyou MUST return the actual complete content as the + final answer, not a summary.\n\nThis is the context you''re working with:\n### + Previous attempt failed validation: The task result does not comply with the + guardrail as none of the bullet points contain their sources. Each statement + should have a citation or reference to support the claims made.\n\n\n### Previous + result:\n1. **Plant-Based Biofuels**: Advances in genetic engineering are allowing + researchers to develop plants that produce higher yields of biofuels, reducing + reliance on fossil fuels. For example, specialized strains of switchgrass and + algae are being cultivated for more efficient biofuel production.\n\n2. **CRISPR + Technology in Plant Breeding**: The use of CRISPR technology has accelerated + the breeding of disease-resistant and drought-tolerant plants. Researchers are + now able to edit plant genomes with precision, leading to breakthroughs in staple + crops like rice and wheat for better resilience to climate change.\n\n3. **Vertical + Farming Innovations**: Vertical farming techniques have evolved to integrate + advanced hydroponics and aeroponics, improving space efficiency and speed of + plant growth. This method not only conserves water but also minimizes the use + of pesticides and herbicides.\n\n4. **Enhancing Plant Photosynthesis**: Researchers + are exploring ways to enhance the photosynthesis process in plants, potentially + increasing crop yields by up to 50%. New variations in light-harvesting proteins + have been identified that could lead to crops that grow quicker and with less + resource input.\n\n5. **Plant Communication**: Studies have shown that plants + can communicate with each other through root exudates and volatile organic compounds. + This research is leading to better understanding of plant ecology and could + have implications for agriculture practices and pest control.\n\n6. **Soil Microbiomes + and Plant Health**: Recent findings highlight the importance of soil microbiomes + in promoting plant health and growth. The use of beneficial microbial inoculants + is becoming a popular strategy to enhance nutrient uptake and improve plant + resilience.\n\n7. **Sustainable Pest Management**: Innovative pest management + strategies utilizing plant-based repellents are on the rise. This involves selecting + and cultivating plants that naturally deter pests, minimizing the need for chemical + pesticides and enhancing biodiversity.\n\n8. **Urban Forests as Carbon Sinks**: + Urban greening initiatives are increasingly focusing on planting trees and shrubs + in cities to capture carbon dioxide, improve air quality, and promote biodiversity. + These efforts are being recognized for their role in mitigating urban heat and + climate change impacts.\n\n9. **Phytoremediation**: Research into using specific + plants for soil and water remediation has gained traction. Some plants can absorb + heavy metals and toxins, offering a sustainable solution for cleaning contaminated + environments.\n\n10. **Biophilic Design in Architecture**: There is a growing + trend in incorporating plants into architectural designs, employing biophilic + principles to enhance urban ecosystems. This includes the integration of green + roofs and living walls, which provide aesthetic benefits while improving air + quality and biodiversity.\n\n\nTry again, making sure to address the validation + error.\n\nBegin! This is VERY important to you, use the tools available and + give your best Final Answer, your job depends on it!\n\nThought:"}], "model": + "gpt-4o-mini", "stop": ["\nObservation:"]}' headers: accept: - application/json @@ -316,18 +475,18 @@ interactions: connection: - keep-alive content-length: - - '4383' + - '4510' content-type: - application/json cookie: - - __cf_bm=CkK4UvBd9ukXvn50uJwGambJcz5zERAJfeXJ9xge6H4-1732107842-1.0.1.1-IOK2yVL3RlD75MgmnKzIEyE38HNknwn6I8BBJ1wjGz4jCTd0YWIBPnvUm9gB8D_zLlUA9G7p_wbrfyc4mO_Bmg; - _cfuvid=MmeN9oHWrBLThkEJdaSFHBfWe95JvA8iFnnt7CC92tk-1732107842102-0.0.1.1-604800000 + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 host: - api.openai.com user-agent: - - OpenAI/Python 1.52.1 + - OpenAI/Python 1.68.2 x-stainless-arch: - - x64 + - arm64 x-stainless-async: - 'false' x-stainless-lang: @@ -335,121 +494,61 @@ interactions: x-stainless-os: - MacOS x-stainless-package-version: - - 1.52.1 + - 1.68.2 x-stainless-raw-response: - 'true' + x-stainless-read-timeout: + - '600.0' x-stainless-retry-count: - '0' x-stainless-runtime: - CPython x-stainless-runtime-version: - - 3.12.7 + - 3.12.9 method: POST uri: https://api.openai.com/v1/chat/completions response: - content: "{\n \"id\": \"chatcmpl-AVegMn5Ai2jlIz10QbT0vQQ6TPvD0\",\n \"object\": - \"chat.completion\",\n \"created\": 1732107914,\n \"model\": \"gpt-4o-mini-2024-07-18\",\n - \ \"choices\": [\n {\n \"index\": 0,\n \"message\": {\n \"role\": - \"assistant\",\n \"content\": \"I now can give a great answer \\nFinal - Answer: \\n\\n# Comprehensive Report on Advancements in Plant Science (2024)\\n\\n## - 1. Plant-Based Plastics\\n2024 has witnessed remarkable progress in the development - of plant-based plastics, particularly those derived from renewable resources - such as corn and sugarcane. Unlike traditional petroleum-based plastics, these - bioplastics are designed to be more environmentally friendly, addressing pressing - concerns regarding plastic waste and the continuous reliance on fossil fuels. - The production processes have been optimized to ensure lower carbon footprints - and reduced greenhouse gas emissions. Moreover, major manufacturers are beginning - to scale up production of these materials, integrating them into a wide array - of products, from packaging to consumer goods, thereby offering sustainable - alternatives and contributing positively to circular economy initiatives.\\n\\n## - 2. Gene Editing Breakthroughs\\nThe introduction of CRISPR technology has emerged - as a game-changer in agricultural methodologies. In 2024, cutting-edge research - has led to the development of genetically modified crops that exhibit enhanced - resistance to pests and diseases. This advancement not only supports increased - food production but also significantly reduces dependency on chemical pesticides, - which can have detrimental effects on both environmental health and biodiversity. - By facilitating the creation of hardier crops, these innovations play a crucial - role in bolstering food security, enabling farmers to achieve higher yields - even under challenging agricultural conditions.\\n\\n## 3. Vertical Farming - Expansion\\nVertical farming techniques have surged in popularity as urban agriculture - continues to evolve in 2024. These innovative systems are engineered to optimize - space and resource usage, utilizing cutting-edge hydroponic and aeroponic methods - to grow food in controlled environments. Cities around the globe are implementing - vertical farms to tackle the increasing demand for fresh produce while simultaneously - minimizing transportation emissions and enhancing food security in urban settings. - By using significantly less water and land compared to traditional farming, - vertical farming represents a sustainable solution to urban food production - challenges in the face of rapid urbanization.\\n\\n## 4. Climate-Resilient Plants\\nIn - response to the unpredictable impacts of climate change, researchers are focused - on identifying and breeding plant varieties capable of enduring extreme weather - conditions, such as droughts, floods, and extreme temperatures. This initiative - aims to empower farmers with viable options to adapt to shifting climate patterns, - ensuring stable crop yields despite adverse environmental conditions. The development - of these climate-resilient plants is vital for maintaining food supply chains - and safeguarding agricultural biodiversity, ultimately contributing to the long-term - sustainability of farming practices.\\n\\n## 5. Edible Vaccines in Plants\\nInnovative - research in the area of edible vaccines is making significant strides in 2024. - Scientists are exploring the potential of genetically engineered plants to express - specific antigens that can serve as immunizations. These advancements hold promising - implications for public health, particularly in developing regions where traditional - vaccine delivery systems may be less feasible. Edible vaccines offer a cost-effective, - accessible, and non-invasive way to promote immunity against various diseases, - highlighting the intersection of agriculture and health science in addressing - global health challenges.\\n\\n## 6. Fungi and Plant Collaborations\\nThe symbiotic - relationships between mycorrhizal fungi and plants have gained increasing attention - in research circles. Studies conducted in 2024 reveal that these fungi enhance - nutrient uptake, improve soil health, and bolster plant resilience when faced - with environmental stressors, such as drought and soil degradation. The incorporation - of these beneficial fungi into sustainable agricultural practices not only promotes - plant health but also contributes to organic farming resiliency, highlighting - the importance of understanding and utilizing biological partnerships in cultivating - healthy crops.\\n\\n## 7. Biophilic Design\\nThe concept of biophilic design - continues to gain traction in architecture and urban planning throughout 2024, - underscoring the importance of integrating nature into built environments. This - approach encourages the incorporation of plants and green spaces into architectural - designs, enhancing air quality and promoting mental well-being. By reducing - reliance on artificial heating and cooling systems, biophilic design offers - opportunities to lower overall energy consumption. As cities recognize the benefits - of urban greenery, significant investments are being made to create healthier, - more sustainable urban ecosystems.\\n\\n## 8. Deciduous Trees and Urban Cooling\\nResearch - conducted this year has demonstrated that strategic planting of deciduous trees - in urban areas can lead to significant temperature reductions. These trees act - as natural air conditioners by providing shade and releasing moisture. The benefits - extend beyond cooling cities\u2014for instance, they contribute to lower energy - consumption for air conditioning, enhance local biodiversity, and improve overall - urban livability. Understanding the role of green infrastructure in combating - urban heat islands is essential for developing climate-responsive cities.\\n\\n## - 9. Carnivorous Plant Studies\\nRecent advancements in the study of carnivorous - plants reveal exciting potential applications in sustainable pest control and - agriculture. By understanding their unique adaptations and natural predatory - methods, researchers envision the use of these plants as biological pest management - tools in crop production. In 2024, interest in harnessing the ecological roles - of these plants may lead to more sustainable farming practices, alleviating - the need for chemical pesticides and promoting healthier ecosystems.\\n\\n## - 10. Smart Agriculture Technology\\nThe integration of Internet of Things (IoT) - and Artificial Intelligence (AI) into agriculture has transformed how farming - is conducted in 2024. Smart agriculture technologies enable farmers to monitor - plant health, soil conditions, and microclimates through advanced sensors and - data analytics. This real-time data helps optimize water usage, elevate crop - yields, and foster sustainable farming practices. As farmers harness these technological - advancements, the sector moves toward a more efficient and environmentally conscious - model of production.\\n\\nIn conclusion, these insights reflect ongoing research - and innovation in the field of plant science, laying the groundwork for more - sustainable and resilient agricultural practices. As the world faces critical - global challenges, these advancements illustrate the potential to leverage plant - science in creating solutions that address both environmental concerns and food - security.\",\n \"refusal\": null\n },\n \"logprobs\": null,\n - \ \"finish_reason\": \"stop\"\n }\n ],\n \"usage\": {\n \"prompt_tokens\": - 777,\n \"completion_tokens\": 1163,\n \"total_tokens\": 1940,\n \"prompt_tokens_details\": - {\n \"cached_tokens\": 0,\n \"audio_tokens\": 0\n },\n \"completion_tokens_details\": - {\n \"reasoning_tokens\": 0,\n \"audio_tokens\": 0,\n \"accepted_prediction_tokens\": - 0,\n \"rejected_prediction_tokens\": 0\n }\n },\n \"system_fingerprint\": - \"fp_0705bf87c0\"\n}\n" + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJdRb9s4FoXf+ysuDGyxEyiu5CRNmrckbWfabXeCuLNTdDsoKOpaui3F + yyUpu+5g/vvgkootN33YFwMWRYr8eM655J+PAGbUzC5hpjsVde/M8fXd6uTzsmk/fNG37+37Xz/c + vX/5fH1Lz59f/NLPCunB9WfU8b7XXHPvDEZim5u1RxVRRq3OT8+enSxOLs5TQ88NGunWunh8ysc9 + WTpelIvT4/L8uLoYe3dMGsPsEv77CADgz/Qr87QNfp1dQlncP+kxBNXi7HL3EsDMs5EnMxUChahs + nBX7Rs02ok1TfwWWN6CVhZbWCApamTYoGzboAT7al2SVgav0/xI+2o+2msPR0a1RNh5fq4ANXBOv + BjQBrpq1shp7tDEcHV3CHWq0EVq0GEkD2pYsoifbQoNrNOzSq4BW1QYhdgh6MJHWSjACryA41KQM + fcMGQvSKbEiPNxR113oVAijbgDKtQogMznMzaISO2g491HlmsCU0TSjkCx7rLXhsBi3T8GhIpgxs + YcUhkIG8lH8uefAaL+FDp2xbwJs5YARl5gUsysXZHI5e8+AFDa/gDi1u0hJeWPTt9mgOz399dQlV + Oa/K6umTz/PPHuepX1nNy/Lsp7mAXAjIm7tXy9s7IAsJKVx7xIZsK/zedQiqYXdPY3w3ou4sG263 + 0KkAHsNgIjYyRqDW0oq0jOQ8tx5DkOeCth5HlpEaCqgCHnsc5ZEwNp6HtovHkQ16eag9u1BAGHQH + 8iXSmF7cdKhiAWjDkHazxhjRy0zIEApP1cpeRdCGehURtGBEoN4pHSd4lz3FroDXD/CONIgnqx2R + T/FWVfXE1TSvTk7PnmasJ4L1lbWcZZTW/x/0kbQy8FL5fqS7e7bKz5ITyGr2jr2KGEBlPTfQbRvP + ji3pUW94/1cgdMomMeFqRVqWv00vBYd5U1xaSut5EzvYdGQQNNuAfi29NkrQSYedKh2GSJoahEGc + vaf1mjsb2BZwN4fH8AaxgH/tkV21nsQ/g1cGltsQsQ8PpajasB21uJiX5QjtVKC92C3ltuPIYWtj + JwLJXg6ovO6S5KhBG2lF2IDFDayVpz1rQ6KhTvm1LEOW4zmiOFdRjw2oKJQ9qiCNokx38DV5X4+6 + TehCARuKHTiW1CI1+vl+FEyRMDjx/1n5j2SDqJxQFvnu6d2qiKaAK2F306HY+u2e3r9xA7fdNorU + KMTvRWZdN6/OT89H757tQhBuuO8HSzqH1lsUqVPoE7VlHBrCAA32bCXAosSciuPCQO/6Yl6jRWq7 + mpOrNA82onfKxwCxS+YEzxwBvw5NVqhtYM1GRREV+1ZZ0jKo48FK4DnPa0qmJxtkX4Sq5GSaOers + KxmF7MoMmHd/NcTBi4cnenJe6Sglac/z95SM7x9Y98U47JuUCuF7kmhQ7Hp+kUk+TXZNuSD7uGQy + 8Ja055q4x2kd8fcSxN51KtA3DNDxBoJ06fddQHnZ+0EqB6zYj6vtUBnJmsR5fF0ZIMt6yLtRo+aU + BI7dYJQXKe3tbYfoSeYxuKi+5CB0nnvOIk/fmCRgZEC7Js9WipwyUr8whCnAN+zwWwEvHxBMEK5p + vzvXxLrDnkL0P6guAqAmHl19Mi/LZ5ntubBdDiEqyiX2FkOEt8qqNlXpnauF8n1krhGyUltR7hDJ + 0LfdCo/rVPI9OjQmFW+BLWGfzJxEIgG1Yj0kf7Pd1/Sk6d4pK0YZHZDcYFUSmdlCg5KGEoCTct3g + Li6mBTsRkQDf5eWE7Vv2nkIB78TtP3u1LWA5qS7fcVim3MYDtOXiiQvzp2enJxnmhcD8zdfKwkv2 + MkOpiTfK12xhSfZL0mp+ofWINtuOIiWomdQ++cx2op6UggJkrM/R4+ju0PmhDgV41NzavBOxQ/Ig + RzxRqM4z0MqJawtQ5OF/gzIUt1JvPa/TGos0XE3c0Bp9kNas7UxA9dSECINMn77lLNvBfNdx71Lh + eXgOmhLxW3g8Evh5JPBQrcNqaEepns7LapHpPkuBKvnrsccm15Pk3hcHLroxqOzgDkpSirQst3Rg + XJEe/Zj+Ysgp8P3gFAC/OmUlHwvZS41enHIvzSDhkg6lyiktwCKDqgP7WsJkvYUeozJ5nyJ/JRsK + 4NUqn3DDxHY9xo6bPI2UVukQlQq/zuuZsFZbw15KEzyG31mm9sskWw9gjLKFx/Bud0o6AL6onigd + 5hji/Kwuq8XJaaZdlYL7mth1ZEjDldcdRdQ565+jnCOTnK/SuSV7G6VMhESEbMTW747pIzCyoA4G + avJAxbg59e57mq1GJ/ZnyBelbBkpb6sM1NB4PDJmTIlRrlmjUrxCPuMU9zKfSr+Y5DMeyn6HOmm0 + gBshfW2U/iIHqx8d8LOkM5YDvhflk+rk7Pz0onyWJV2VVVlWP82n1y2PqyEoufLZwZhJg7KWYz44 + yUXvj7Hlr93VznDrPNfhu66zFVkK3SdJErZyjQuR3Sy1/vUI4I90hRwOboUzQeHip8hfMH3uojrJ + 4832N9dJa3k+tkaOyuwbqqeL8ep5OOKnBqMiEybX0JlWusNm33d/Z1VDQzxpeDRZ98P5/GjsvHay + 7f8z/L5Bi+yw+eQ8NqT/BgAA//9C9TNCWVEqqGuPSxk8nMEOVgI35JNT40syU4tAcZGSmpZYmgPp + cCtBkmh8WmZeempRQVEmpNedVhCfkpSYnGhmkJJmoMRVywUAAAD//wMAq1yL8YMQAAA= headers: - CF-Cache-Status: - - DYNAMIC CF-RAY: - - 8e58a67f18856225-GRU + - 937f0e0b0beb7dff-GRU Connection: - keep-alive Content-Encoding: @@ -457,7 +556,7 @@ interactions: Content-Type: - application/json Date: - - Wed, 20 Nov 2024 13:05:35 GMT + - Tue, 29 Apr 2025 13:13:23 GMT Server: - cloudflare Transfer-Encoding: @@ -468,10 +567,12 @@ interactions: - X-Request-ID alt-svc: - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC openai-organization: - crewai-iuxna1 openai-processing-ms: - - '20960' + - '16199' openai-version: - '2020-10-01' strict-transport-security: @@ -483,13 +584,428 @@ interactions: x-ratelimit-remaining-requests: - '29999' x-ratelimit-remaining-tokens: - - '149998934' + - '149998914' x-ratelimit-reset-requests: - 2ms x-ratelimit-reset-tokens: - 0s x-request-id: - - req_1a11ba8b9c0cb1803e99cd95fa1fb890 - http_version: HTTP/1.1 - status_code: 200 + - req_3ee6d725dcf186d1ed6470e43c4ad326 + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n 1. **Plant-Based + Biofuels Advancements**: Recent genetic engineering developments enable the + cultivation of specialized strains of switchgrass and algae to produce higher + biofuel yields, thereby reducing reliance on fossil fuels (Source: Zhang, L. + et al., 2025. *Journal of Renewable Energy*. DOI: 10.1016/j.jre.2025.01.005).\n\n2. + **CRISPR in Plant Breeding**: The adoption of CRISPR technology has resulted + in significant progress in the breeding of disease-resistant and drought-tolerant + crops, such as rice and wheat, ensuring better resilience against climate change + impacts (Source: Smith, J. et al., 2025. *Plant Biotechnology Journal*. DOI: + 10.1111/pbi.13456).\n\n3. **Innovations in Vertical Farming**: Vertical farming + now incorporates advanced hydroponics and aeroponics, enhancing efficiency and + speed in plant growth while conserving water and reducing pesticide usage (Source: + Johnson, R. & Lee, K., 2025. *Agricultural Systems*. DOI: 10.1016/j.agsy.2025.02.006).\n\n4. + **Enhancing Photosynthesis**: Research has identified new variations in light-harvesting + proteins aimed at increasing the photosynthesis process in plants, with potential + yield increases of up to 50% in staple crops (Source: Patel, A. & Cheng, M., + 2025. *New Phytologist*. DOI: 10.1111/nph.17475).\n\n5. **Plant Communication + Mechanisms**: Studies demonstrate that plants communicate with neighboring counterparts + through root exudates and volatile organic compounds, providing insights into + plant ecology and influencing future agricultural practices (Source: Wang, X. + et al., 2025. *Ecology Letters*. DOI: 10.1111/ele.13478).\n\n6. **Impact of + Soil Microbiomes**: Recent research emphasizes how soil microbiomes are crucial + for plant health, with microbial inoculants becoming popular in enhancing nutrient + uptake and promoting plant resilience to environmental stresses (Source: Lopez, + F. et al., 2025. *Soil Biology and Biochemistry*. DOI: 10.1016/j.soilbio.2025.03.009).\n\n7. + **Sustainable Pest Management Research**: Innovative strategies utilizing plant-based + repellents are gaining traction, focusing on cultivating companion plants that + naturally deter pests, thereby decreasing reliance on chemical pesticides (Source: + Morris, T. & Gray, S., 2025. *Pest Management Science*. DOI: 10.1002/ps.6543).\n\n8. + **Urban Forests as Carbon Sinks**: Urban greening initiatives are increasingly + promoting the planting of trees and shrubs, recognizing their role in carbon + capture, air quality improvement, and biodiversity enhancement amidst urbanization + (Source: Thompson, L. et al., 2025. *Urban Forestry & Urban Greening*. DOI: + 10.1016/j.ufug.2025.04.012).\n\n9. **Phytoremediation for Environmental Cleanup**: + Research into using specific plant species for phytoremediation is expanding, + as certain plants show the capacity to absorb heavy metals and toxins, offering + sustainable methods for soil and water cleanup (Source: Taylor, M. & Wong, H., + 2025. *Environmental Science & Technology*. DOI: 10.1021/acs.est.5b01234).\n\n10. + **Biophilic Architectural Designs**: A growing trend is the integration of plants + in architectural designs, using biophilic concepts to create green roofs and + living walls that enhance urban ecosystems, improve air quality, and promote + biodiversity (Source: Green, C. & Black, R., 2025. *Journal of Urban Design*. + DOI: 10.1080/13574809.2025.101001).\n\n Guardrail:\n ensure each + bullet contains its source\n \n Your task:\n - Confirm + if the Task result complies with the guardrail.\n - If not, provide clear + feedback explaining what is wrong (e.g., by how much it violates the rule, or + what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4837' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJLBbtswDIbvfgpC53hwnBRJfFtRBNh1HXbYUhiKRNtaZEqQ5LRbkHcf + 5Dixs27ALgbMjz/Fn+QpAWBKsgKYaHgQrdXp4+dq8eugts9vBy43T8uszb5q2n/bPj90xGZRYfY/ + UISr6oMwrdUYlBmwcMgDxqrz1fJhs8iX2aIHrZGoo6y2IV2atFWk0jzLl2m2SufrQd0YJdCzAr4n + AACn/hv7JIlvrIBsdo206D2vkRW3JADmjI4Rxr1XPnAKbDZCYSgg9a1/aUxXN6GAT0DmFQQnqNUR + gUMd+wdO/hUdwI62iriGj/1/AacdAezYkWsld6yA4DqcXWIVotxzcYhh6rTe0Xn6uMOq81wPcAI4 + kQk8DrC3/TKQ882oNrV1Zu//kLJKkfJN6ZB7Q9GUD8aynp4TgJd+oN3djJh1prWhDOaA/XPzbDVM + lI2LHHG+HmAwgeupbHMldxVLiYEr7SdLYYKLBuWoHTfIO6nMBCQT3+/b+Vvti3dF9f+UH4EQaAPK + 0jqUStxbHtMcxkP/V9ptzn3DzKM7KoFlUOjiLiRWvNOX82P+pw/YlpWiGp116nKDlS2zxSZf53m2 + yVhyTn4DAAD//wMAuy9ecZEDAAA= + headers: + CF-RAY: + - 937f0e71ab957dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:13:24 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '644' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998834' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_ae825814a1e1889a2df7059e8d4e2701 + status: + code: 200 + message: OK +- request: + body: !!binary | + CsAECiQKIgoMc2VydmljZS5uYW1lEhIKEGNyZXdBSS10ZWxlbWV0cnkSlwQKEgoQY3Jld2FpLnRl + bGVtZXRyeRKABAoQ1m7+oki76sJ/FSaQ6BC5vRII3WNswWDJg3IqDFRhc2sgQ3JlYXRlZDABOZCS + 9XhFzDoYQcAB93hFzDoYSi4KCGNyZXdfa2V5EiIKIDZiYTkxMmY5MTI5ZDY4NDlhMGFjNDljZmJk + MzIxZGFkSjEKB2NyZXdfaWQSJgokNmY2NWVjNmYtMGM1NC00MDQ5LThiZTgtOWRkOGRjZTVmMGMx + Si4KCHRhc2tfa2V5EiIKIGIxN2IxODhkYmYxNGY5M2E5OGU1Yjk1YWFkMzY3NTc3SjEKB3Rhc2tf + aWQSJgokYThiYTUyYWUtNzk0Mi00MTZiLThhN2QtN2M3NmQzNDMwMTVhSjoKEGNyZXdfZmluZ2Vy + cHJpbnQSJgokNjMxM2U5NGUtNDQxNS00NDEzLWE0ZjktMzFiYTI3ZTNlMTIzSjoKEHRhc2tfZmlu + Z2VycHJpbnQSJgokZjA2NzQ5YWEtZWE1OS00MzhlLWJiNTctNjY2MzIxNTJhNmJjSjsKG3Rhc2tf + ZmluZ2VycHJpbnRfY3JlYXRlZF9hdBIcChoyMDI1LTA0LTI5VDEwOjEyOjQ4Ljc1NzI1NUo7ChFh + Z2VudF9maW5nZXJwcmludBImCiQ5ZWRjZjI2MS1hMDQ0LTRmZjAtOTAyYy1mNmFmODQ0ZDE4MDh6 + AhgBhQEAAQAA + headers: + Accept: + - '*/*' + Accept-Encoding: + - gzip, deflate + Connection: + - keep-alive + Content-Length: + - '579' + Content-Type: + - application/x-protobuf + User-Agent: + - OTel-OTLP-Exporter-Python/1.31.1 + method: POST + uri: https://telemetry.crewai.com:4319/v1/traces + response: + body: + string: "\n\0" + headers: + Content-Length: + - '2' + Content-Type: + - application/x-protobuf + Date: + - Tue, 29 Apr 2025 13:13:28 GMT + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are plants Reporting Analyst\n. + You''re a meticulous analyst with a keen eye for detail. You''re known for your + ability to turn complex data into clear and concise reports, making it easy + for others to understand and act on the information you provide.\n\nYour personal + goal is: Create detailed reports based on plants data analysis and research + findings\n\nTo give my best complete final answer to the task respond using + the exact following format:\n\nThought: I now can give a great answer\nFinal + Answer: Your final answer must be the great and the most complete as possible, + it must be outcome described.\n\nI MUST use these formats, my job depends on + it!"}, {"role": "user", "content": "\nCurrent Task: Review the context you got + and expand each topic into a full section for a report. Make sure the report + is detailed and contains any and all relevant information.\n\n\nThis is the + expected criteria for your final answer: A fully fledge reports with the mains + topics, each with a full section of information. Formatted as markdown without + ''```''\n\nyou MUST return the actual complete content as the final answer, + not a summary.\n\nThis is the context you''re working with:\n1. **Plant-Based + Biofuels Advancements**: Recent genetic engineering developments enable the + cultivation of specialized strains of switchgrass and algae to produce higher + biofuel yields, thereby reducing reliance on fossil fuels (Source: Zhang, L. + et al., 2025. *Journal of Renewable Energy*. DOI: 10.1016/j.jre.2025.01.005).\n\n2. + **CRISPR in Plant Breeding**: The adoption of CRISPR technology has resulted + in significant progress in the breeding of disease-resistant and drought-tolerant + crops, such as rice and wheat, ensuring better resilience against climate change + impacts (Source: Smith, J. et al., 2025. *Plant Biotechnology Journal*. DOI: + 10.1111/pbi.13456).\n\n3. **Innovations in Vertical Farming**: Vertical farming + now incorporates advanced hydroponics and aeroponics, enhancing efficiency and + speed in plant growth while conserving water and reducing pesticide usage (Source: + Johnson, R. & Lee, K., 2025. *Agricultural Systems*. DOI: 10.1016/j.agsy.2025.02.006).\n\n4. + **Enhancing Photosynthesis**: Research has identified new variations in light-harvesting + proteins aimed at increasing the photosynthesis process in plants, with potential + yield increases of up to 50% in staple crops (Source: Patel, A. & Cheng, M., + 2025. *New Phytologist*. DOI: 10.1111/nph.17475).\n\n5. **Plant Communication + Mechanisms**: Studies demonstrate that plants communicate with neighboring counterparts + through root exudates and volatile organic compounds, providing insights into + plant ecology and influencing future agricultural practices (Source: Wang, X. + et al., 2025. *Ecology Letters*. DOI: 10.1111/ele.13478).\n\n6. **Impact of + Soil Microbiomes**: Recent research emphasizes how soil microbiomes are crucial + for plant health, with microbial inoculants becoming popular in enhancing nutrient + uptake and promoting plant resilience to environmental stresses (Source: Lopez, + F. et al., 2025. *Soil Biology and Biochemistry*. DOI: 10.1016/j.soilbio.2025.03.009).\n\n7. + **Sustainable Pest Management Research**: Innovative strategies utilizing plant-based + repellents are gaining traction, focusing on cultivating companion plants that + naturally deter pests, thereby decreasing reliance on chemical pesticides (Source: + Morris, T. & Gray, S., 2025. *Pest Management Science*. DOI: 10.1002/ps.6543).\n\n8. + **Urban Forests as Carbon Sinks**: Urban greening initiatives are increasingly + promoting the planting of trees and shrubs, recognizing their role in carbon + capture, air quality improvement, and biodiversity enhancement amidst urbanization + (Source: Thompson, L. et al., 2025. *Urban Forestry & Urban Greening*. DOI: + 10.1016/j.ufug.2025.04.012).\n\n9. **Phytoremediation for Environmental Cleanup**: + Research into using specific plant species for phytoremediation is expanding, + as certain plants show the capacity to absorb heavy metals and toxins, offering + sustainable methods for soil and water cleanup (Source: Taylor, M. & Wong, H., + 2025. *Environmental Science & Technology*. DOI: 10.1021/acs.est.5b01234).\n\n10. + **Biophilic Architectural Designs**: A growing trend is the integration of plants + in architectural designs, using biophilic concepts to create green roofs and + living walls that enhance urban ecosystems, improve air quality, and promote + biodiversity (Source: Green, C. & Black, R., 2025. *Journal of Urban Design*. + DOI: 10.1080/13574809.2025.101001).\n\nBegin! This is VERY important to you, + use the tools available and give your best Final Answer, your job depends on + it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '4781' + content-type: + - application/json + cookie: + - __cf_bm=4a_upL.aOpvumKsSeVod76qQJryQ9gcG.cvZf8lEbAw-1745932159-1.0.1.1-GTnl1gK1N2Xv_PPjpQRqAzyiVmkomIe02l2R8_be1yz_9PofNkOyUGUpjMBblZUyz4iC7Tm78.fg1IY5Zs7e8rz4MB.09svg9PxqCYBV3Eg; + _cfuvid=2Ua1nky3gSdkGURhJ85.hQrqMawwIif2iX06h02kAPI-1745932159900-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//bJfPctzGEYfvfoouupRKXLvwLkVKFm+UIldRkRyGlJNUwstg0Au0NJiG + pwe7gnzxQ/gJ/SSpnhnsglIuLO5iptF/vv5176/fAJxRc3YFZ7Yz0faDW7+8211spmf2/MV984+b + i/21ia28+ny3/XD7sz1b6Q2uP6CN863Kcj84jMQ+P7YBTUS1un1+cfni6fnF5iI96LlBp9faIa4v + eN2Tp/X55vxivXm+3v5QbndMFuXsCv77DQDAr+mv+ukb/HR2BZvV/E2PIqbFs6vjIYCzwE6/OTMi + JNH4eLY6PbTsI/rk+g14PoA1HlraIxho1W0wXg4YAB78j+SNg+v0+Qoe/IP/Fl5xPwTs0IveucOB + QwT2cIcWfYTrZm+8xR59FCAPt874CPeW0FsE4xt4j7bz7LidksFvYVvlU+uXRrCBl8S7EZ08MvXg + i/0G9+h4ONpv0WMkC+hb8oiBfAud2SMMZo8NxA7hYCbYcQA7ukh7E/WIDGjJOPqMDUgMhrwA70AO + FG3XBiOSfDWuNbjKp3dkjXPT8U1qnQF9p05Cnb2GIXAzWiWhgvcdCoJZZsQEBBsoqi11P2AzWnUo + oKNkiD3sWIQcpCysQAsWqB6T35HBQM8BQUaJhrypHQJ6DO0EzvhGrBmwgvs4NoSaoYasiQixM1Gz + ITinLAXTc0M7WiRBaZgIXQNPN0/ym+bQFHJTwo4dUoAYTEMaq9Gno48YBhOirKCjtnPUdtnpdHhg + 5Y407n4wNkFTHNeXR2zV4QMH1xyowQqum9m4m1apkqbhQb/RUuVY6hmW3kwg1PpUJh/dBI6V4jYg + +o5HjdsIYE8ixF5WsBtD7DCAjIMyrI5aR70my3bGtwg9RWpNeiF5imQi7VHgz/c8BotX8B89toK3 + FWAE46oVnG/OLyv47g2PQXPCO7hDj4dUpNcp1u8q+Ovfb65gu6m2m+2z7z9UHwJW6d5mW202l3+p + SlucV/Dq7ub+9u7URi8DYkO+ffDvNRvD4LS4JSHlcDy2l94b0r263IPOCLhcwYC9CR+TZ0PgNqCk + fir9lbIReJAMjmJbc+ygIUEjuA5YpCW1SRN4bLu4juwwGB8r+ImjqbVs5gs9CFRk4NCp1iw82yME + lNFFbPTg3gTCqEgkD5TLA8VOX9oAfooBe4QDmlRDyz6zIqvSkWpzx9yAoB0DxUnbkWSZHuMcHyRJ + wxDQkvaqixhSRuWUvRY99ygrzVPPMXerkCuS1mrfRCCvoi/kWzfB6IeADdmY8luwWgd0OhUUL+fQ + tyhJI7Qf5kJmd1rHtXFg2kAqWmPAVIG9kbgCI4X9R1JoeXQN1OwkYsgdnCUsKQymYoJjES1Jo9XW + OIb5n5yqcRjcBCQyLjG/7yl2K3jzFeYFSuJFUgv6S8y32+33Q03V9unF5bMj3k8ruPGe96ds/xND + 1sUfTegT5V8c2M8HdvnADM2e3aiHkppb9nvVmSRKpwwaBz3GjhuBWjsjJp1WI4XQBrqpCTywJ1vE + H48fZZKIvcyS7vFw9CHFTr9oxlScevqMIIOxCKNO5mRpHhJt4EPsAHc7SgNxUlpN7dTOhCasA4++ + WcwQ1W8c0Dc6+lT0FoKrjViU12f1jlKdkjj751mV1k3pGAYVsINRRh6p5R+//T4OKgsvNk/AqRbE + zvjHySwW//jt93pUEIQLXAIDSiRLjQatsybpQZ5c7FRw0O8psFdWl1iXppSOdrEgjF4S748G3BJP + bZAx1MbDwMPoTGn7WaxVuI79BQPrSpEqPrdnvkyfs3AeKX/DnRf2K7ir4E/wFnEFfzuhfr0E6T7T + 8LWUm1amouXn1WZzgv2igtdHWbrtOLJMXruYTptNQEETbJdEevSW92nHUNZUC09tkObqujNay5i7 + mCPq8M5KmdIoY530mdKYL9FjmqIn/BSp4ZE3R9Ur0nQa2pr2vBjMxtLGlKm53DzRmxLN4LAMDg2j + RtSR0mdCIzYrOHRku9nJRwO7rAVF/FLJl9vUywk6E3wRrCyBO91vfCsrEI0okuiORf1yM0vKNxva + U0y7xChLGcx4WRMsxWmJTzOimjqBNrewdvUX24Jp9hiE0sg6UnVrIroVXCtTrzrUdeHdiaqf8AC3 + 3RRVOknil6Lph67aPr94ftoJLsuqrFt4P/p5+r9D9YGklwc/b35JG6Xjg89Y5KrqElcuYpqnwF41 + itMYnRtXKQnoEjG8g8AcAT+NjYmYpXHPmg6HwKE1nmzaDVW7pHS0feTf4MwkYMCGUbdu0B8oygva + FHnehXXy2gx5ym4ihPyOQw+7MQ/BZRcO6biqTz0tRnOe2R0aV8p0mtUV/OwbDGmFODHUH5OXlgyH + Ju1Hi5005e8RTgsKlmQdE1gTL2LzGA8cPkpaYgPWqmE6ptWHr3b5RzGWuXPi6V9p4/z3V6P4tc3j + 9y3GiEG+JAkd6vh9/sORpGcV3JQ1fAf3TA7ekQ1ck646X2vSmBJnOaR0IKBI0YVUS/3ppDb6k42k + JP+3KllZxsxWuZEIYDtmSFU6ZAyt6sVx3anRowqXKa/J6GnZ5tL4MQZVARiHaD7m0asqapwrDiz2 + tvg/AAAA//+MWU1v4zYQvedXED7kpDhyPjYJetqk3W2BBiiaXfTShUFRI4sIRaoklawXyH8vZoaS + qNgFejVpipx5fPPm0eVFCWMdkQ5Qk1E4EoJq7UFFKp+e9VsgRqDl8tz/JFpct8hyC00DOApZXJZA + zwFXUeoYXwf6rRajDuAWUbXQcZnHeo99rM9Q8rvr4UchPh3AhE52r5P+tdRs01Ih+iOtCea00i6V + tMt1Wd5NALpZi6cMtn9AiOJRWrkjrS/+TMiZRRz25Dipmydldwz1LXTgdxoBTswkRePUEPC4A51x + AtJZRU6Bhx6QqePIGF0vbeIbG5fijOpH7gAkPqS7bSVdN7MXNWAOcJ8olI/TDSYtqeq8a2+l75rB + zKmZRNFIiotr3vfeSdWO4A3IGbXmErJP50mNP0NOJkhq8EicTA2FkAaLqN1xzDKZg3pv6MBj/cXl + yAJJeztrPBzQKWE5Q9Gj816HQnzB4vXZy30hnjLx/y7hyeJZgKi8OO/D+sP11eUEm9u1+Eri7RNy + CWYuiAfpK2fFk7bP4W/Lw9S34zHyzptqGvZbUIvO4WeHrhDQ9a0MDI/I7ZTzkdPSZFjwkKpXaP1Q + EUGxjpQYslHb80/NuDsVcYeZUBGKdxtwtwV+zDs0z7QX/wzSkL7INf8yrZ2uQ1wq0LwbfHQekLEK + oVhIsONhdxwPLIdehugHRfUwuz8IyiSBWeXxOajJ1sHQjoiO8jZ2BpTRLwkzqY8muCBd1nS/JlB8 + aV3Xk04+tD3yxPq9OE2Z/pxSecgvQzPsErlcrcvNxYSSuzXrImzya5a+tKFfFoz9YEDaoWc3BL73 + 0obkhfTv/zwVMlREisRrXMhbrGBgQCWhxJYfV7FlmVD8UYym83GCTT9Wrhdg1ZuklxOyCs5XGOuX + Pfag0jAKo/uOmr3xrqO9INlScl40qZNlBxRSj0thoFpLJgp1ckgUstM2WVXUvq/F1yVnjhmdY4KQ + OWaZjSdULiRmpQZDxZl2QtLQKOx4ry865sJuETLEg2NbZQxbBii5N86jLBan4i+H7P9rpmsWC402 + 8mlmIi9QdbE5lyqsIcT1dVVuLi6vJkhtyjVWu77VRivx0atW45mI+34GjENgIHnNyqSaJsvF5Jon + zxYnQwnr+s5PblyKubbRpas4XdtwSFmsbSJ1VHzTvXMNBz9dzVdpzIS2cQ8jyfAX5vRQx0vMRNmZ + uWlMZyKAnJzW4mMYaQcRpS03P6h1CywszveURTQVJPEPnS6LDsxuQ+UIPeTaQogtmfQv0gwgJvfg + XYHDuSnRtMt2H6iOvoIxZxXgd10jqEWr8beF5CGSKcQDoujeSPWMjfwxQ5Y5iTO+wM5teb65vL65 + ui3vmJM25aYsNwyg38gLUWZAhmEzmrRgJpFxzzozrKTyLgTq3d0QRMOSboQGN6wKyILD+gnfMfZ4 + RrKjB8uZwABzo0rhAqxt0u8XtbtY3jeuPwyJvLjc7wV0lZdq7n1yd7YQr0CcgC8ni4eTIy8OqSEj + 9ZQM9MAOcTt00goLkPTrux5vR15s/iDloRmCxEcxOxiTDUhrXeRg4lPYtzTyNj1+GbfrvavCu7+u + Gm11aLeeDDJ86ArR9SsafTsR4hs9sg2Ld7MV3ok+bqN7Bvrcpry+5gVX8+NeNny5uUnD0UVp5pGL + y5uL4sia2xqi1CZkT3UrJVUL9fzf+V1PDrV22cBJdvLDDR1bm0+v7e7/LD8PKAV9hHqb/OvFoedp + HvD587+mTZGmDa/QddQKtlGDx2zU0MjB8KPkiglr22i7A997zS+TTb+tK6nkh7JuytXJ28m/AAAA + //8DAJk9w52nHQAA + headers: + CF-RAY: + - 937f0e77086e7dff-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 13:13:51 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '26924' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149998845' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_663ef6f3401bc32e39e986bfa820a8d3 + status: + code: 200 + message: OK version: 1 diff --git a/tests/cassettes/test_task_guardrail_process_output.yaml b/tests/cassettes/test_task_guardrail_process_output.yaml new file mode 100644 index 000000000..6147e6a18 --- /dev/null +++ b/tests/cassettes/test_task_guardrail_process_output.yaml @@ -0,0 +1,250 @@ +interactions: +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n \n Lorem Ipsum + is simply dummy text of the printing and typesetting industry. Lorem Ipsum has + been the industry''s standard dummy text ever\n \n\n Guardrail:\n Ensure + the result has less than 10 words\n \n Your task:\n - Confirm + if the Task result complies with the guardrail.\n - If not, provide clear + feedback explaining what is wrong (e.g., by how much it violates the rule, or + what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '1629' + content-type: + - application/json + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jFPLbtswELz7KxY824GkxLGtW4KiQB+XBmkRtAqENbmSmFAkQVJ2UsP/ + HlByLKdNgV4IcGdnOPvgbgLApGA5MN5g4K1Vs+ub718rm324+5z+/CLt1dXD5fU3s1jd3Wx//GbT + yDDrB+LhlXXGTWsVBWn0AHNHGCiqpouL+XKVZum8B1ojSEVabcPswsxaqeUsS7KLWbKYpcsDuzGS + k2c5/JoAAOz6M/rUgp5YDsn0NdKS91gTy49JAMwZFSMMvZc+oA5sOoLc6EC6t37bmK5uQg6fQJst + cNRQyw0BQh39A2q/JQdQ6I9So4Kr/p7DrtAABdugkqJgOVSoPE2HYEUk1sgfY7xgtw1BQP8Ijnyn + AsTHUWoP6SVsjRN+CvTEiYTUNYSGoO7QCYdSgZKtDGAqqCiaCA1qSJOBBetnOAicFazQ+9MCHVWd + x9hk3Sl1AqDWJmAcUt/a+wOyPzZTmdo6s/Z/UFkltfRN6Qi90bFxPhjLenQ/Abjvh9a9mQOzzrQ2 + lME8Uv/ceTIf9Ni4KyM6Tw9gMAHVCWt+OX1HrxQUUCp/MnbGkTckRuq4I9gJaU6AyUnVf7t5T3uo + XOr6f+RHgHOygURpHQnJ31Y8pjmKX+lfaccu94aZJ7eRnMogycVJCKqwU8OCM//sA7VlJXVNzjo5 + bHlly+R8lS2zLFklbLKfvAAAAP//AwCHe/Jh8wMAAA== + headers: + CF-RAY: + - 937b20ddf9607def-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 01:46:56 GMT + Server: + - cloudflare + Set-Cookie: + - __cf_bm=nHa2kVJI_yO1RIsmZcEednJ1e9UVy1liv_sjBNtSj7Q-1745891216-1.0.1.1-jUH9kFawVBjnbq8sIL2.MQx.p7JvBZWUhqlkNKRlStWSgQxT0eZMPcgq9TCQoJAjuyNwhqfpK4HuX6x5n8UbQgAb6JrWJEG823e6GpGROEA; + path=/; expires=Tue, 29-Apr-25 02:16:56 GMT; domain=.api.openai.com; HttpOnly; + Secure; SameSite=None + - _cfuvid=gg2UeahMCOOR8YhitRtzDwENMOnTOuQdyTMVJVHG0Mg-1745891216085-0.0.1.1-604800000; + path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '896' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999631' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_859221ed1aedb26cc9d335004ccf183e + status: + code: 200 + message: OK +- request: + body: '{"messages": [{"role": "system", "content": "You are Guardrail Agent. You + are a expert at validating the output of a task. By providing effective feedback + if the output is not valid.\nYour personal goal is: Validate the output of the + task\n\nTo give my best complete final answer to the task respond using the + exact following format:\n\nThought: I now can give a great answer\nFinal Answer: + Your final answer must be the great and the most complete as possible, it must + be outcome described.\n\nI MUST use these formats, my job depends on it!\nIMPORTANT: + Your final answer MUST contain all the information requested in the following + format: {\n \"valid\": bool,\n \"feedback\": str | None\n}\n\nIMPORTANT: Ensure + the final output does not include any code block markers like ```json or ```python."}, + {"role": "user", "content": "\n Ensure the following task result complies + with the given guardrail.\n\n Task result:\n \n Lorem Ipsum + is simply dummy text of the printing and typesetting industry. Lorem Ipsum has + been the industry''s standard dummy text ever\n \n\n Guardrail:\n Ensure + the result has less than 500 words\n \n Your task:\n - + Confirm if the Task result complies with the guardrail.\n - If not, provide + clear feedback explaining what is wrong (e.g., by how much it violates the rule, + or what specific part fails).\n - Focus only on identifying issues \u2014 + do not propose corrections.\n - If the Task result complies with the + guardrail, saying that is valid\n "}], "model": "gpt-4o-mini", "stop": + ["\nObservation:"]}' + headers: + accept: + - application/json + accept-encoding: + - gzip, deflate + connection: + - keep-alive + content-length: + - '1630' + content-type: + - application/json + cookie: + - __cf_bm=nHa2kVJI_yO1RIsmZcEednJ1e9UVy1liv_sjBNtSj7Q-1745891216-1.0.1.1-jUH9kFawVBjnbq8sIL2.MQx.p7JvBZWUhqlkNKRlStWSgQxT0eZMPcgq9TCQoJAjuyNwhqfpK4HuX6x5n8UbQgAb6JrWJEG823e6GpGROEA; + _cfuvid=gg2UeahMCOOR8YhitRtzDwENMOnTOuQdyTMVJVHG0Mg-1745891216085-0.0.1.1-604800000 + host: + - api.openai.com + user-agent: + - OpenAI/Python 1.68.2 + x-stainless-arch: + - arm64 + x-stainless-async: + - 'false' + x-stainless-lang: + - python + x-stainless-os: + - MacOS + x-stainless-package-version: + - 1.68.2 + x-stainless-raw-response: + - 'true' + x-stainless-read-timeout: + - '600.0' + x-stainless-retry-count: + - '0' + x-stainless-runtime: + - CPython + x-stainless-runtime-version: + - 3.12.9 + method: POST + uri: https://api.openai.com/v1/chat/completions + response: + body: + string: !!binary | + H4sIAAAAAAAAAwAAAP//jJJNb9swDIbv/hWEzvHgfHRpfesOG3opsGE7LYXBSLStRZY0iU43BPnv + g5wPu10H7GLAfPhSfEkeMgChlShByBZZdt7kH758e1wzbnfbO6o/f1osV3T/+BO7UNNDIWZJ4bY/ + SPJF9U66zhti7ewJy0DIlKrO16ub27v5srgZQOcUmSRrPOcrl3fa6nxRLFZ5sc7nt2d167SkKEr4 + ngEAHIZv6tMq+iVKKGaXSEcxYkOivCYBiOBMigiMUUdGy2I2Qukskx1a/9q6vmm5hAew7hkkWmj0 + ngChSf0D2vhMAWBjP2qLBu6H/xIOGwuwEXs0Wm1ECRx6mp1iNZHaotylsO2N2djj9PFAdR/RnOEE + oLWOMQ1wsP10JserUeMaH9w2vpKKWlsd2yoQRmeTqcjOi4EeM4CnYaD9ixkJH1znuWK3o+G583KG + 4Vz2ONLF7RmyYzQT1XI5e6NepYhRmzhZiZAoW1KjdNwf9kq7Ccgmrv/u5q3aJ+faNv9TfgRSkmdS + lQ+ktHzpeEwLlM78X2nXKQ8Ni0hhryVVrCmkTSiqsTen4xPxd2TqqlrbhoIP+nSBta/SueD7QtWF + yI7ZHwAAAP//AwAiLXhqjwMAAA== + headers: + CF-RAY: + - 937b2311ee091b1b-GRU + Connection: + - keep-alive + Content-Encoding: + - gzip + Content-Type: + - application/json + Date: + - Tue, 29 Apr 2025 01:48:26 GMT + Server: + - cloudflare + Transfer-Encoding: + - chunked + X-Content-Type-Options: + - nosniff + access-control-expose-headers: + - X-Request-ID + alt-svc: + - h3=":443"; ma=86400 + cf-cache-status: + - DYNAMIC + openai-organization: + - crewai-iuxna1 + openai-processing-ms: + - '610' + openai-version: + - '2020-10-01' + strict-transport-security: + - max-age=31536000; includeSubDomains; preload + x-ratelimit-limit-requests: + - '30000' + x-ratelimit-limit-tokens: + - '150000000' + x-ratelimit-remaining-requests: + - '29999' + x-ratelimit-remaining-tokens: + - '149999631' + x-ratelimit-reset-requests: + - 2ms + x-ratelimit-reset-tokens: + - 0s + x-request-id: + - req_c136835c16be6bc1e4d820f239c4b620 + status: + code: 200 + message: OK +version: 1 diff --git a/tests/config/tasks.yaml b/tests/config/tasks.yaml index 88639debb..a90a70666 100644 --- a/tests/config/tasks.yaml +++ b/tests/config/tasks.yaml @@ -6,6 +6,7 @@ research_task: expected_output: > A list with 10 bullet points of the most relevant information about {topic} agent: researcher + guardrail: ensure each bullet contains its source reporting_task: description: > diff --git a/tests/project_test.py b/tests/project_test.py index c07922351..0ca435895 100644 --- a/tests/project_test.py +++ b/tests/project_test.py @@ -1,4 +1,5 @@ from typing import List +from unittest.mock import patch import pytest @@ -142,6 +143,15 @@ def test_agent_function_calling_llm(): ), "agent's function_calling_llm is incorrect" +def test_task_guardrail(): + crew = InternalCrew() + research_task = crew.research_task() + assert research_task.guardrail == "ensure each bullet contains its source" + + reporting_task = crew.reporting_task() + assert reporting_task.guardrail is None + + @pytest.mark.vcr(filter_headers=["authorization"]) def test_before_kickoff_modification(): crew = InternalCrew() diff --git a/tests/test_task_guardrails.py b/tests/test_task_guardrails.py index e22e76234..c4224f9cc 100644 --- a/tests/test_task_guardrails.py +++ b/tests/test_task_guardrails.py @@ -1,11 +1,16 @@ -"""Tests for task guardrails functionality.""" - -from unittest.mock import Mock +from unittest.mock import ANY, Mock, patch import pytest -from crewai.task import Task +from crewai import Agent, Task +from crewai.llm import LLM +from crewai.tasks.task_guardrail import TaskGuardrail from crewai.tasks.task_output import TaskOutput +from crewai.utilities.events import ( + TaskGuardrailCompletedEvent, + TaskGuardrailStartedEvent, +) +from crewai.utilities.events.crewai_event_bus import crewai_event_bus def test_task_without_guardrail(): @@ -22,7 +27,7 @@ def test_task_without_guardrail(): assert result.raw == "test result" -def test_task_with_successful_guardrail(): +def test_task_with_successful_guardrail_func(): """Test that successful guardrail validation passes transformed result.""" def guardrail(result: TaskOutput): @@ -127,3 +132,138 @@ def test_guardrail_error_in_context(): assert "Task failed guardrail validation" in str(exc_info.value) assert "Expected JSON, got string" in str(exc_info.value) + + +@pytest.fixture +def sample_agent(): + return Agent(role="Test Agent", goal="Test Goal", backstory="Test Backstory") + + +@pytest.fixture +def task_output(): + return TaskOutput( + raw=""" + Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever + """, + description="Test task", + expected_output="Output", + agent="Test Agent", + ) + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_task_guardrail_process_output(task_output): + guardrail = TaskGuardrail( + description="Ensure the result has less than 10 words", llm=LLM(model="gpt-4o") + ) + + result = guardrail(task_output) + assert result[0] is False + + assert "exceeding the guardrail limit of fewer than" in result[1].lower() + + guardrail = TaskGuardrail( + description="Ensure the result has less than 500 words", llm=LLM(model="gpt-4o") + ) + + result = guardrail(task_output) + assert result[0] is True + assert result[1] == task_output.raw + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_guardrail_emits_events(sample_agent): + started_guardrail = [] + completed_guardrail = [] + + with crewai_event_bus.scoped_handlers(): + + @crewai_event_bus.on(TaskGuardrailStartedEvent) + def handle_guardrail_started(source, event): + started_guardrail.append( + {"guardrail": event.guardrail, "retry_count": event.retry_count} + ) + + @crewai_event_bus.on(TaskGuardrailCompletedEvent) + def handle_guardrail_completed(source, event): + completed_guardrail.append( + { + "success": event.success, + "result": event.result, + "error": event.error, + "retry_count": event.retry_count, + } + ) + + task = Task( + description="Gather information about available books on the First World War", + agent=sample_agent, + expected_output="A list of available books on the First World War", + guardrail="Ensure the authors are from Italy", + ) + + result = task.execute_sync(agent=sample_agent) + + def custom_guardrail(result: TaskOutput): + return (True, "good result from callable function") + + task = Task( + description="Test task", + expected_output="Output", + guardrail=custom_guardrail, + ) + + task.execute_sync(agent=sample_agent) + + expected_started_events = [ + {"guardrail": "Ensure the authors are from Italy", "retry_count": 0}, + {"guardrail": "Ensure the authors are from Italy", "retry_count": 1}, + { + "guardrail": """def custom_guardrail(result: TaskOutput): + return (True, "good result from callable function")""", + "retry_count": 0, + }, + ] + + expected_completed_events = [ + { + "success": False, + "result": None, + "error": "The task result does not comply with the guardrail because none of " + "the listed authors are from Italy. All authors mentioned are from " + "different countries, including Germany, the UK, the USA, and others, " + "which violates the requirement that authors must be Italian.", + "retry_count": 0, + }, + {"success": True, "result": result.raw, "error": None, "retry_count": 1}, + { + "success": True, + "result": "good result from callable function", + "error": None, + "retry_count": 0, + }, + ] + assert started_guardrail == expected_started_events + assert completed_guardrail == expected_completed_events + + +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_guardrail_when_an_error_occurs(sample_agent, task_output): + with ( + patch( + "crewai.Agent.kickoff", + side_effect=Exception("Unexpected error"), + ), + pytest.raises( + Exception, + match="Error while validating the task output: Unexpected error", + ), + ): + task = Task( + description="Gather information about available books on the First World War", + agent=sample_agent, + expected_output="A list of available books on the First World War", + guardrail="Ensure the authors are from Italy", + max_retries=0, + ) + task.execute_sync(agent=sample_agent)