diff --git a/src/crewai/agent.py b/src/crewai/agent.py
index 903304362..80f995de8 100644
--- a/src/crewai/agent.py
+++ b/src/crewai/agent.py
@@ -53,6 +53,7 @@ from crewai.utilities.converter import generate_model_description
 from crewai.utilities.llm_utils import create_llm
 from crewai.utilities.token_counter_callback import TokenCalcHandler
 from crewai.utilities.training_handler import CrewTrainingHandler
+from crewai.utilities.types import LLMMessage
 
 
 class Agent(BaseAgent):
@@ -347,15 +348,16 @@ class Agent(BaseAgent):
         )
 
         if self.knowledge or (self.crew and self.crew.knowledge):
-            crewai_event_bus.emit(
-                self,
-                event=KnowledgeRetrievalStartedEvent(
-                    agent=self,
-                ),
-            )
             try:
                 self.knowledge_search_query = self._get_knowledge_search_query(
-                    task_prompt
+                    task_prompt, task
+                )
+                crewai_event_bus.emit(
+                    self,
+                    event=KnowledgeRetrievalStartedEvent(
+                        from_task=task,
+                        from_agent=self,
+                    ),
                 )
                 if self.knowledge_search_query:
                     # Quering agent specific knowledge
@@ -385,7 +387,8 @@ class Agent(BaseAgent):
                         self,
                         event=KnowledgeRetrievalCompletedEvent(
                             query=self.knowledge_search_query,
-                            agent=self,
+                            from_task=task,
+                            from_agent=self,
                             retrieved_knowledge=(
                                 (self.agent_knowledge_context or "")
                                 + (
@@ -403,8 +406,9 @@ class Agent(BaseAgent):
                     self,
                     event=KnowledgeSearchQueryFailedEvent(
                         query=self.knowledge_search_query or "",
-                        agent=self,
                         error=str(e),
+                        from_task=task,
+                        from_agent=self,
                     ),
                 )
 
@@ -728,13 +732,14 @@ class Agent(BaseAgent):
     def set_fingerprint(self, fingerprint: Fingerprint):
         self.security_config.fingerprint = fingerprint
 
-    def _get_knowledge_search_query(self, task_prompt: str) -> str | None:
+    def _get_knowledge_search_query(self, task_prompt: str, task: Task) -> str | None:
         """Generate a search query for the knowledge base based on the task description."""
         crewai_event_bus.emit(
             self,
             event=KnowledgeQueryStartedEvent(
                 task_prompt=task_prompt,
-                agent=self,
+                from_task=task,
+                from_agent=self,
             ),
         )
         query = self.i18n.slice("knowledge_search_query").format(
@@ -749,8 +754,9 @@ class Agent(BaseAgent):
             crewai_event_bus.emit(
                 self,
                 event=KnowledgeQueryFailedEvent(
-                    agent=self,
                     error="LLM is not compatible with knowledge search queries",
+                    from_task=task,
+                    from_agent=self,
                 ),
             )
             return None
@@ -769,7 +775,8 @@ class Agent(BaseAgent):
                 self,
                 event=KnowledgeQueryCompletedEvent(
                     query=query,
-                    agent=self,
+                    from_task=task,
+                    from_agent=self,
                 ),
             )
             return rewritten_query
@@ -777,15 +784,16 @@ class Agent(BaseAgent):
             crewai_event_bus.emit(
                 self,
                 event=KnowledgeQueryFailedEvent(
-                    agent=self,
                     error=str(e),
+                    from_task=task,
+                    from_agent=self,
                 ),
             )
             return None
 
     def kickoff(
         self,
-        messages: str | list[dict[str, str]],
+        messages: str | list[LLMMessage],
         response_format: type[Any] | None = None,
     ) -> LiteAgentOutput:
         """
@@ -825,7 +833,7 @@ class Agent(BaseAgent):
 
     async def kickoff_async(
         self,
-        messages: str | list[dict[str, str]],
+        messages: str | list[LLMMessage],
         response_format: type[Any] | None = None,
     ) -> LiteAgentOutput:
         """
@@ -855,6 +863,7 @@ class Agent(BaseAgent):
             response_format=response_format,
             i18n=self.i18n,
             original_agent=self,
+            guardrail=self.guardrail,
         )
 
         return await lite_agent.kickoff_async(messages)
diff --git a/src/crewai/events/listeners/tracing/trace_listener.py b/src/crewai/events/listeners/tracing/trace_listener.py
index a2a39bcac..cef3bb6ee 100644
--- a/src/crewai/events/listeners/tracing/trace_listener.py
+++ b/src/crewai/events/listeners/tracing/trace_listener.py
@@ -32,6 +32,13 @@ from crewai.events.types.flow_events import (
     MethodExecutionFinishedEvent,
     MethodExecutionStartedEvent,
 )
+from crewai.events.types.knowledge_events import (
+    KnowledgeQueryCompletedEvent,
+    KnowledgeQueryFailedEvent,
+    KnowledgeQueryStartedEvent,
+    KnowledgeRetrievalCompletedEvent,
+    KnowledgeRetrievalStartedEvent,
+)
 from crewai.events.types.llm_events import (
     LLMCallCompletedEvent,
     LLMCallFailedEvent,
@@ -310,6 +317,26 @@ class TraceCollectionListener(BaseEventListener):
         def on_agent_reasoning_failed(source, event):
             self._handle_action_event("agent_reasoning_failed", source, event)
 
+        @event_bus.on(KnowledgeRetrievalStartedEvent)
+        def on_knowledge_retrieval_started(source, event):
+            self._handle_action_event("knowledge_retrieval_started", source, event)
+
+        @event_bus.on(KnowledgeRetrievalCompletedEvent)
+        def on_knowledge_retrieval_completed(source, event):
+            self._handle_action_event("knowledge_retrieval_completed", source, event)
+
+        @event_bus.on(KnowledgeQueryStartedEvent)
+        def on_knowledge_query_started(source, event):
+            self._handle_action_event("knowledge_query_started", source, event)
+
+        @event_bus.on(KnowledgeQueryCompletedEvent)
+        def on_knowledge_query_completed(source, event):
+            self._handle_action_event("knowledge_query_completed", source, event)
+
+        @event_bus.on(KnowledgeQueryFailedEvent)
+        def on_knowledge_query_failed(source, event):
+            self._handle_action_event("knowledge_query_failed", source, event)
+
     def _initialize_crew_batch(self, source: Any, event: Any):
         """Initialize trace batch"""
         user_context = self._get_user_context()
diff --git a/src/crewai/events/types/knowledge_events.py b/src/crewai/events/types/knowledge_events.py
index c90eeb14a..14a08aef2 100644
--- a/src/crewai/events/types/knowledge_events.py
+++ b/src/crewai/events/types/knowledge_events.py
@@ -1,51 +1,60 @@
-from crewai.agents.agent_builder.base_agent import BaseAgent
+from typing import Any
+
 from crewai.events.base_events import BaseEvent
 
 
-class KnowledgeRetrievalStartedEvent(BaseEvent):
+class KnowledgeEventBase(BaseEvent):
+    task_id: str | None = None
+    task_name: str | None = None
+    from_task: Any | None = None
+    from_agent: Any | None = None
+    agent_role: str | None = None
+    agent_id: str | None = None
+
+    def __init__(self, **data):
+        super().__init__(**data)
+        self._set_agent_params(data)
+        self._set_task_params(data)
+
+
+class KnowledgeRetrievalStartedEvent(KnowledgeEventBase):
     """Event emitted when a knowledge retrieval is started."""
 
     type: str = "knowledge_search_query_started"
-    agent: BaseAgent
 
 
-class KnowledgeRetrievalCompletedEvent(BaseEvent):
+class KnowledgeRetrievalCompletedEvent(KnowledgeEventBase):
     """Event emitted when a knowledge retrieval is completed."""
 
     query: str
     type: str = "knowledge_search_query_completed"
-    agent: BaseAgent
     retrieved_knowledge: str
 
 
-class KnowledgeQueryStartedEvent(BaseEvent):
+class KnowledgeQueryStartedEvent(KnowledgeEventBase):
     """Event emitted when a knowledge query is started."""
 
     task_prompt: str
     type: str = "knowledge_query_started"
-    agent: BaseAgent
 
 
-class KnowledgeQueryFailedEvent(BaseEvent):
+class KnowledgeQueryFailedEvent(KnowledgeEventBase):
     """Event emitted when a knowledge query fails."""
 
     type: str = "knowledge_query_failed"
-    agent: BaseAgent
     error: str
 
 
-class KnowledgeQueryCompletedEvent(BaseEvent):
+class KnowledgeQueryCompletedEvent(KnowledgeEventBase):
     """Event emitted when a knowledge query is completed."""
 
     query: str
     type: str = "knowledge_query_completed"
-    agent: BaseAgent
 
 
-class KnowledgeSearchQueryFailedEvent(BaseEvent):
+class KnowledgeSearchQueryFailedEvent(KnowledgeEventBase):
     """Event emitted when a knowledge search query fails."""
 
     query: str
     type: str = "knowledge_search_query_failed"
-    agent: BaseAgent
     error: str
diff --git a/src/crewai/events/types/llm_guardrail_events.py b/src/crewai/events/types/llm_guardrail_events.py
index 31f03ad89..895ac3ad3 100644
--- a/src/crewai/events/types/llm_guardrail_events.py
+++ b/src/crewai/events/types/llm_guardrail_events.py
@@ -5,7 +5,21 @@ from typing import Any
 from crewai.events.base_events import BaseEvent
 
 
-class LLMGuardrailStartedEvent(BaseEvent):
+class LLMGuardrailBaseEvent(BaseEvent):
+    task_id: str | None = None
+    task_name: str | None = None
+    from_task: Any | None = None
+    from_agent: Any | None = None
+    agent_role: str | None = None
+    agent_id: str | None = None
+
+    def __init__(self, **data):
+        super().__init__(**data)
+        self._set_agent_params(data)
+        self._set_task_params(data)
+
+
+class LLMGuardrailStartedEvent(LLMGuardrailBaseEvent):
     """Event emitted when a guardrail task starts
 
     Attributes:
@@ -29,7 +43,7 @@ class LLMGuardrailStartedEvent(BaseEvent):
             self.guardrail = getsource(self.guardrail).strip()
 
 
-class LLMGuardrailCompletedEvent(BaseEvent):
+class LLMGuardrailCompletedEvent(LLMGuardrailBaseEvent):
     """Event emitted when a guardrail task completes
 
     Attributes:
@@ -44,3 +58,16 @@ class LLMGuardrailCompletedEvent(BaseEvent):
     result: Any
     error: str | None = None
     retry_count: int
+
+
+class LLMGuardrailFailedEvent(LLMGuardrailBaseEvent):
+    """Event emitted when a guardrail task fails
+
+    Attributes:
+        error: The error message
+        retry_count: The number of times the guardrail has been retried
+    """
+
+    type: str = "llm_guardrail_failed"
+    error: str
+    retry_count: int
diff --git a/src/crewai/lite_agent.py b/src/crewai/lite_agent.py
index e658bca1c..b80f499b4 100644
--- a/src/crewai/lite_agent.py
+++ b/src/crewai/lite_agent.py
@@ -4,6 +4,7 @@ import uuid
 from collections.abc import Callable
 from typing import (
     Any,
+    Literal,
     cast,
     get_args,
     get_origin,
@@ -62,6 +63,7 @@ from crewai.utilities.llm_utils import create_llm
 from crewai.utilities.printer import Printer
 from crewai.utilities.token_counter_callback import TokenCalcHandler
 from crewai.utilities.tool_utils import execute_tool_and_check_finality
+from crewai.utilities.types import LLMMessage
 
 
 class LiteAgentOutput(BaseModel):
@@ -180,7 +182,7 @@ class LiteAgent(FlowTrackable, BaseModel):
     _token_process: TokenProcess = PrivateAttr(default_factory=TokenProcess)
     _cache_handler: CacheHandler = PrivateAttr(default_factory=CacheHandler)
     _key: str = PrivateAttr(default_factory=lambda: str(uuid.uuid4()))
-    _messages: list[dict[str, str]] = PrivateAttr(default_factory=list)
+    _messages: list[LLMMessage] = PrivateAttr(default_factory=list)
     _iterations: int = PrivateAttr(default=0)
     _printer: Printer = PrivateAttr(default_factory=Printer)
     _guardrail: Callable | None = PrivateAttr(default=None)
@@ -219,7 +221,6 @@ class LiteAgent(FlowTrackable, BaseModel):
                 raise TypeError(
                     f"Guardrail requires LLM instance of type BaseLLM, got {type(self.llm).__name__}"
                 )
-
             self._guardrail = LLMGuardrail(description=self.guardrail, llm=self.llm)
 
         return self
@@ -276,7 +277,7 @@ class LiteAgent(FlowTrackable, BaseModel):
         """Return the original role for compatibility with tool interfaces."""
         return self.role
 
-    def kickoff(self, messages: str | list[dict[str, str]]) -> LiteAgentOutput:
+    def kickoff(self, messages: str | list[LLMMessage]) -> LiteAgentOutput:
         """
         Execute the agent with the given messages.
 
@@ -368,6 +369,7 @@ class LiteAgent(FlowTrackable, BaseModel):
                 guardrail=self._guardrail,
                 retry_count=self._guardrail_retry_count,
                 event_source=self,
+                from_agent=self,
             )
 
             if not guardrail_result.success:
@@ -414,9 +416,7 @@ class LiteAgent(FlowTrackable, BaseModel):
 
         return output
 
-    async def kickoff_async(
-        self, messages: str | list[dict[str, str]]
-    ) -> LiteAgentOutput:
+    async def kickoff_async(self, messages: str | list[LLMMessage]) -> LiteAgentOutput:
         """
         Execute the agent asynchronously with the given messages.
 
@@ -461,9 +461,7 @@ class LiteAgent(FlowTrackable, BaseModel):
 
         return base_prompt
 
-    def _format_messages(
-        self, messages: str | list[dict[str, str]]
-    ) -> list[dict[str, str]]:
+    def _format_messages(self, messages: str | list[LLMMessage]) -> list[LLMMessage]:
         """Format messages for the LLM."""
         if isinstance(messages, str):
             messages = [{"role": "user", "content": messages}]
@@ -471,7 +469,9 @@ class LiteAgent(FlowTrackable, BaseModel):
         system_prompt = self._get_default_system_prompt()
 
         # Add system message at the beginning
-        formatted_messages = [{"role": "system", "content": system_prompt}]
+        formatted_messages: list[LLMMessage] = [
+            {"role": "system", "content": system_prompt}
+        ]
 
         # Add the rest of the messages
         formatted_messages.extend(messages)
@@ -583,6 +583,8 @@ class LiteAgent(FlowTrackable, BaseModel):
             ),
         )
 
-    def _append_message(self, text: str, role: str = "assistant") -> None:
+    def _append_message(
+        self, text: str, role: Literal["user", "assistant", "system"] = "assistant"
+    ) -> None:
         """Append a message to the message list with the given role."""
-        self._messages.append(format_message_for_llm(text, role=role))
+        self._messages.append(cast(LLMMessage, format_message_for_llm(text, role=role)))
diff --git a/src/crewai/task.py b/src/crewai/task.py
index dc8e0f3eb..ebf284317 100644
--- a/src/crewai/task.py
+++ b/src/crewai/task.py
@@ -462,6 +462,8 @@ class Task(BaseModel):
                     guardrail=self._guardrail,
                     retry_count=self.retry_count,
                     event_source=self,
+                    from_task=self,
+                    from_agent=agent,
                 )
                 if not guardrail_result.success:
                     if self.retry_count >= self.guardrail_max_retries:
diff --git a/src/crewai/utilities/agent_utils.py b/src/crewai/utilities/agent_utils.py
index 5bc2bcb7f..003e8b7d1 100644
--- a/src/crewai/utilities/agent_utils.py
+++ b/src/crewai/utilities/agent_utils.py
@@ -31,6 +31,7 @@ from crewai.utilities.types import LLMMessage
 
 if TYPE_CHECKING:
     from crewai.agent import Agent
+    from crewai.lite_agent import LiteAgent
     from crewai.task import Task
 
 
@@ -222,7 +223,7 @@ def get_llm_response(
     callbacks: list[Callable[..., Any]],
     printer: Printer,
     from_task: Task | None = None,
-    from_agent: Agent | None = None,
+    from_agent: Agent | LiteAgent | None = None,
 ) -> str:
     """Call the LLM and return the response, handling any invalid responses.
 
diff --git a/src/crewai/utilities/converter.py b/src/crewai/utilities/converter.py
index 8e8aa94af..07f6f7ea3 100644
--- a/src/crewai/utilities/converter.py
+++ b/src/crewai/utilities/converter.py
@@ -14,6 +14,7 @@ from crewai.utilities.pydantic_schema_parser import PydanticSchemaParser
 
 if TYPE_CHECKING:
     from crewai.agent import Agent
+    from crewai.agents.agent_builder.base_agent import BaseAgent
     from crewai.llm import LLM
     from crewai.llms.base_llm import BaseLLM
 
@@ -143,7 +144,7 @@ def convert_to_model(
     result: str,
     output_pydantic: type[BaseModel] | None,
     output_json: type[BaseModel] | None,
-    agent: Agent | None = None,
+    agent: Agent | BaseAgent | None = None,
     converter_cls: type[Converter] | None = None,
 ) -> dict[str, Any] | BaseModel | str:
     """Convert a result string to a Pydantic model or JSON.
@@ -215,7 +216,7 @@ def handle_partial_json(
     result: str,
     model: type[BaseModel],
     is_json_output: bool,
-    agent: Agent | None,
+    agent: Agent | BaseAgent | None,
     converter_cls: type[Converter] | None = None,
 ) -> dict[str, Any] | BaseModel | str:
     """Handle partial JSON in a result string and convert to Pydantic model or dict.
@@ -260,7 +261,7 @@ def convert_with_instructions(
     result: str,
     model: type[BaseModel],
     is_json_output: bool,
-    agent: Agent | None,
+    agent: Agent | BaseAgent | None,
     converter_cls: type[Converter] | None = None,
 ) -> dict | BaseModel | str:
     """Convert a result string to a Pydantic model or JSON using instructions.
@@ -283,7 +284,12 @@ def convert_with_instructions(
     """
     if agent is None:
         raise TypeError("Agent must be provided if converter_cls is not specified.")
-    llm = agent.function_calling_llm or agent.llm
+
+    llm = getattr(agent, "function_calling_llm", None) or agent.llm
+
+    if llm is None:
+        raise ValueError("Agent must have a valid LLM instance for conversion")
+
     instructions = get_conversion_instructions(model=model, llm=llm)
     converter = create_converter(
         agent=agent,
@@ -299,7 +305,7 @@ def convert_with_instructions(
 
     if isinstance(exported_result, ConverterError):
         Printer().print(
-            content=f"{exported_result.message} Using raw output instead.",
+            content=f"Failed to convert result to model: {exported_result}",
             color="red",
         )
         return result
@@ -308,7 +314,7 @@ def convert_with_instructions(
 
 
 def get_conversion_instructions(
-    model: type[BaseModel], llm: BaseLLM | LLM | str
+    model: type[BaseModel], llm: BaseLLM | LLM | str | Any
 ) -> str:
     """Generate conversion instructions based on the model and LLM capabilities.
 
@@ -357,7 +363,7 @@ class CreateConverterKwargs(TypedDict, total=False):
 
 
 def create_converter(
-    agent: Agent | None = None,
+    agent: Agent | BaseAgent | None = None,
     converter_cls: type[Converter] | None = None,
     *args: Any,
     **kwargs: Unpack[CreateConverterKwargs],
diff --git a/src/crewai/utilities/guardrail.py b/src/crewai/utilities/guardrail.py
index 837ffad8c..6846bf0e6 100644
--- a/src/crewai/utilities/guardrail.py
+++ b/src/crewai/utilities/guardrail.py
@@ -7,7 +7,9 @@ from pydantic import BaseModel, Field, field_validator
 from typing_extensions import Self
 
 if TYPE_CHECKING:
-    from crewai.lite_agent import LiteAgentOutput
+    from crewai.agents.agent_builder.base_agent import BaseAgent
+    from crewai.lite_agent import LiteAgent, LiteAgentOutput
+    from crewai.task import Task
     from crewai.tasks.task_output import TaskOutput
 
 
@@ -79,6 +81,8 @@ def process_guardrail(
     guardrail: Callable[[Any], tuple[bool, Any | str]],
     retry_count: int,
     event_source: Any | None = None,
+    from_agent: BaseAgent | LiteAgent | None = None,
+    from_task: Task | None = None,
 ) -> GuardrailResult:
     """Process the guardrail for the agent output.
 
@@ -95,14 +99,6 @@ def process_guardrail(
         TypeError: If output is not a TaskOutput or LiteAgentOutput
         ValueError: If guardrail is None
     """
-    from crewai.lite_agent import LiteAgentOutput
-    from crewai.tasks.task_output import TaskOutput
-
-    if not isinstance(output, (TaskOutput, LiteAgentOutput)):
-        raise TypeError("Output must be a TaskOutput or LiteAgentOutput")
-    if guardrail is None:
-        raise ValueError("Guardrail must not be None")
-
     from crewai.events.event_bus import crewai_event_bus
     from crewai.events.types.llm_guardrail_events import (
         LLMGuardrailCompletedEvent,
@@ -111,7 +107,12 @@ def process_guardrail(
 
     crewai_event_bus.emit(
         event_source,
-        LLMGuardrailStartedEvent(guardrail=guardrail, retry_count=retry_count),
+        LLMGuardrailStartedEvent(
+            guardrail=guardrail,
+            retry_count=retry_count,
+            from_agent=from_agent,
+            from_task=from_task,
+        ),
     )
 
     result = guardrail(output)
@@ -124,6 +125,8 @@ def process_guardrail(
             result=guardrail_result.result,
             error=guardrail_result.error,
             retry_count=retry_count,
+            from_agent=from_agent,
+            from_task=from_task,
         ),
     )
 
diff --git a/src/crewai/utilities/tool_utils.py b/src/crewai/utilities/tool_utils.py
index 851492a04..5506dde64 100644
--- a/src/crewai/utilities/tool_utils.py
+++ b/src/crewai/utilities/tool_utils.py
@@ -12,6 +12,7 @@ from crewai.utilities.i18n import I18N
 
 if TYPE_CHECKING:
     from crewai.agent import Agent
+    from crewai.agents.agent_builder.base_agent import BaseAgent
     from crewai.llm import LLM
     from crewai.llms.base_llm import BaseLLM
     from crewai.task import Task
@@ -25,7 +26,7 @@ def execute_tool_and_check_finality(
     agent_role: str | None = None,
     tools_handler: ToolsHandler | None = None,
     task: Task | None = None,
-    agent: Agent | None = None,
+    agent: Agent | BaseAgent | None = None,
     function_calling_llm: BaseLLM | LLM | None = None,
     fingerprint_context: dict[str, str] | None = None,
 ) -> ToolResult:
diff --git a/tests/agents/test_agent.py b/tests/agents/test_agent.py
index e7d0526c8..f17d4d161 100644
--- a/tests/agents/test_agent.py
+++ b/tests/agents/test_agent.py
@@ -2299,10 +2299,10 @@ def test_get_knowledge_search_query():
         crew = Crew(agents=[agent], tasks=[task])
         crew.kickoff()
 
-        mock_get_query.assert_called_once_with(task_prompt)
+        mock_get_query.assert_called_once_with(task_prompt, task)
 
     with patch.object(agent.llm, "call") as mock_llm_call:
-        agent._get_knowledge_search_query(task_prompt)
+        agent._get_knowledge_search_query(task_prompt, task)
 
         mock_llm_call.assert_called_once_with(
             [
diff --git a/tests/cassettes/test_agent_error_on_parsing_tool.yaml b/tests/cassettes/test_agent_error_on_parsing_tool.yaml
index ec6df0200..b79db90bd 100644
--- a/tests/cassettes/test_agent_error_on_parsing_tool.yaml
+++ b/tests/cassettes/test_agent_error_on_parsing_tool.yaml
@@ -1852,4 +1852,1709 @@ interactions:
       - req_f3e522c8e419cab62842ddcee0e80b7b
     http_version: HTTP/1.1
     status_code: 200
+- request:
+    body: '{"trace_id": "f547ec24-65a2-4e61-af1f-56a272147fff", "execution_type":
+      "crew", "user_identifier": null, "execution_context": {"crew_fingerprint": null,
+      "crew_name": "crew", "flow_name": null, "crewai_version": "0.201.1", "privacy_level":
+      "standard"}, "execution_metadata": {"expected_duration_estimate": 300, "agent_count":
+      0, "task_count": 0, "flow_method_count": 0, "execution_started_at": "2025-10-08T18:16:43.606547+00:00"}}'
+    headers:
+      Accept:
+      - '*/*'
+      Accept-Encoding:
+      - gzip, deflate, zstd
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '428'
+      Content-Type:
+      - application/json
+      User-Agent:
+      - CrewAI-CLI/0.201.1
+      X-Crewai-Organization-Id:
+      - d3a3d10c-35db-423f-a7a4-c026030ba64d
+      X-Crewai-Version:
+      - 0.201.1
+    method: POST
+    uri: http://localhost:3000/crewai_plus/api/v1/tracing/batches
+  response:
+    body:
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+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}], "response": "```\nThought:
+      you should always think about what to do\nAction: get_final_answer\nAction Input:
+      {}", "call_type": "<LLMCallType.LLM_CALL: ''llm_call''>", "model": "gpt-4o-mini"}},
+      {"event_id": "5472e69e-83de-41f7-9406-69823552ff2f", "timestamp": "2025-10-08T18:16:44.087638+00:00",
+      "type": "llm_call_started", "event_data": {"timestamp": "2025-10-08T18:16:44.087510+00:00",
+      "type": "llm_call_started", "source_fingerprint": null, "source_type": null,
+      "fingerprint_metadata": null, "task_name": null, "task_id": null, "agent_id":
+      null, "agent_role": null, "from_task": null, "from_agent": null, "model": "gpt-4o-mini",
+      "messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nYou ONLY have access to the following tools, and
+      should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool
+      Arguments: {}\nTool Description: Get the final answer but don''t give it yet,
+      just re-use this\ntool non-stop.\n\nIMPORTANT: Use the following format in your
+      response:\n\n```\nThought: you should always think about what to do\nAction:
+      the action to take, only one name of [get_final_answer], just the name, exactly
+      as it''s written.\nAction Input: the input to the action, just a simple JSON
+      object, enclosed in curly braces, using \" to wrap keys and values.\nObservation:
+      the result of the action\n```\n\nOnce all necessary information is gathered,
+      return the following format:\n\n```\nThought: I now know the final answer\nFinal
+      Answer: the final answer to the original input question\n```"}, {"role": "user",
+      "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis is the expected
+      criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need to
+      determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}], "tools": null, "callbacks": ["<crewai.utilities.token_counter_callback.TokenCalcHandler
+      object at 0x1402345f0>"], "available_functions": null}}, {"event_id": "b72092ce-ceda-4f82-9393-a80f9dcf0c09",
+      "timestamp": "2025-10-08T18:16:44.090720+00:00", "type": "llm_call_completed",
+      "event_data": {"timestamp": "2025-10-08T18:16:44.090679+00:00", "type": "llm_call_completed",
+      "source_fingerprint": null, "source_type": null, "fingerprint_metadata": null,
+      "task_name": null, "task_id": null, "agent_id": null, "agent_role": null, "from_task":
+      null, "from_agent": null, "messages": [{"role": "system", "content": "You are
+      test role. test backstory\nYour personal goal is: test goal\nYou ONLY have access
+      to the following tools, and should NEVER make up tools that are not listed here:\n\nTool
+      Name: get_final_answer\nTool Arguments: {}\nTool Description: Get the final
+      answer but don''t give it yet, just re-use this\ntool non-stop.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [get_final_answer],
+      just the name, exactly as it''s written.\nAction Input: the input to the action,
+      just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
+      values.\nObservation: the result of the action\n```\n\nOnce all necessary information
+      is gathered, return the following format:\n\n```\nThought: I now know the final
+      answer\nFinal Answer: the final answer to the original input question\n```"},
+      {"role": "user", "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis
+      is the expected criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need
+      to determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}], "response": "```\nThought: I need to determine how to proceed
+      in order to get the final answer.\nAction: get_final_answer\nAction Input: {}",
+      "call_type": "<LLMCallType.LLM_CALL: ''llm_call''>", "model": "gpt-4o-mini"}},
+      {"event_id": "a4709344-ef62-4836-ac7e-29e66fe56e9b", "timestamp": "2025-10-08T18:16:44.090828+00:00",
+      "type": "llm_call_started", "event_data": {"timestamp": "2025-10-08T18:16:44.090787+00:00",
+      "type": "llm_call_started", "source_fingerprint": null, "source_type": null,
+      "fingerprint_metadata": null, "task_name": "Use the get_final_answer tool.",
+      "task_id": "3515212f-6267-4b3d-a775-2cc602a9e8c3", "agent_id": "163c48fa-466e-4470-b238-acbbfe263776",
+      "agent_role": "test role", "from_task": null, "from_agent": null, "model": "gpt-4o-mini",
+      "messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nYou ONLY have access to the following tools, and
+      should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool
+      Arguments: {}\nTool Description: Get the final answer but don''t give it yet,
+      just re-use this\ntool non-stop.\n\nIMPORTANT: Use the following format in your
+      response:\n\n```\nThought: you should always think about what to do\nAction:
+      the action to take, only one name of [get_final_answer], just the name, exactly
+      as it''s written.\nAction Input: the input to the action, just a simple JSON
+      object, enclosed in curly braces, using \" to wrap keys and values.\nObservation:
+      the result of the action\n```\n\nOnce all necessary information is gathered,
+      return the following format:\n\n```\nThought: I now know the final answer\nFinal
+      Answer: the final answer to the original input question\n```"}, {"role": "user",
+      "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis is the expected
+      criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need to
+      determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}], "tools": null, "callbacks": ["<crewai.utilities.token_counter_callback.TokenCalcHandler
+      object at 0x1402345f0>"], "available_functions": null}}, {"event_id": "01a16383-a9d3-4257-8fe6-cf644c9bfcdb",
+      "timestamp": "2025-10-08T18:16:44.093691+00:00", "type": "llm_call_completed",
+      "event_data": {"timestamp": "2025-10-08T18:16:44.093657+00:00", "type": "llm_call_completed",
+      "source_fingerprint": null, "source_type": null, "fingerprint_metadata": null,
+      "task_name": "Use the get_final_answer tool.", "task_id": "3515212f-6267-4b3d-a775-2cc602a9e8c3",
+      "agent_id": "163c48fa-466e-4470-b238-acbbfe263776", "agent_role": "test role",
+      "from_task": null, "from_agent": null, "messages": [{"role": "system", "content":
+      "You are test role. test backstory\nYour personal goal is: test goal\nYou ONLY
+      have access to the following tools, and should NEVER make up tools that are
+      not listed here:\n\nTool Name: get_final_answer\nTool Arguments: {}\nTool Description:
+      Get the final answer but don''t give it yet, just re-use this\ntool non-stop.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [get_final_answer],
+      just the name, exactly as it''s written.\nAction Input: the input to the action,
+      just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
+      values.\nObservation: the result of the action\n```\n\nOnce all necessary information
+      is gathered, return the following format:\n\n```\nThought: I now know the final
+      answer\nFinal Answer: the final answer to the original input question\n```"},
+      {"role": "user", "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis
+      is the expected criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need
+      to determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}], "response": "```\nThought: I need to pursue the action to
+      get the final answer.\nAction: get_final_answer\nAction Input: {}", "call_type":
+      "<LLMCallType.LLM_CALL: ''llm_call''>", "model": "gpt-4o-mini"}}, {"event_id":
+      "9290fb66-22c5-49fe-bc4c-0edef3213baf", "timestamp": "2025-10-08T18:16:44.095930+00:00",
+      "type": "llm_call_started", "event_data": {"timestamp": "2025-10-08T18:16:44.095245+00:00",
+      "type": "llm_call_started", "source_fingerprint": null, "source_type": null,
+      "fingerprint_metadata": null, "task_name": null, "task_id": null, "agent_id":
+      null, "agent_role": null, "from_task": null, "from_agent": null, "model": "gpt-4o-mini",
+      "messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nYou ONLY have access to the following tools, and
+      should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool
+      Arguments: {}\nTool Description: Get the final answer but don''t give it yet,
+      just re-use this\ntool non-stop.\n\nIMPORTANT: Use the following format in your
+      response:\n\n```\nThought: you should always think about what to do\nAction:
+      the action to take, only one name of [get_final_answer], just the name, exactly
+      as it''s written.\nAction Input: the input to the action, just a simple JSON
+      object, enclosed in curly braces, using \" to wrap keys and values.\nObservation:
+      the result of the action\n```\n\nOnce all necessary information is gathered,
+      return the following format:\n\n```\nThought: I now know the final answer\nFinal
+      Answer: the final answer to the original input question\n```"}, {"role": "user",
+      "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis is the expected
+      criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need to
+      determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}, {"role": "assistant", "content": "```\nThought: I need to pursue
+      the action to get the final answer.\nAction: get_final_answer\nAction Input:
+      {}\nObservation: I encountered an error: Error on parsing tool.\nMoving on then.
+      I MUST either use a tool (use one at time) OR give my best final answer not
+      both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```"}, {"role": "assistant", "content": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}\nObservation: I encountered an error: Error on parsing tool.\nMoving
+      on then. I MUST either use a tool (use one at time) OR give my best final answer
+      not both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}], "tools": null, "callbacks":
+      ["<crewai.utilities.token_counter_callback.TokenCalcHandler object at 0x1402345f0>"],
+      "available_functions": null}}, {"event_id": "e3c09cf8-7e54-4b7c-a941-48e40d11d482",
+      "timestamp": "2025-10-08T18:16:44.098722+00:00", "type": "llm_call_completed",
+      "event_data": {"timestamp": "2025-10-08T18:16:44.098680+00:00", "type": "llm_call_completed",
+      "source_fingerprint": null, "source_type": null, "fingerprint_metadata": null,
+      "task_name": null, "task_id": null, "agent_id": null, "agent_role": null, "from_task":
+      null, "from_agent": null, "messages": [{"role": "system", "content": "You are
+      test role. test backstory\nYour personal goal is: test goal\nYou ONLY have access
+      to the following tools, and should NEVER make up tools that are not listed here:\n\nTool
+      Name: get_final_answer\nTool Arguments: {}\nTool Description: Get the final
+      answer but don''t give it yet, just re-use this\ntool non-stop.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [get_final_answer],
+      just the name, exactly as it''s written.\nAction Input: the input to the action,
+      just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
+      values.\nObservation: the result of the action\n```\n\nOnce all necessary information
+      is gathered, return the following format:\n\n```\nThought: I now know the final
+      answer\nFinal Answer: the final answer to the original input question\n```"},
+      {"role": "user", "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis
+      is the expected criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need
+      to determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}, {"role": "assistant", "content": "```\nThought: I need to pursue
+      the action to get the final answer.\nAction: get_final_answer\nAction Input:
+      {}\nObservation: I encountered an error: Error on parsing tool.\nMoving on then.
+      I MUST either use a tool (use one at time) OR give my best final answer not
+      both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```"}, {"role": "assistant", "content": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}\nObservation: I encountered an error: Error on parsing tool.\nMoving
+      on then. I MUST either use a tool (use one at time) OR give my best final answer
+      not both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}], "response": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}", "call_type": "<LLMCallType.LLM_CALL: ''llm_call''>", "model": "gpt-4o-mini"}},
+      {"event_id": "ec342da7-248c-4fb5-b7a9-c7fb90ec4e3a", "timestamp": "2025-10-08T18:16:44.098808+00:00",
+      "type": "llm_call_started", "event_data": {"timestamp": "2025-10-08T18:16:44.098774+00:00",
+      "type": "llm_call_started", "source_fingerprint": null, "source_type": null,
+      "fingerprint_metadata": null, "task_name": "Use the get_final_answer tool.",
+      "task_id": "3515212f-6267-4b3d-a775-2cc602a9e8c3", "agent_id": "163c48fa-466e-4470-b238-acbbfe263776",
+      "agent_role": "test role", "from_task": null, "from_agent": null, "model": "gpt-4o-mini",
+      "messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nYou ONLY have access to the following tools, and
+      should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool
+      Arguments: {}\nTool Description: Get the final answer but don''t give it yet,
+      just re-use this\ntool non-stop.\n\nIMPORTANT: Use the following format in your
+      response:\n\n```\nThought: you should always think about what to do\nAction:
+      the action to take, only one name of [get_final_answer], just the name, exactly
+      as it''s written.\nAction Input: the input to the action, just a simple JSON
+      object, enclosed in curly braces, using \" to wrap keys and values.\nObservation:
+      the result of the action\n```\n\nOnce all necessary information is gathered,
+      return the following format:\n\n```\nThought: I now know the final answer\nFinal
+      Answer: the final answer to the original input question\n```"}, {"role": "user",
+      "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis is the expected
+      criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need to
+      determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}, {"role": "assistant", "content": "```\nThought: I need to pursue
+      the action to get the final answer.\nAction: get_final_answer\nAction Input:
+      {}\nObservation: I encountered an error: Error on parsing tool.\nMoving on then.
+      I MUST either use a tool (use one at time) OR give my best final answer not
+      both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```"}, {"role": "assistant", "content": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}\nObservation: I encountered an error: Error on parsing tool.\nMoving
+      on then. I MUST either use a tool (use one at time) OR give my best final answer
+      not both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}], "tools": null, "callbacks":
+      ["<crewai.utilities.token_counter_callback.TokenCalcHandler object at 0x1402345f0>"],
+      "available_functions": null}}, {"event_id": "fcfab733-e239-4781-81e8-bbee191c3cce",
+      "timestamp": "2025-10-08T18:16:44.101471+00:00", "type": "llm_call_completed",
+      "event_data": {"timestamp": "2025-10-08T18:16:44.101441+00:00", "type": "llm_call_completed",
+      "source_fingerprint": null, "source_type": null, "fingerprint_metadata": null,
+      "task_name": "Use the get_final_answer tool.", "task_id": "3515212f-6267-4b3d-a775-2cc602a9e8c3",
+      "agent_id": "163c48fa-466e-4470-b238-acbbfe263776", "agent_role": "test role",
+      "from_task": null, "from_agent": null, "messages": [{"role": "system", "content":
+      "You are test role. test backstory\nYour personal goal is: test goal\nYou ONLY
+      have access to the following tools, and should NEVER make up tools that are
+      not listed here:\n\nTool Name: get_final_answer\nTool Arguments: {}\nTool Description:
+      Get the final answer but don''t give it yet, just re-use this\ntool non-stop.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [get_final_answer],
+      just the name, exactly as it''s written.\nAction Input: the input to the action,
+      just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
+      values.\nObservation: the result of the action\n```\n\nOnce all necessary information
+      is gathered, return the following format:\n\n```\nThought: I now know the final
+      answer\nFinal Answer: the final answer to the original input question\n```"},
+      {"role": "user", "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis
+      is the expected criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need
+      to determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}, {"role": "assistant", "content": "```\nThought: I need to pursue
+      the action to get the final answer.\nAction: get_final_answer\nAction Input:
+      {}\nObservation: I encountered an error: Error on parsing tool.\nMoving on then.
+      I MUST either use a tool (use one at time) OR give my best final answer not
+      both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```"}, {"role": "assistant", "content": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}\nObservation: I encountered an error: Error on parsing tool.\nMoving
+      on then. I MUST either use a tool (use one at time) OR give my best final answer
+      not both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}], "response": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}", "call_type": "<LLMCallType.LLM_CALL: ''llm_call''>", "model": "gpt-4o-mini"}},
+      {"event_id": "a3b55181-2cc1-4c0c-8ef6-dd91b7da3cea", "timestamp": "2025-10-08T18:16:44.103430+00:00",
+      "type": "llm_call_started", "event_data": {"timestamp": "2025-10-08T18:16:44.102860+00:00",
+      "type": "llm_call_started", "source_fingerprint": null, "source_type": null,
+      "fingerprint_metadata": null, "task_name": null, "task_id": null, "agent_id":
+      null, "agent_role": null, "from_task": null, "from_agent": null, "model": "gpt-4o-mini",
+      "messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nYou ONLY have access to the following tools, and
+      should NEVER make up tools that are not listed here:\n\nTool Name: get_final_answer\nTool
+      Arguments: {}\nTool Description: Get the final answer but don''t give it yet,
+      just re-use this\ntool non-stop.\n\nIMPORTANT: Use the following format in your
+      response:\n\n```\nThought: you should always think about what to do\nAction:
+      the action to take, only one name of [get_final_answer], just the name, exactly
+      as it''s written.\nAction Input: the input to the action, just a simple JSON
+      object, enclosed in curly braces, using \" to wrap keys and values.\nObservation:
+      the result of the action\n```\n\nOnce all necessary information is gathered,
+      return the following format:\n\n```\nThought: I now know the final answer\nFinal
+      Answer: the final answer to the original input question\n```"}, {"role": "user",
+      "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis is the expected
+      criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need to
+      determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}, {"role": "assistant", "content": "```\nThought: I need to pursue
+      the action to get the final answer.\nAction: get_final_answer\nAction Input:
+      {}\nObservation: I encountered an error: Error on parsing tool.\nMoving on then.
+      I MUST either use a tool (use one at time) OR give my best final answer not
+      both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```"}, {"role": "assistant", "content": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}\nObservation: I encountered an error: Error on parsing tool.\nMoving
+      on then. I MUST either use a tool (use one at time) OR give my best final answer
+      not both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: I need to pursue the action to get the final answer.\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: I need to pursue the action to get the
+      final answer.\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered
+      an error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}], "tools": null, "callbacks": ["<crewai.utilities.token_counter_callback.TokenCalcHandler
+      object at 0x1402345f0>"], "available_functions": null}}, {"event_id": "7ce3a4d9-329c-4e03-97ee-1e7ff09b9e8a",
+      "timestamp": "2025-10-08T18:16:44.106320+00:00", "type": "llm_call_completed",
+      "event_data": {"timestamp": "2025-10-08T18:16:44.106287+00:00", "type": "llm_call_completed",
+      "source_fingerprint": null, "source_type": null, "fingerprint_metadata": null,
+      "task_name": null, "task_id": null, "agent_id": null, "agent_role": null, "from_task":
+      null, "from_agent": null, "messages": [{"role": "system", "content": "You are
+      test role. test backstory\nYour personal goal is: test goal\nYou ONLY have access
+      to the following tools, and should NEVER make up tools that are not listed here:\n\nTool
+      Name: get_final_answer\nTool Arguments: {}\nTool Description: Get the final
+      answer but don''t give it yet, just re-use this\ntool non-stop.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [get_final_answer],
+      just the name, exactly as it''s written.\nAction Input: the input to the action,
+      just a simple JSON object, enclosed in curly braces, using \" to wrap keys and
+      values.\nObservation: the result of the action\n```\n\nOnce all necessary information
+      is gathered, return the following format:\n\n```\nThought: I now know the final
+      answer\nFinal Answer: the final answer to the original input question\n```"},
+      {"role": "user", "content": "\nCurrent Task: Use the get_final_answer tool.\n\nThis
+      is the expected criteria for your final answer: The final answer\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:"}, {"role": "assistant", "content": "I need
+      to determine what action to take next to retrieve the final answer.  \nAction:
+      get_final_answer  \nAction Input: {}  \nObservation: I encountered an error:
+      Error on parsing tool.\nMoving on then. I MUST either use a tool (use one at
+      time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "I need to determine what action to take next to retrieve
+      the final answer.  \nAction: get_final_answer  \nAction Input: {}  \nObservation:
+      I encountered an error: Error on parsing tool.\nMoving on then. I MUST either
+      use a tool (use one at time) OR give my best final answer not both at the same
+      time. When responding, I must use the following format:\n\n```\nThought: you
+      should always think about what to do\nAction: the action to take, should be
+      one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: you should always think about what to do\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```"}, {"role":
+      "assistant", "content": "```\nThought: you should always think about what to
+      do\nAction: get_final_answer\nAction Input: {}\nObservation: I encountered an
+      error: Error on parsing tool.\nMoving on then. I MUST either use a tool (use
+      one at time) OR give my best final answer not both at the same time. When responding,
+      I must use the following format:\n\n```\nThought: you should always think about
+      what to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\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\n```\nNow
+      it''s time you MUST give your absolute best final answer. You''ll ignore all
+      previous instructions, stop using any tools, and just return your absolute BEST
+      Final answer."}, {"role": "assistant", "content": "```\nThought: I need to pursue
+      the action to get the final answer.\nAction: get_final_answer\nAction Input:
+      {}\nObservation: I encountered an error: Error on parsing tool.\nMoving on then.
+      I MUST either use a tool (use one at time) OR give my best final answer not
+      both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```"}, {"role": "assistant", "content": "```\nThought:
+      I need to pursue the action to get the final answer.\nAction: get_final_answer\nAction
+      Input: {}\nObservation: I encountered an error: Error on parsing tool.\nMoving
+      on then. I MUST either use a tool (use one at time) OR give my best final answer
+      not both at the same time. When responding, I must use the following format:\n\n```\nThought:
+      you should always think about what to do\nAction: the action to take, should
+      be one of [get_final_answer]\nAction Input: the input to the action, dictionary
+      enclosed in curly braces\nObservation: the result of the action\n```\nThis Thought/Action/Action
+      Input/Result can repeat N times. Once I know the final answer, I must return
+      the following format:\n\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\n```\nNow it''s time you MUST give your absolute
+      best final answer. You''ll ignore all previous instructions, stop using any
+      tools, and just return your absolute BEST Final answer."}, {"role": "assistant",
+      "content": "```\nThought: I need to pursue the action to get the final answer.\nAction:
+      get_final_answer\nAction Input: {}\nObservation: I encountered an error: Error
+      on parsing tool.\nMoving on then. I MUST either use a tool (use one at time)
+      OR give my best final answer not both at the same time. When responding, I must
+      use the following format:\n\n```\nThought: you should always think about what
+      to do\nAction: the action to take, should be one of [get_final_answer]\nAction
+      Input: the input to the action, dictionary enclosed in curly braces\nObservation:
+      the result of the action\n```\nThis Thought/Action/Action Input/Result can repeat
+      N times. Once I know the final answer, I must return the following format:\n\n```\nThought:
+      I now can give a great answer\nFinal Answer: Your final answer must be the great
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