added to docs and fixed tests

docs/core-concepts/Crews.md

@@ -170,6 +170,13 @@ To use the replay feature, follow these steps:
 2. Navigate to the directory where your CrewAI project is located.
 3. Run the following command:
 
+To view latest kickoff task_ids use:
+
+```shell
+crewai log-tasks-outputs
+```
+
+
 ```shell
 crewai replay -t <task_id>
 ```

src/crewai/agent.py

@@ -5,7 +5,6 @@ from typing import Any, List, Optional, Tuple
 from langchain.agents.agent import RunnableAgent
 from langchain.agents.tools import BaseTool
 from langchain.agents.tools import tool as LangChainTool
-from langchain.tools.base import StructuredTool
 from langchain_core.agents import AgentAction
 from langchain_core.callbacks import BaseCallbackHandler
 from langchain_openai import ChatOpenAI
@@ -299,7 +298,7 @@ class Agent(BaseAgent):
             agent=RunnableAgent(runnable=inner_agent), **executor_args
         )
 
-    def get_delegation_tools(self, agents: List[BaseAgent]) -> List[StructuredTool]:
+    def get_delegation_tools(self, agents: List[BaseAgent]):
         agent_tools = AgentTools(agents=agents)
         tools = agent_tools.tools()
         return tools

src/crewai/memory/storage/kickoff_task_outputs_storage.py

@@ -14,7 +14,7 @@ class KickoffTaskOutputsSQLiteStorage:
     """
 
     def __init__(
-        self, db_path: str = f"{db_storage_path()}/kickoff_task_outputs.db"
+        self, db_path: str = f"{db_storage_path()}/long_term_memory_storage.dbs"
     ) -> None:
         self.db_path = db_path
         self._printer: Printer = Printer()
@@ -126,7 +126,7 @@ class KickoffTaskOutputsSQLiteStorage:
             with sqlite3.connect(self.db_path) as conn:
                 cursor = conn.cursor()
                 cursor.execute("""
-                SELECT task_id, expected_output, output, task_index, inputs, was_replayed, timestamp
+                SELECT *
                 FROM latest_kickoff_task_outputs
                 ORDER BY task_index
                 """)

tests/crew_test.py

@@ -1236,10 +1236,10 @@ def test_agent_usage_metrics_are_captured_for_hierarchical_process():
     print(crew.usage_metrics)
 
     assert crew.usage_metrics == {
-        "total_tokens": 2217,
-        "prompt_tokens": 1847,
-        "completion_tokens": 370,
-        "successful_requests": 4,
+        "total_tokens": 311,
+        "prompt_tokens": 224,
+        "completion_tokens": 87,
+        "successful_requests": 1,
     }