CrewAgentExecutor (crew_agent_executor.py)

Executes CrewAI agent tasks by managing LLM interactions, tool invocations, and iterative reasoning loops until task completion.

from typing import Any, Callable, Dict, List, Optional, Union

from crewai.agents.agent_builder.base_agent import BaseAgent
from crewai.agents.agent_builder.base_agent_executor_mixin import CrewAgentExecutorMixin
from crewai.agents.parser import (
    AgentAction,
    AgentFinish,
    OutputParserException,
)
from crewai.agents.tools_handler import ToolsHandler
from crewai.llm import BaseLLM
from crewai.tools.base_tool import BaseTool
from crewai.tools.structured_tool import CrewStructuredTool
from crewai.tools.tool_types import ToolResult
from crewai.utilities import I18N, Printer
from crewai.utilities.agent_utils import (
    enforce_rpm_limit,
    format_message_for_llm,
    get_llm_response,
    handle_agent_action_core,
    handle_context_length,
    handle_max_iterations_exceeded,
  

... (truncated -- full source via MCP)