import asyncio from typing import Any, Dict, List, Optional, Union from api_utils.tools_registry import execute_tool_call, register_runtime_tools from api_utils.utils_ext.string_utils import ( extract_json_from_text, get_latest_user_text, ) from models import Message async def maybe_execute_tools( messages: List[Message], tools: Optional[List[Dict[str, Any]]], tool_choice: Optional[Union[str, Dict[str, Any]]], ) -> Optional[List[Dict[str, Any]]]: """ Active function execution based on tools/tool_choice: - If tool_choice specifies a function name (string or {type:'function', function:{name}}), attempt to execute that function. - If tool_choice is 'auto' and only one tool is provided, execute that tool. - Argument source: Attempt to extract JSON from the text of the most recent user message; if fails, use empty parameters. - Returns [{name, arguments, result}]; returns None if no executable is found. """ try: # Track runtime-declared tools and optional MCP endpoints mcp_ep: Optional[str] = None # support per-request MCP endpoint via request-level message or tool spec extension (if present later) # current: read from env only in registry when not provided register_runtime_tools(tools, mcp_ep) # If tool result messages already exist (role='tool'), follow the conversational calling loop, # driven by the client, the server does not actively execute again. for m in messages: if getattr(m, "role", None) == "tool": return None chosen_name: Optional[str] = None if isinstance(tool_choice, dict): fn_raw = tool_choice.get("function") if isinstance(fn_raw, dict): name_raw = fn_raw.get("name") if isinstance(name_raw, str): chosen_name = name_raw elif isinstance(tool_choice, str): lc = tool_choice.lower() if lc in ("none", "no", "off"): return None if lc in ("auto", "required", "any"): if isinstance(tools, list) and len(tools) == 1: first_tool = tools[0] func_raw = first_tool.get("function", {}) if isinstance(func_raw, dict): name_from_func = func_raw.get("name") if isinstance(name_from_func, str): chosen_name = name_from_func if not chosen_name: name_from_tool = first_tool.get("name") if isinstance(name_from_tool, str): chosen_name = name_from_tool else: chosen_name = tool_choice elif tool_choice is None: # Do not execute actively return None if not chosen_name: return None user_text = get_latest_user_text(messages) args_json = extract_json_from_text(user_text) or "{}" result_str = await execute_tool_call(chosen_name, args_json) return [{"name": chosen_name, "arguments": args_json, "result": result_str}] except asyncio.CancelledError: raise except Exception: return None