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chore: import upstream snapshot with attribution
2026-07-13 13:10:45 +08:00

86 lines
3.0 KiB
Python

"""Shared LLM tool-calling runtime.
Provider-agnostic machinery for running a think → call tools → observe loop:
parallel tool execution, provider-specific message shaping, and context-window
budget enforcement.
The top-level primitive is :class:`~core.agent.Agent`. Surfaces that
previously called ``run_tool_calling_loop`` should instantiate ``Agent``
directly and call ``.run(initial_messages)``.
"""
from __future__ import annotations
from importlib import import_module
from typing import Any
_EXPORT_MODULES = {
"Agent": "core.agent",
"AgentRunResult": "core.agent",
"context_budget_ceiling_for_model": "core.context_budget",
"enforce_context_budget": "core.context_budget",
"estimate_message_tokens": "core.context_budget",
"trim_lowest_value_tool_pair": "core.context_budget",
"truncate_content": "core.context_budget",
"AgentEndEvent": "core.events",
"AgentStartEvent": "core.events",
"MessageStartEvent": "core.events",
"MessageUpdateEvent": "core.events",
"ProviderRequestEndEvent": "core.events",
"ProviderRequestStartEvent": "core.events",
"RuntimeEvent": "core.events",
"RuntimeEventCallback": "core.events",
"RuntimeEventKind": "core.events",
"RuntimeEventType": "core.events",
"ToolExecutionEndEvent": "core.events",
"ToolExecutionStartEvent": "core.events",
"ToolExecutionUpdateEvent": "core.events",
"TupleEventCallback": "core.events",
"TurnEndEvent": "core.events",
"TurnStartEvent": "core.events",
"runtime_event_from_tuple": "core.events",
"tuple_payload_from_event": "core.events",
"BeforeToolCallResult": "core.execution",
"ToolExecutionHooks": "core.execution",
"ToolExecutionPatch": "core.execution",
"ToolExecutionRequest": "core.execution",
"ToolExecutionResult": "core.execution",
"execute_tool_calls": "core.execution",
"execute_tools": "core.execution",
"public_tool_input": "core.execution",
"summarise": "core.execution",
"tool_source": "core.execution",
"LLMInvokeFailure": "core.llm_invoke_errors",
"classify_llm_invoke_failure": "core.llm_invoke_errors",
"AppRuntimeMessage": "core.messages",
"AssistantRuntimeMessage": "core.messages",
"MessageMapper": "core.messages",
"RuntimeMessage": "core.messages",
"ToolResultRuntimeMessage": "core.messages",
"UserRuntimeMessage": "core.messages",
"ProviderHooks": "core.provider",
"ProviderRequest": "core.provider",
"resolve_llm_api_key": "core.provider",
"AgentTool": "core.types",
"AgentToolContext": "core.types",
"AgentToolExecutor": "core.types",
"RuntimeTool": "core.types",
"ToolExecutionMode": "core.types",
}
def __getattr__(name: str) -> Any:
module_name = _EXPORT_MODULES.get(name)
if module_name is None:
raise AttributeError(f"module {__name__!r} has no attribute {name!r}")
value = getattr(import_module(module_name), name)
globals()[name] = value
return value
def __dir__() -> list[str]:
return sorted(_EXPORT_MODULES)
__all__ = sorted(_EXPORT_MODULES)