LLMService: only do handle function inspection once
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@@ -25,7 +25,6 @@ from loguru import logger
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from pipecat.adapters.base_llm_adapter import BaseLLMAdapter
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from pipecat.adapters.schemas.direct_function import DirectFunction, DirectFunctionWrapper
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from pipecat.adapters.schemas.function_schema import FunctionSchema
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from pipecat.adapters.services.open_ai_adapter import OpenAILLMAdapter
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from pipecat.frames.frames import (
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CancelFrame,
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@@ -108,6 +107,7 @@ class FunctionCallRegistryItem:
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function_name: Optional[str]
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handler: FunctionCallHandler | "DirectFunctionWrapper"
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cancel_on_interruption: bool
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handler_deprecated: bool
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@dataclass
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@@ -282,12 +282,25 @@ class LLMService(AIService):
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cancel_on_interruption: Whether to cancel this function call when an
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interruption occurs. Defaults to True.
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"""
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signature = inspect.signature(handler)
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handler_deprecated = len(signature.parameters) > 1
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if handler_deprecated:
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import warnings
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with warnings.catch_warnings():
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warnings.simplefilter("always")
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warnings.warn(
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"Function calls with parameters `(function_name, tool_call_id, arguments, llm, context, result_callback)` are deprecated, use a single `FunctionCallParams` parameter instead.",
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DeprecationWarning,
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)
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# Registering a function with the function_name set to None will run
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# that handler for all functions
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self._functions[function_name] = FunctionCallRegistryItem(
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function_name=function_name,
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handler=handler,
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cancel_on_interruption=cancel_on_interruption,
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handler_deprecated=handler_deprecated,
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)
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# Start callbacks are now deprecated.
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@@ -325,6 +338,7 @@ class LLMService(AIService):
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function_name=wrapper.name,
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handler=wrapper,
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cancel_on_interruption=cancel_on_interruption,
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handler_deprecated=False,
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)
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def unregister_function(self, function_name: Optional[str]):
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@@ -552,17 +566,7 @@ class LLMService(AIService):
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)
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else:
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# Handler is a FunctionCallHandler
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signature = inspect.signature(item.handler)
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if len(signature.parameters) > 1:
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import warnings
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with warnings.catch_warnings():
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warnings.simplefilter("always")
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warnings.warn(
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"Function calls with parameters `(function_name, tool_call_id, arguments, llm, context, result_callback)` are deprecated, use a single `FunctionCallParams` parameter instead.",
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DeprecationWarning,
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)
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if item.handler_deprecated:
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await item.handler(
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runner_item.function_name,
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runner_item.tool_call_id,
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