Deprecate LLMUserResponseAggregator and LLMAssistantResponseAggregator, which depend on the now-deprecated LLMMessagesFrame.
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@@ -12,6 +12,7 @@ LLM processing, and text-to-speech components in conversational AI pipelines.
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"""
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import asyncio
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import warnings
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from abc import abstractmethod
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from dataclasses import dataclass
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from typing import Dict, List, Literal, Optional, Set
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@@ -994,6 +995,10 @@ class LLMAssistantContextAggregator(LLMContextResponseAggregator):
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class LLMUserResponseAggregator(LLMUserContextAggregator):
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"""User response aggregator that outputs LLMMessagesFrame instead of context frames.
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.. deprecated:: 0.0.78
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This class is deprecated and will be removed in a future version.
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Use `LLMUserContextAggregator` or another LLM-specific subclass instead.
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This aggregator extends LLMUserContextAggregator but pushes LLMMessagesFrame
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objects downstream instead of OpenAILLMContextFrame objects. This is useful
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when you need message-based output rather than context-based output.
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@@ -1008,11 +1013,21 @@ class LLMUserResponseAggregator(LLMUserContextAggregator):
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):
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"""Initialize the user response aggregator.
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.. deprecated:: 0.0.78
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This class is deprecated and will be removed in a future version.
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Use `LLMUserContextAggregator` or another LLM-specific subclass instead.
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Args:
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messages: Initial messages for the conversation context.
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params: Configuration parameters for aggregation behavior.
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**kwargs: Additional arguments passed to parent class.
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"""
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warnings.warn(
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"LLMUserResponseAggregator is deprecated and will be removed in a future version. "
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"Use LLMUserContextAggregator or another LLM-specific subclass instead.",
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DeprecationWarning,
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stacklevel=2,
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)
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super().__init__(context=OpenAILLMContext(messages), params=params, **kwargs)
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async def _process_aggregation(self):
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@@ -1027,6 +1042,10 @@ class LLMUserResponseAggregator(LLMUserContextAggregator):
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class LLMAssistantResponseAggregator(LLMAssistantContextAggregator):
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"""Assistant response aggregator that outputs LLMMessagesFrame instead of context frames.
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.. deprecated:: 0.0.78
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This class is deprecated and will be removed in a future version.
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Use `LLMAssistantContextAggregator` or another LLM-specific subclass instead.
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This aggregator extends LLMAssistantContextAggregator but pushes LLMMessagesFrame
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objects downstream instead of OpenAILLMContextFrame objects. This is useful
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when you need message-based output rather than context-based output.
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@@ -1041,11 +1060,21 @@ class LLMAssistantResponseAggregator(LLMAssistantContextAggregator):
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):
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"""Initialize the assistant response aggregator.
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.. deprecated:: 0.0.78
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This class is deprecated and will be removed in a future version.
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Use `LLMAssistantContextAggregator` or another LLM-specific subclass instead.
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Args:
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messages: Initial messages for the conversation context.
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params: Configuration parameters for aggregation behavior.
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**kwargs: Additional arguments passed to parent class.
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"""
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warnings.warn(
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"LLMAssistantResponseAggregator is deprecated and will be removed in a future version. "
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"Use LLMAssistantContextAggregator or another LLM-specific subclass instead.",
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DeprecationWarning,
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stacklevel=2,
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)
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super().__init__(context=OpenAILLMContext(messages), params=params, **kwargs)
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async def push_aggregation(self):
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