chore: import upstream snapshot with attribution
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# Copyright (c) Microsoft. All rights reserved.
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import sys
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from collections import deque
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from collections.abc import AsyncIterable
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from copy import deepcopy
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if sys.version_info >= (3, 12):
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from typing import override # pragma: no cover
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else:
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from typing_extensions import override # pragma: no cover
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from typing import TYPE_CHECKING, Any, ClassVar, Deque
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from semantic_kernel.agents.channels.agent_channel import AgentChannel
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from semantic_kernel.contents import ChatMessageContent
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from semantic_kernel.contents.chat_history import ChatHistory
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from semantic_kernel.contents.function_call_content import FunctionCallContent
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from semantic_kernel.contents.function_result_content import FunctionResultContent
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from semantic_kernel.contents.image_content import ImageContent
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from semantic_kernel.contents.streaming_text_content import StreamingTextContent
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from semantic_kernel.contents.text_content import TextContent
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from semantic_kernel.utils.feature_stage_decorator import experimental
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if TYPE_CHECKING:
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from semantic_kernel.agents.agent import Agent
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from semantic_kernel.agents.chat_completion.chat_completion_agent import ChatHistoryAgentThread
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from semantic_kernel.contents.chat_history import ChatHistory
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from semantic_kernel.contents.streaming_chat_message_content import StreamingChatMessageContent
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@experimental
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class ChatHistoryChannel(AgentChannel, ChatHistory):
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"""An AgentChannel specialization for that acts upon a ChatHistoryHandler."""
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thread: "ChatHistoryAgentThread"
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ALLOWED_CONTENT_TYPES: ClassVar[tuple[type, ...]] = (
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ImageContent,
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FunctionCallContent,
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FunctionResultContent,
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StreamingTextContent,
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TextContent,
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)
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@override
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async def invoke(
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self,
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agent: "Agent",
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**kwargs: Any,
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) -> AsyncIterable[tuple[bool, ChatMessageContent]]:
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"""Perform a discrete incremental interaction between a single Agent and AgentChat.
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Args:
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agent: The agent to interact with.
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kwargs: The keyword arguments.
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Returns:
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An async iterable of ChatMessageContent.
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"""
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message_count = len(self.messages)
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mutated_history = set()
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message_queue: Deque[ChatMessageContent] = deque()
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async for response in agent.invoke(
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messages=self.messages[-1],
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thread=self.thread,
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):
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# Capture all messages that have been included in the mutated history.
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for message_index in range(message_count, len(self.messages)):
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mutated_message = self.messages[message_index]
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mutated_history.add(mutated_message)
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message_queue.append(mutated_message)
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# Update the message count pointer to reflect the current history.
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message_count = len(self.messages)
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# Avoid duplicating any message included in the mutated history and also returned by the enumeration result.
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if response.message not in mutated_history:
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self.messages.append(response.message)
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message_queue.append(response.message)
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# Dequeue the next message to yield.
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yield_message = message_queue.popleft()
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yield (
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self._is_message_visible(message=yield_message, message_queue_count=len(message_queue)),
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yield_message,
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)
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# Dequeue any remaining messages to yield.
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while message_queue:
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yield_message = message_queue.popleft()
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yield (
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self._is_message_visible(message=yield_message, message_queue_count=len(message_queue)),
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yield_message,
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)
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@override
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async def invoke_stream(
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self, agent: "Agent", messages: list[ChatMessageContent], **kwargs: Any
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) -> AsyncIterable["StreamingChatMessageContent"]:
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"""Perform a discrete incremental stream interaction between a single Agent and AgentChat.
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Args:
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agent: The agent to interact with.
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messages: The history of messages in the conversation.
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kwargs: The keyword arguments
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Returns:
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An async iterable of ChatMessageContent.
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"""
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message_count = len(self.messages)
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async for response_message in agent.invoke_stream(
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messages=self.messages[-1],
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thread=self.thread,
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):
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if response_message.message.content:
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yield response_message.message
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for message_index in range(message_count, len(self.messages)):
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messages.append(self.messages[message_index])
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def _is_message_visible(self, message: ChatMessageContent, message_queue_count: int) -> bool:
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"""Determine if a message is visible to the user."""
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return (
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not any(isinstance(item, (FunctionCallContent, FunctionResultContent)) for item in message.items)
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or message_queue_count == 0
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)
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@override
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async def receive(
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self,
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history: list[ChatMessageContent],
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) -> None:
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"""Receive the conversation messages.
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Do not include messages that only contain file references.
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Args:
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history: The history of messages in the conversation.
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"""
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filtered_history: list[ChatMessageContent] = []
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for message in history:
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new_message = deepcopy(message)
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if new_message.items is None:
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new_message.items = []
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allowed_items = [item for item in new_message.items if isinstance(item, self.ALLOWED_CONTENT_TYPES)]
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if not allowed_items:
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continue
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new_message.items.clear()
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new_message.items.extend(allowed_items)
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filtered_history.append(new_message)
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self.messages.extend(filtered_history)
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@override
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async def get_history( # type: ignore
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self,
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) -> AsyncIterable[ChatMessageContent]:
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"""Retrieve the message history specific to this channel.
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Returns:
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An async iterable of ChatMessageContent.
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"""
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for message in reversed(self.messages):
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yield message
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@override
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async def reset(self) -> None:
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"""Reset the channel state."""
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self.messages.clear()
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