autogen_agentchat.conditions#

This module provides various termination conditions for controlling the behavior of multi-agent teams.

class ExternalTermination[source]#

Bases: TerminationCondition, Component[ExternalTerminationConfig]

A termination condition that is externally controlled by calling the set() method.

Example:

from autogen_agentchat.conditions import ExternalTermination

termination = ExternalTermination()

# Run the team in an asyncio task.
...

# Set the termination condition externally
termination.set()

classmethod _from_config(config: ExternalTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → ExternalTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of ExternalTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.ExternalTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

set() → None[source]#: Set the termination condition to terminated.

property terminated: bool#: Check if the termination condition has been reached

class HandoffTermination(target: str)[source]#

Bases: TerminationCondition, Component[HandoffTerminationConfig]

Terminate the conversation if a HandoffMessage with the given target is received.

Parameters:: target (str) – The target of the handoff message.

classmethod _from_config(config: HandoffTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → HandoffTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of HandoffTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.HandoffTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached

class MaxMessageTermination(max_messages: int)[source]#

Bases: TerminationCondition, Component[MaxMessageTerminationConfig]

Terminate the conversation after a maximum number of messages have been exchanged.

Parameters:: max_messages – The maximum number of messages allowed in the conversation.

classmethod _from_config(config: MaxMessageTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → MaxMessageTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of MaxMessageTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.MaxMessageTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached

class SourceMatchTermination(sources: List[str])[source]#

Bases: TerminationCondition, Component[SourceMatchTerminationConfig]

Terminate the conversation after a specific source responds.

Parameters:: sources (List[str]) – List of source names to terminate the conversation.
Raises:: TerminatedException – If the termination condition has already been reached.

classmethod _from_config(config: SourceMatchTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → SourceMatchTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of SourceMatchTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.SourceMatchTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached

class StopMessageTermination[source]#

Bases: TerminationCondition, Component[StopMessageTerminationConfig]

Terminate the conversation if a StopMessage is received.

classmethod _from_config(config: StopMessageTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → StopMessageTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of StopMessageTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.StopMessageTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached

class TextMentionTermination(text: str, sources: Sequence[str] | None = None)[source]#

Bases: TerminationCondition, Component[TextMentionTerminationConfig]

Terminate the conversation if a specific text is mentioned.

Parameters:

text – The text to look for in the messages.
sources – Check only messages of the specified agents for the text to look for.

classmethod _from_config(config: TextMentionTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → TextMentionTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of TextMentionTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.TextMentionTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached

class TimeoutTermination(timeout_seconds: float)[source]#

Bases: TerminationCondition, Component[TimeoutTerminationConfig]

Terminate the conversation after a specified duration has passed.

Parameters:: timeout_seconds – The maximum duration in seconds before terminating the conversation.

classmethod _from_config(config: TimeoutTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → TimeoutTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of TimeoutTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.TimeoutTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached

class TokenUsageTermination(max_total_token: int | None = None, max_prompt_token: int | None = None, max_completion_token: int | None = None)[source]#

Bases: TerminationCondition, Component[TokenUsageTerminationConfig]

Terminate the conversation if a token usage limit is reached.

Parameters:

max_total_token – The maximum total number of tokens allowed in the conversation.
max_prompt_token – The maximum number of prompt tokens allowed in the conversation.
max_completion_token – The maximum number of completion tokens allowed in the conversation.

Raises:

ValueError – If none of max_total_token, max_prompt_token, or max_completion_token is provided.

classmethod _from_config(config: TokenUsageTerminationConfig) → Self[source]#

Create a new instance of the component from a configuration object.

Parameters:: config (T) – The configuration object.
Returns:: Self – The new instance of the component.

_to_config() → TokenUsageTerminationConfig[source]#

Dump the configuration that would be requite to create a new instance of a component matching the configuration of this instance.

Returns:: T – The configuration of the component.

component_config_schema#: alias of TokenUsageTerminationConfig

component_provider_override: ClassVar[str | None] = 'autogen_agentchat.conditions.TokenUsageTermination'#: Override the provider string for the component. This should be used to prevent internal module names being a part of the module name.

async reset() → None[source]#: Reset the termination condition.

property terminated: bool#: Check if the termination condition has been reached