agents.reasoning_and_critique.lats.config¶

Configuration for Language Agent Tree Search (LATS) agent.

Classes¶

LATSAgentConfig

Configuration for Language Agent Tree Search (LATS) agent.

Module Contents¶

class agents.reasoning_and_critique.lats.config.LATSAgentConfig¶

Bases: haive.core.engine.agent.agent.AgentConfig

Configuration for Language Agent Tree Search (LATS) agent.

This agent implements a Monte Carlo Tree Search approach to generate high-quality responses through exploration and exploitation of different action trajectories.

classmethod from_llms(reflection_llm, action_llm, tools=None, **kwargs)¶

Create a LATS agent configuration from LLM configs.

Parameters:

reflection_llm (haive.core.engine.aug_llm.AugLLMConfig) – LLM configuration for reflection
action_llm (haive.core.engine.aug_llm.AugLLMConfig) – LLM configuration for action generation
tools (list[langchain_core.tools.BaseTool | langchain_core.tools.StructuredTool] | None) – Optional list of tools
**kwargs – Additional configuration parameters

Returns:

LATSAgentConfig instance

Return type:

LATSAgentConfig