agents.react_class.react_v2.config¶
Configuration for the ReactAgent.
Classes¶
Configuration for a React agent that can use tools and follow ReAct reasoning pattern. |
Module Contents¶
- class agents.react_class.react_v2.config.ReactAgentConfig¶
Bases:
haive.agents.simple.config.SimpleAgentConfigConfiguration for a React agent that can use tools and follow ReAct reasoning pattern.
- classmethod from_tools(tools, model='gpt-4o', system_prompt=None, name=None, temperature=0.7, parallel_tool_execution=False, max_iterations=10, max_retries=3, **kwargs)¶
Create a ReactAgentConfig with tools from scratch.
- Parameters:
tools (ToolsInput) – Tools to use (list or dict)
model (str) – Model name to use
system_prompt (str | None) – Optional system prompt
name (str | None) – Optional agent name
temperature (float) – Temperature for generation
parallel_tool_execution (bool) – Whether to execute tools in parallel
max_iterations (int) – Maximum number of reasoning iterations
max_retries (int) – Maximum number of retries for tool failures
**kwargs – Additional kwargs for the config
- Returns:
ReactAgentConfig instance
- Return type:
- classmethod validate_tools(v)¶
Validate that tools are properly configured.
- Return type:
Any
- classmethod with_structured_output(model_class, tools, system_prompt=None, name=None, parallel_tool_execution=False, **kwargs)¶
Create a ReactAgentConfig with structured output and tools.
- Parameters:
model_class (type[pydantic.BaseModel]) – Pydantic model class for structured output
tools (ToolsInput) – Tools to use (list or dict)
system_prompt (str | None) – Optional system prompt
name (str | None) – Optional agent name
parallel_tool_execution (bool) – Whether to execute tools in parallel
**kwargs – Additional kwargs for the config
- Returns:
ReactAgentConfig instance
- Return type: