Package com.hw.langchain.agents.agent

Class BaseSingleActionAgent

java.lang.Object

com.hw.langchain.agents.agent.BaseSingleActionAgent

Direct Known Subclasses:

Agent

public abstract class BaseSingleActionAgent
extends Object

Base Agent class.

Author:

HamaWhite

Constructor Summary

Constructors

Constructor	Description
BaseSingleActionAgent()

Method Summary

Modifier and Type	Method	Description
static BaseSingleActionAgent	fromLLMAndTools(BaseLanguageModel llm, List<BaseTool> tools, Map<String,Object> kwargs)
abstract List<String>	inputKeys()	Return the input keys.
abstract AgentResult	plan(List<org.apache.commons.lang3.tuple.Pair<AgentAction,String>> intermediateSteps, Map<String,Object> kwargs)	Given input, decided what to do.
AgentFinish	returnStoppedResponse(String earlyStoppingMethod, List<org.apache.commons.lang3.tuple.Pair<AgentAction,String>> intermediateSteps, Map<String,?> kwargs)	Return response when agent has been stopped due to max iterations.
List<String>	returnValues()
Map<String,Object>	toolRunLoggingKwargs()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

BaseSingleActionAgent

public BaseSingleActionAgent()

Method Details

inputKeys

public abstract List<String> inputKeys()

Return the input keys.

returnValues

public List<String> returnValues()

plan

public abstract AgentResult plan(List<org.apache.commons.lang3.tuple.Pair<AgentAction,String>> intermediateSteps,
 Map<String,Object> kwargs)

Given input, decided what to do.

Parameters:

intermediateSteps - Steps the LLM has taken to date, along with observations

kwargs - User inputs.

Returns:

Action specifying what tool to use.

fromLLMAndTools

public static BaseSingleActionAgent fromLLMAndTools(BaseLanguageModel llm,
 List<BaseTool> tools,
 Map<String,Object> kwargs)

returnStoppedResponse

public AgentFinish returnStoppedResponse(String earlyStoppingMethod,
 List<org.apache.commons.lang3.tuple.Pair<AgentAction,String>> intermediateSteps,
 Map<String,?> kwargs)

Return response when agent has been stopped due to max iterations.

toolRunLoggingKwargs

public Map<String,Object> toolRunLoggingKwargs()