程序包 com.agentsflex.core.agent.react

类 ReActAgent

java.lang.Object

com.agentsflex.core.agent.react.ReActAgent

所有已实现的接口:

IAgent

public class ReActAgent
extends Object
implements IAgent

ReActAgent 是一个通用的 ReAct 模式 Agent，支持 Reasoning + Action 的交互方式。

字段概要

字段

修饰符和类型	字段	说明
private final ChatModel	chatModel
private ChatOptions	chatOptions
private static final int	DEFAULT_MAX_ITERATIONS
private static final String	DEFAULT_PROMPT_TEMPLATE
private final List<ReActAgentListener>	listeners
private static final org.slf4j.Logger	log
private final MemoryPrompt	memoryPrompt
private ReActMessageBuilder	messageBuilder
static final String	PARENT_AGENT_KEY
private ReActStepParser	reActStepParser
private final ReActAgentState	state
private final List<ToolInterceptor>	toolInterceptors
private final List<Tool>	tools

构造器概要

构造器

构造器	说明
ReActAgent(ChatModel chatModel, List<Tool> tools, ReActAgentState state)
ReActAgent(ChatModel chatModel, List<Tool> tools, String userQuery)
ReActAgent(ChatModel chatModel, List<Tool> tools, String userQuery, MemoryPrompt memoryPrompt)

方法概要

修饰符和类型	方法	说明
void	addListener(ReActAgentListener listener)	注册监听器
void	addToolInterceptor(ToolInterceptor interceptor)
void	execute()	运行 ReAct Agent 流程
private String	extractRequestQuestion(String content)
ChatModel	getChatModel()
ChatOptions	getChatOptions()
List<ReActAgentListener>	getListeners()
MemoryPrompt	getMemoryPrompt()
ReActMessageBuilder	getMessageBuilder()
ReActStepParser	getReActStepParser()
ReActAgentState	getState()
List<ToolInterceptor>	getToolInterceptors()
List<Tool>	getTools()
private boolean	isFinalAnswer(String content)
private boolean	isReActAction(String content)
private boolean	isRequestUserInput(String content)
boolean	isStreamable()
private void	notifyOnActionEnd(ReActStep reActStep, Object result)
private void	notifyOnActionInvokeError(Exception e)
private void	notifyOnActionNotMatched(ReActStep step, List<Tool> tools)
private void	notifyOnActionStart(ReActStep reActStep)
private void	notifyOnChatResponse(AiMessageResponse response)
private void	notifyOnChatResponseStream(StreamContext context, AiMessageResponse response)
private void	notifyOnError(Exception e)
private void	notifyOnFinalAnswer(String finalAnswer)
private void	notifyOnMaxIterationsReached()
private void	notifyOnNonActionResponse(AiMessageResponse response)
private void	notifyOnNonActionResponseStream(StreamContext context)
private void	notifyOnRequestUserInput(String question)
private void	notifyOnStepParseError(String content)
private boolean	processReActSteps(String content)
void	removeListener(ReActAgentListener listener)	移除监听器
void	setChatOptions(ChatOptions chatOptions)
void	setMessageBuilder(ReActMessageBuilder messageBuilder)
void	setReActStepParser(ReActStepParser reActStepParser)
void	setStreamable(boolean streamable)
private void	startNextReactStepNormal()
private void	startNextReActStepStream()

从类继承的方法 java.lang.Object

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

字段详细资料

PARENT_AGENT_KEY

public static final String PARENT_AGENT_KEY

另请参阅:

• 常量字段值

log

private static final org.slf4j.Logger log

DEFAULT_PROMPT_TEMPLATE

private static final String DEFAULT_PROMPT_TEMPLATE

另请参阅:

• 常量字段值

DEFAULT_MAX_ITERATIONS

private static final int DEFAULT_MAX_ITERATIONS

另请参阅:

• 常量字段值

chatModel

private final ChatModel chatModel

tools

private final List<Tool> tools

state

private final ReActAgentState state

reActStepParser

private ReActStepParser reActStepParser

memoryPrompt

private final MemoryPrompt memoryPrompt

chatOptions

private ChatOptions chatOptions

messageBuilder

private ReActMessageBuilder messageBuilder

listeners

private final List<ReActAgentListener> listeners

toolInterceptors

private final List<ToolInterceptor> toolInterceptors

构造器详细资料

ReActAgent

public ReActAgent(ChatModel chatModel,
 List<Tool> tools,
 String userQuery)

ReActAgent

public ReActAgent(ChatModel chatModel,
 List<Tool> tools,
 String userQuery,
 MemoryPrompt memoryPrompt)

ReActAgent

public ReActAgent(ChatModel chatModel,
 List<Tool> tools,
 ReActAgentState state)

方法详细资料

addListener

public void addListener(ReActAgentListener listener)

注册监听器

removeListener

public void removeListener(ReActAgentListener listener)

移除监听器

addToolInterceptor

public void addToolInterceptor(ToolInterceptor interceptor)

getToolInterceptors

public List<ToolInterceptor> getToolInterceptors()

getChatModel

public ChatModel getChatModel()

getTools

public List<Tool> getTools()

getReActStepParser

public ReActStepParser getReActStepParser()

setReActStepParser

public void setReActStepParser(ReActStepParser reActStepParser)

getListeners

public List<ReActAgentListener> getListeners()

isStreamable

public boolean isStreamable()

setStreamable

public void setStreamable(boolean streamable)

getMemoryPrompt

public MemoryPrompt getMemoryPrompt()

getMessageBuilder

public ReActMessageBuilder getMessageBuilder()

setMessageBuilder

public void setMessageBuilder(ReActMessageBuilder messageBuilder)

getChatOptions

public ChatOptions getChatOptions()

setChatOptions

public void setChatOptions(ChatOptions chatOptions)

getState

public ReActAgentState getState()

execute

public void execute()

运行 ReAct Agent 流程

指定者:

execute 在接口中 IAgent

startNextReactStepNormal

private void startNextReactStepNormal()

startNextReActStepStream

private void startNextReActStepStream()

isFinalAnswer

private boolean isFinalAnswer(String content)

isReActAction

private boolean isReActAction(String content)

isRequestUserInput

private boolean isRequestUserInput(String content)

extractRequestQuestion

private String extractRequestQuestion(String content)

processReActSteps

private boolean processReActSteps(String content)

notifyOnChatResponse

private void notifyOnChatResponse(AiMessageResponse response)

notifyOnNonActionResponse

private void notifyOnNonActionResponse(AiMessageResponse response)

notifyOnNonActionResponseStream

private void notifyOnNonActionResponseStream(StreamContext context)

notifyOnChatResponseStream

private void notifyOnChatResponseStream(StreamContext context,
 AiMessageResponse response)

notifyOnFinalAnswer

private void notifyOnFinalAnswer(String finalAnswer)

notifyOnRequestUserInput

private void notifyOnRequestUserInput(String question)

notifyOnActionStart

private void notifyOnActionStart(ReActStep reActStep)

notifyOnActionEnd

private void notifyOnActionEnd(ReActStep reActStep,
 Object result)

notifyOnMaxIterationsReached

private void notifyOnMaxIterationsReached()

notifyOnStepParseError

private void notifyOnStepParseError(String content)

notifyOnActionNotMatched

private void notifyOnActionNotMatched(ReActStep step,
 List<Tool> tools)

notifyOnActionInvokeError

private void notifyOnActionInvokeError(Exception e)

notifyOnError

private void notifyOnError(Exception e)