接口的使用
io.agentscope.core.agent.Agent

使用Agent的程序包

程序包	说明
io.agentscope.core
io.agentscope.core.agent
io.agentscope.core.agent.user
io.agentscope.core.hook
io.agentscope.core.middleware
io.agentscope.core.rag
io.agentscope.core.shutdown
io.agentscope.core.skill
io.agentscope.core.tool
io.agentscope.core.tool.subagent
io.agentscope.core.tracing

io.agentscope.core中Agent的使用

实现Agent的io.agentscope.core中的类

修饰符和类型	类	说明
class	ReActAgent	ReAct (Reasoning and Acting) Agent implementation.

io.agentscope.core.agent中Agent的使用

实现Agent的io.agentscope.core.agent中的类

修饰符和类型	类	说明
class	AgentBase	Abstract base class for all agents in the AgentScope framework.

参数类型为Agent的io.agentscope.core.agent中的方法

修饰符和类型	方法	说明
static AgentState	RuntimeContext.resolveAgentState(RuntimeContext ctx, Agent fallbackAgent)	Resolves the live AgentState for the current call, preferring the call-scoped state carried on ctx (concurrency-safe) and falling back to fallbackAgent's state only when the context carries none.

io.agentscope.core.agent.user中Agent的使用

实现Agent的io.agentscope.core.agent.user中的类

修饰符和类型	类	说明
class	UserAgent	已过时, 待删除: 此 API 元素将从以后的版本中删除。

io.agentscope.core.hook中Agent的使用

返回Agent的io.agentscope.core.hook中的方法

修饰符和类型	方法	说明
final Agent	HookEvent.getAgent()	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Get the agent instance.

参数类型为Agent的io.agentscope.core.hook中的构造器

限定符	构造器	说明
	ActingChunkEvent(Agent agent, Toolkit toolkit, ToolUseBlock toolUse, ToolResultBlock chunk)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for ActingChunkEvent.
protected	ActingEvent(HookEventType type, Agent agent, Toolkit toolkit, ToolUseBlock toolUse)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for ActingEvent.
	ErrorEvent(Agent agent, Throwable error)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for ErrorEvent.
protected	HookEvent(HookEventType type, Agent agent)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for HookEvent.
	PostActingEvent(Agent agent, Toolkit toolkit, ToolUseBlock toolUse, ToolResultBlock toolResult)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PostActingEvent.
	PostCallEvent(Agent agent, Msg finalMessage)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PostCallEvent.
	PostReasoningEvent(Agent agent, String modelName, GenerateOptions generateOptions, Msg reasoningMessage)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PostReasoningEvent.
	PostSummaryEvent(Agent agent, String modelName, GenerateOptions generateOptions, Msg summaryMessage)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PostSummaryEvent.
	PreActingEvent(Agent agent, Toolkit toolkit, ToolUseBlock toolUse)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PreActingEvent.
	PreCallEvent(Agent agent, List<Msg> inputMessages)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PreCallEvent.
	PreReasoningEvent(Agent agent, String modelName, GenerateOptions generateOptions, List<Msg> inputMessages)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PreReasoningEvent.
	PreSummaryEvent(Agent agent, String modelName, GenerateOptions generateOptions, List<Msg> inputMessages, int maxIterations, int currentIteration)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for PreSummaryEvent.
	ReasoningChunkEvent(Agent agent, String modelName, GenerateOptions generateOptions, Msg incrementalChunk, Msg accumulated)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for ReasoningChunkEvent.
protected	ReasoningEvent(HookEventType type, Agent agent, String modelName, GenerateOptions generateOptions)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for ReasoningEvent.
	SummaryChunkEvent(Agent agent, String modelName, GenerateOptions generateOptions, Msg incrementalChunk, Msg accumulated)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for SummaryChunkEvent.
protected	SummaryEvent(HookEventType type, Agent agent, String modelName, GenerateOptions generateOptions)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Constructor for SummaryEvent.

io.agentscope.core.middleware中Agent的使用

参数类型为Agent的io.agentscope.core.middleware中的方法

修饰符和类型	方法	说明
reactor.core.publisher.Flux<AgentEvent>	MiddlewareChain.MiddlewareMethod.apply(MiddlewareBase mw, Agent agent, RuntimeContext ctx, I input, Function<I,reactor.core.publisher.Flux<AgentEvent>> next)
static <I> Function<I,reactor.core.publisher.Flux<AgentEvent>>	MiddlewareChain.build(List<? extends MiddlewareBase> middlewares, Agent agent, RuntimeContext ctx, MiddlewareChain.MiddlewareMethod<I> method, Function<I,reactor.core.publisher.Flux<AgentEvent>> core)	Build a middleware chain that produces Flux<AgentEvent>.
default reactor.core.publisher.Flux<AgentEvent>	MiddlewareBase.onActing(Agent agent, RuntimeContext ctx, ActingInput input, Function<ActingInput,reactor.core.publisher.Flux<AgentEvent>> next)	Intercept the tool-call execution phase.
default reactor.core.publisher.Flux<AgentEvent>	MiddlewareBase.onAgent(Agent agent, RuntimeContext ctx, AgentInput input, Function<AgentInput,reactor.core.publisher.Flux<AgentEvent>> next)	Intercept the entire agent invocation.
default reactor.core.publisher.Flux<AgentEvent>	MiddlewareBase.onModelCall(Agent agent, RuntimeContext ctx, ModelCallInput input, Function<ModelCallInput,reactor.core.publisher.Flux<AgentEvent>> next)	Intercept the raw model API call.
default reactor.core.publisher.Flux<AgentEvent>	MiddlewareBase.onReasoning(Agent agent, RuntimeContext ctx, ReasoningInput input, Function<ReasoningInput,reactor.core.publisher.Flux<AgentEvent>> next)	Intercept the reasoning phase (LLM call + streaming output parsing).
reactor.core.publisher.Flux<AgentEvent>	TaskReminderMiddleware.onReasoning(Agent agent, RuntimeContext ctx, ReasoningInput input, Function<ReasoningInput,reactor.core.publisher.Flux<AgentEvent>> next)
default reactor.core.publisher.Mono<String>	MiddlewareBase.onSystemPrompt(Agent agent, RuntimeContext ctx, String currentPrompt)	Transform the system prompt string (pipeline pattern).
reactor.core.publisher.Mono<String>	TaskReminderMiddleware.onSystemPrompt(Agent agent, RuntimeContext ctx, String currentPrompt)

io.agentscope.core.rag中Agent的使用

参数类型为Agent的io.agentscope.core.rag中的方法

修饰符和类型	方法	说明
String	KnowledgeRetrievalTools.retrieveKnowledge(String query, Integer limit, Agent agent, RuntimeContext ctx)	已过时, 待删除: 此 API 元素将从以后的版本中删除。 Retrieves relevant documents from the knowledge base.

io.agentscope.core.shutdown中Agent的使用

参数类型为Agent的io.agentscope.core.shutdown中的方法

修饰符和类型	方法	说明
void	GracefulShutdownManager.bindStateSaver(Agent agent, ShutdownStateSaver saver)	Register a ShutdownStateSaver for the given agent.
boolean	GracefulShutdownManager.checkAndClearShutdownInterrupted(Agent agent)	Check whether the agent was previously interrupted by shutdown, and clear the flag.
reactor.core.publisher.Flux<AgentEvent>	GracefulShutdownMiddleware.onActing(Agent agent, RuntimeContext ctx, ActingInput input, Function<ActingInput,reactor.core.publisher.Flux<AgentEvent>> next)
reactor.core.publisher.Flux<AgentEvent>	GracefulShutdownMiddleware.onReasoning(Agent agent, RuntimeContext ctx, ReasoningInput input, Function<ReasoningInput,reactor.core.publisher.Flux<AgentEvent>> next)
String	GracefulShutdownManager.registerRequest(Agent agent)

io.agentscope.core.skill中Agent的使用

参数类型为Agent的io.agentscope.core.skill中的方法

修饰符和类型	方法	说明
reactor.core.publisher.Mono<String>	DynamicSkillMiddleware.onSystemPrompt(Agent agent, RuntimeContext ctx, String currentPrompt)

io.agentscope.core.tool中Agent的使用

返回Agent的io.agentscope.core.tool中的方法

修饰符和类型	方法	说明
Agent	ToolCallParam.getAgent()	Gets the agent making the call.

参数类型为Agent的io.agentscope.core.tool中的方法

修饰符和类型	方法	说明
ToolCallParam.Builder	ToolCallParam.Builder.agent(Agent agent)	Sets the calling agent.
reactor.core.publisher.Mono<List<ToolResultBlock>>	Toolkit.callTools(List<ToolUseBlock> toolCalls, ExecutionConfig agentExecutionConfig, Agent agent, RuntimeContext agentRuntimeContext)	Execute multiple tools asynchronously with agent-level context (internal use by ReActAgent).

io.agentscope.core.tool.subagent中Agent的使用

类型参数类型为Agent的io.agentscope.core.tool.subagent中的类

修饰符和类型	接口	说明
interface	SubAgentProvider<T extends Agent>	Factory interface for creating agent instances.

io.agentscope.core.tracing中Agent的使用

参数类型为Agent的io.agentscope.core.tracing中的方法

修饰符和类型	方法	说明
reactor.core.publisher.Flux<AgentEvent>	OtelTracingMiddleware.onActing(Agent agent, RuntimeContext ctx, ActingInput input, Function<ActingInput,reactor.core.publisher.Flux<AgentEvent>> next)
reactor.core.publisher.Flux<AgentEvent>	OtelTracingMiddleware.onAgent(Agent agent, RuntimeContext ctx, AgentInput input, Function<AgentInput,reactor.core.publisher.Flux<AgentEvent>> next)
reactor.core.publisher.Flux<AgentEvent>	OtelTracingMiddleware.onModelCall(Agent agent, RuntimeContext ctx, ModelCallInput input, Function<ModelCallInput,reactor.core.publisher.Flux<AgentEvent>> next)