类class io.agentscope.core.memory.reme 2.x

ReMeLongTermMemory

public class ReMeLongTermMemory implements LongTermMemory

源码Source io/agentscope/core/memory/reme/ReMeLongTermMemory.java:66–306

Re Me Long Term 记忆，在多次调用之间保存和恢复会话与记忆数据。位于 io.agentscope.core.memory.reme 包，实现 LongTermMemory。核心成员包括 record、retrieve、builder。

Long-term memory implementation using ReMe as the store.

This implementation integrates with ReMe, a memory layer for AI applications that provides persistent, searchable memory storage using LLM-powered memory extraction.

Key Features:

LLM-powered memory extraction and inference
Workspace-based memory isolation
Automatic memory summarization from conversation trajectories
Reactive, non-blocking operations

Memory Isolation: Memories are organized by userId (mapped to ReMe's workspace_id), enabling multi-tenant scenarios where different users maintain separate memory contexts.

Usage Example:

`// Create memory instance
ReMeLongTermMemory memory = ReMeLongTermMemory.builder()
.userId("task_workspace")
.apiBaseUrl("http://localhost:8002")
.build();

// Use in ReActAgent
ReActAgent agent = ReActAgent.builder()
.name("Assistant")
.model(model)
.longTermMemory(memory)
.longTermMemoryMode(LongTermMemoryMode.BOTH)
.build();
`

嵌套类摘要Nested Class Summary

类Class	类型Kind	说明Description
`Builder`	类class	ReMeLongTermMemory的构建器。 Builder for ReMeLongTermMemory.

方法摘要Method Summary

方法Method	说明Description
`public Mono<Void> record(List<Msg> msgs)`	设置记录。 Records messages to long-term memory.
`public Mono<String> retrieve(Msg msg)`	按查询检索相关文档。 Retrieves relevant memories based on the input message.
`public static Builder builder()` static	创建新的构建器用于 ReMeLongTermMemory。 Creates a new builder for ReMeLongTermMemory.

方法详情Method Detail

record

public Mono<Void> record(List<Msg> msgs)

设置记录。

Records messages to long-term memory.

参数Parameters

名称Name	类型Type	说明Description
`msgs`	List<Msg>	列出的消息到。List of messages to record

返回Returns Mono<Void>

返回Mono。A Mono that completes when recording is finished

源码Source io/agentscope/core/memory/reme/ReMeLongTermMemory.java:108–168

retrieve

public Mono<String> retrieve(Msg msg)

按查询检索相关文档。

Retrieves relevant memories based on the input message.

参数Parameters

名称Name	类型Type	说明Description
`msg`	Msg	消息到使用 as 搜索查询。The message to use as a search query

返回Returns Mono<String>

返回Mono。A Mono emitting the retrieved memory text (may be empty)

源码Source io/agentscope/core/memory/reme/ReMeLongTermMemory.java:209–244

builder

public static Builder builder()

static

创建新的构建器用于 ReMeLongTermMemory。

Creates a new builder for ReMeLongTermMemory.

返回Returns Builder

一种新的构建器实例。A new builder instance

源码Source io/agentscope/core/memory/reme/ReMeLongTermMemory.java:251–253

嵌套类详情Nested Class Detail

Builder

public static class Builder

ReMeLongTermMemory的构建器。位于 io.agentscope.core.memory.reme 包。核心成员包括 userId、apiBaseUrl、timeout、build。

Builder for ReMeLongTermMemory.