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推进 ActionExtractor: 完善大致逻辑，开始语义-行为缓存相关部分

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slhafzjw
2025-10-15 03:30:39 +08:00
parent 8c43d6594f
commit 2f09c0cd71
9 changed files with 77 additions and 12 deletions
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13
Partner-Main/pom.xml
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@@ -1,7 +1,7 @@
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<parent>
<groupId>work.slhaf</groupId>
@@ -28,6 +28,12 @@
<version>1.10.2</version>
<scope>test</scope>
</dependency>
<!-- https://mvnrepository.com/artifact/org.nd4j/nd4j-api -->
<dependency>
<groupId>org.nd4j</groupId>
<artifactId>nd4j-api</artifactId>
<version>1.0.0-M2.1</version>
</dependency>
</dependencies>
<properties>
@@ -49,7 +55,8 @@
</goals>
<configuration>
<transformers>
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
<transformer
implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
<mainClass>work.slhaf.partner.Main</mainClass>
</transformer>
</transformers>

2
Partner-Main/src/main/java/work/slhaf/partner/core/action/ActionCapability.java
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@@ -18,4 +18,6 @@ public interface ActionCapability {
List<MetaActionInfo> listPendingAction(String userId);
void putPendingActions(String userId, MetaActionInfo metaActionInfo);
List<String> computeActionCache(String input);
}

14
Partner-Main/src/main/java/work/slhaf/partner/core/action/ActionCore.java
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@@ -5,6 +5,7 @@ import lombok.Setter;
import work.slhaf.partner.api.agent.factory.capability.annotation.Capability;
import work.slhaf.partner.api.agent.factory.capability.annotation.CapabilityMethod;
import work.slhaf.partner.core.PartnerCore;
import work.slhaf.partner.core.action.entity.ActionCacheData;
import work.slhaf.partner.core.action.entity.MetaActionInfo;
import java.io.IOException;
@@ -27,6 +28,11 @@ public class ActionCore extends PartnerCore<ActionCore> {
*/
private HashMap<String, List<MetaActionInfo>> pendingActions = new HashMap<>();
/**
* 语义缓存与行为倾向映射
*/
private List<ActionCacheData> actionCache = new ArrayList<>();
//TODO 添加语义缓存，可借由简单向量模型，设想以向量结果为键、行动倾向为值
public ActionCore() throws IOException, ClassNotFoundException {
}
@@ -73,6 +79,14 @@ public class ActionCore extends PartnerCore<ActionCore> {
return pendingActions.get(userId);
}
@CapabilityMethod
public List<String> computeActionCache(String input){
//计算本次输入的向量
//与现有缓存比对，如果存在，则使缓存计数+1
return null;
}
@Override
protected String getCoreKey() {
return "action-core";

18
Partner-Main/src/main/java/work/slhaf/partner/core/action/entity/ActionCacheData.java Normal file
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@@ -0,0 +1,18 @@
package work.slhaf.partner.core.action.entity;
import java.util.ArrayList;
import java.util.List;
import org.nd4j.linalg.api.ndarray.INDArray;
import lombok.Data;
@Data
public class ActionCacheData {
private INDArray inputArray;
private INDArray tendencyArray;
private String tendency;
private int count;
private List<String> activateInputs = new ArrayList<>();
private boolean activated;
}

33
Partner-Main/src/main/java/work/slhaf/partner/module/modules/action/planner/extractor/ActionExtractor.java
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@@ -1,19 +1,48 @@
package work.slhaf.partner.module.modules.action.planner.extractor;
import java.util.List;
import com.alibaba.fastjson2.JSONObject;
import lombok.extern.slf4j.Slf4j;
import work.slhaf.partner.api.agent.factory.capability.annotation.InjectCapability;
import work.slhaf.partner.api.agent.factory.module.annotation.AgentSubModule;
import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.ActivateModel;
import work.slhaf.partner.api.agent.runtime.interaction.flow.abstracts.AgentRunningSubModule;
import work.slhaf.partner.api.chat.constant.ChatConstant;
import work.slhaf.partner.api.chat.pojo.ChatResponse;
import work.slhaf.partner.api.chat.pojo.Message;
import work.slhaf.partner.core.action.ActionCapability;
import work.slhaf.partner.module.modules.action.planner.extractor.entity.ExtractorInput;
import work.slhaf.partner.module.modules.action.planner.extractor.entity.ExtractorResult;
@Slf4j
@AgentSubModule
public class ActionExtractor extends AgentRunningSubModule<ExtractorInput, ExtractorResult> implements ActivateModel {
@InjectCapability
private ActionCapability actionCapability;
@Override
public ExtractorResult execute(ExtractorInput data) {
//TODO 添加语义缓存判断
// TODO 添加语义缓存判断
List<String> tendencyCache = actionCapability.computeActionCache(data.getInput());
if ( tendencyCache == null || !tendencyCache.isEmpty()) {
ExtractorResult result = new ExtractorResult();
return result;
}
return null;
for (int i = 0; i < 3; i++) {
try {
this.chatMessages().add(new Message(ChatConstant.Character.USER, JSONObject.toJSONString(data)));
ChatResponse response = this.chat();
return JSONObject.parseObject(response.getMessage(), ExtractorResult.class);
} catch (Exception e) {
log.error("[ActionExtractor] 提取信息出错", e);
}
}
return new ExtractorResult();
}
@Override

3
Partner-Main/src/main/java/work/slhaf/partner/module/modules/action/planner/extractor/entity/ExtractorResult.java
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@@ -2,9 +2,10 @@ package work.slhaf.partner.module.modules.action.planner.extractor.entity;
import lombok.Data;
import java.util.ArrayList;
import java.util.List;
@Data
public class ExtractorResult {
private List<String> tendencies;
private List<String> tendencies = new ArrayList<>();
}

2
Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/PerceiveUpdater.java
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@@ -32,8 +32,6 @@ import java.util.concurrent.locks.ReentrantLock;
@AgentModule(name = "perceive_updater", order = 7)
public class PerceiveUpdater extends PostRunningModule {
private static volatile PerceiveUpdater perceiveUpdater;
@InjectCapability
private PerceiveCapability perceiveCapability;
@InjectCapability

2
Partner-Main/src/main/java/work/slhaf/partner/module/modules/perceive/updater/static_extractor/StaticMemoryExtractor.java
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@@ -21,8 +21,6 @@ import java.util.HashMap;
@AgentSubModule
public class StaticMemoryExtractor extends AgentRunningSubModule<PartnerRunningFlowContext, HashMap<String, String>> implements ActivateModel {
private static volatile StaticMemoryExtractor staticMemoryExtractor;
@InjectCapability
private CognationCapability cognationCapability;
@InjectCapability

2
Partner-Main/src/main/java/work/slhaf/partner/module/modules/process/PreprocessExecutor.java
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@@ -22,8 +22,6 @@ import java.util.HashMap;
@AgentModule(name = "preprocess_executor", order = 1)
public class PreprocessExecutor extends PreRunningModule {
private static volatile PreprocessExecutor preprocessExecutor;
@InjectCapability
private CognationCapability cognationCapability;
@InjectCapability