222 lines
9.4 KiB
Java
222 lines
9.4 KiB
Java
package com.bruce.agent;
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import com.bruce.agent.dto.request.AgentChatRequest;
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import com.bruce.agent.dto.request.AgentDefinitionSaveRequest;
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import com.bruce.agent.dto.response.AgentChatResponse;
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import com.bruce.agent.entity.AgentDefinition;
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import com.bruce.agent.service.impl.AgentDefinitionServiceImpl;
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import com.bruce.modelprovider.entity.ModelCallLog;
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import com.bruce.modelprovider.entity.RagStoreModelConfig;
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import com.bruce.modelprovider.gateway.ChatRequest;
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import com.bruce.modelprovider.gateway.ChatResult;
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import com.bruce.modelprovider.gateway.EmbeddingRequest;
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import com.bruce.modelprovider.gateway.EmbeddingResult;
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import com.bruce.modelprovider.service.IRagStoreModelConfigService;
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import com.bruce.rag.dto.response.RagChunkRecallResponse;
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import com.bruce.rag.entity.RagStore;
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import com.bruce.rag.mapper.RagChunkEmbeddingMapper;
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import com.bruce.rag.service.IRagStoreService;
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import com.bruce.modelprovider.gateway.ChatModelGateway;
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import com.bruce.modelprovider.gateway.EmbeddingModelGateway;
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import org.junit.jupiter.api.Test;
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import org.junit.jupiter.api.extension.ExtendWith;
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import org.mockito.ArgumentCaptor;
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import org.mockito.InjectMocks;
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import org.mockito.Mock;
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import org.mockito.Spy;
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import org.mockito.junit.jupiter.MockitoExtension;
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import java.util.List;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import static org.junit.jupiter.api.Assertions.assertThrows;
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import static org.junit.jupiter.api.Assertions.assertTrue;
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import static org.mockito.ArgumentMatchers.any;
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import static org.mockito.ArgumentMatchers.anyInt;
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import static org.mockito.ArgumentMatchers.anyLong;
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import static org.mockito.ArgumentMatchers.anyString;
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import static org.mockito.Mockito.doReturn;
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import static org.mockito.Mockito.never;
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import static org.mockito.Mockito.verify;
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import static org.mockito.Mockito.when;
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@ExtendWith(MockitoExtension.class)
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class AgentDefinitionServiceImplTests {
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@Spy
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@InjectMocks
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private AgentDefinitionServiceImpl agentDefinitionService;
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@Mock
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private IRagStoreService ragStoreService;
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@Mock
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private IRagStoreModelConfigService ragStoreModelConfigService;
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@Mock
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private RagChunkEmbeddingMapper ragChunkEmbeddingMapper;
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@Mock
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private EmbeddingModelGateway embeddingModelGateway;
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@Mock
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private ChatModelGateway chatModelGateway;
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@Test
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void saveOrUpdateShouldValidateBoundStoreExists() {
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AgentDefinitionSaveRequest request = new AgentDefinitionSaveRequest();
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request.setAgentCode("A_1");
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request.setAgentName("Agent 1");
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request.setStoreId(1001L);
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when(ragStoreService.getById(1001L)).thenReturn(null);
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IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () -> agentDefinitionService.saveOrUpdate(request));
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assertTrue(exception.getMessage().contains("绑定知识库不存在"));
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}
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@Test
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void chatShouldRejectDisabledAgent() {
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AgentDefinition agent = new AgentDefinition();
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agent.setId(1001L);
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agent.setStoreId(2001L);
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agent.setStatus("DISABLED");
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doReturn(agent).when(agentDefinitionService).getById(1001L);
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AgentChatRequest request = new AgentChatRequest();
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AgentChatRequest.AgentMessage message = new AgentChatRequest.AgentMessage();
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message.setRole("user");
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message.setContent("你好");
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request.setMessages(List.of(message));
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IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () -> agentDefinitionService.chat(1001L, request));
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assertTrue(exception.getMessage().contains("停用"));
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}
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@Test
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void chatShouldRejectAgentWithoutStore() {
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AgentDefinition agent = new AgentDefinition();
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agent.setId(1001L);
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agent.setStatus("ENABLED");
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agent.setStoreId(null);
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doReturn(agent).when(agentDefinitionService).getById(1001L);
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AgentChatRequest request = new AgentChatRequest();
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AgentChatRequest.AgentMessage message = new AgentChatRequest.AgentMessage();
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message.setRole("user");
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message.setContent("你好");
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request.setMessages(List.of(message));
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IllegalArgumentException exception = assertThrows(IllegalArgumentException.class, () -> agentDefinitionService.chat(1001L, request));
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assertTrue(exception.getMessage().contains("未绑定知识库"));
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}
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@Test
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void chatShouldUseStoreScopedRecallAndReturnAnswer() {
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AgentDefinition agent = new AgentDefinition();
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agent.setId(1001L);
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agent.setAgentCode("AGENT_1");
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agent.setAgentName("知识助手");
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agent.setSystemPrompt("你是企业知识助手");
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agent.setStoreId(2001L);
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agent.setStatus("ENABLED");
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doReturn(agent).when(agentDefinitionService).getById(1001L);
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RagStore store = new RagStore();
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store.setId(2001L);
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store.setStoreName("企业知识库");
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when(ragStoreService.getById(2001L)).thenReturn(store);
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RagStoreModelConfig modelConfig = new RagStoreModelConfig();
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modelConfig.setStoreId(2001L);
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modelConfig.setEmbeddingModelId(3001L);
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modelConfig.setEmbeddingDimension(1024);
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when(ragStoreModelConfigService.getActiveEntity(2001L)).thenReturn(modelConfig);
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EmbeddingResult embeddingResult = new EmbeddingResult();
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embeddingResult.setVectors(List.of(List.of(0.12, 0.34, 0.56)));
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when(embeddingModelGateway.embed(any(EmbeddingRequest.class))).thenReturn(embeddingResult);
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RagChunkRecallResponse recall = new RagChunkRecallResponse();
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recall.setChunkId(4001L);
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recall.setDocumentId(5001L);
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recall.setChunkContent("公司请假流程：先提交审批单。");
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recall.setScore(0.91);
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when(ragChunkEmbeddingMapper.queryTopKByStore(anyLong(), anyString(), anyInt()))
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.thenReturn(List.of(recall));
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ModelCallLog callLog = new ModelCallLog();
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callLog.setRequestId("req_001");
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ChatResult chatResult = new ChatResult();
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chatResult.setContent("根据知识库，先在OA提交请假审批。");
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chatResult.setCallLog(callLog);
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when(chatModelGateway.chat(any(ChatRequest.class))).thenReturn(chatResult);
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AgentChatRequest request = new AgentChatRequest();
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AgentChatRequest.AgentMessage message = new AgentChatRequest.AgentMessage();
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message.setRole("user");
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message.setContent("请假流程是什么？");
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request.setMessages(List.of(message));
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AgentChatResponse response = agentDefinitionService.chat(1001L, request);
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assertEquals(1001L, response.getAgentId());
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assertEquals(2001L, response.getStoreId());
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assertEquals("企业知识库", response.getStoreName());
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assertEquals("根据知识库，先在OA提交请假审批。", response.getAnswer());
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assertEquals("req_001", response.getModelRequestId());
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assertEquals(1, response.getReferences().size());
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assertEquals(4001L, response.getReferences().getFirst().getChunkId());
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ArgumentCaptor<EmbeddingRequest> embeddingRequestCaptor = ArgumentCaptor.forClass(EmbeddingRequest.class);
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verify(embeddingModelGateway).embed(embeddingRequestCaptor.capture());
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EmbeddingRequest embeddingRequest = embeddingRequestCaptor.getValue();
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assertEquals("RAG_QUERY_EMBEDDING", embeddingRequest.getTaskType());
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assertEquals("RAG_STORE", embeddingRequest.getMatchScope());
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assertEquals(2001L, embeddingRequest.getScopeId());
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verify(ragChunkEmbeddingMapper).queryTopKByStore(anyLong(), anyString(), anyInt());
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}
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@Test
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void chatShouldSupportSimpleModeWithoutRagRecall() {
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AgentDefinition agent = new AgentDefinition();
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agent.setId(1001L);
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agent.setAgentCode("AGENT_1");
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agent.setAgentName("知识助手");
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agent.setStoreId(2001L);
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agent.setStatus("ENABLED");
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doReturn(agent).when(agentDefinitionService).getById(1001L);
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RagStore store = new RagStore();
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store.setId(2001L);
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store.setStoreName("企业知识库");
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when(ragStoreService.getById(2001L)).thenReturn(store);
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ModelCallLog callLog = new ModelCallLog();
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callLog.setRequestId("req_simple_001");
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ChatResult chatResult = new ChatResult();
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chatResult.setContent("这是普通对话回答。");
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chatResult.setCallLog(callLog);
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when(chatModelGateway.chat(any(ChatRequest.class))).thenReturn(chatResult);
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AgentChatRequest request = new AgentChatRequest();
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request.setRagEnabled(false);
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AgentChatRequest.AgentMessage message = new AgentChatRequest.AgentMessage();
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message.setRole("user");
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message.setContent("直接聊聊今天安排");
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request.setMessages(List.of(message));
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AgentChatResponse response = agentDefinitionService.chat(1001L, request);
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assertEquals("这是普通对话回答。", response.getAnswer());
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assertTrue(response.getReferences().isEmpty());
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verify(embeddingModelGateway, never()).embed(any(EmbeddingRequest.class));
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verify(ragChunkEmbeddingMapper, never()).queryTopKByStore(anyLong(), anyString(), anyInt());
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ArgumentCaptor<ChatRequest> chatRequestCaptor = ArgumentCaptor.forClass(ChatRequest.class);
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verify(chatModelGateway).chat(chatRequestCaptor.capture());
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assertEquals("CHAT_SIMPLE", chatRequestCaptor.getValue().getTaskType());
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}
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}
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