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@@ -145,7 +145,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
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}
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// 1. 优先尝试从数据库获取保存的最后一轮ReAct输入和输出
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reactInputJSON, modelOutput, err := b.db.GetReActData(conversationID)
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reactInputJSON, modelOutput, err := b.db.GetAgentTrace(conversationID)
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if err != nil {
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b.logger.Warn("获取保存的ReAct数据失败,将使用消息历史构建", zap.Error(err))
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// 继续使用原来的逻辑
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@@ -170,7 +170,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
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messageCount = len(tempMessages)
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}
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dataSource = "database_last_react_input"
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dataSource = "database_last_agent_trace"
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b.logger.Info("使用保存的ReAct数据构建攻击链",
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zap.String("conversationId", conversationID),
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zap.String("dataSource", dataSource),
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@@ -183,7 +183,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
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// userInput = b.extractUserInputFromReActInput(reactInputJSON)
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// 将JSON格式的messages转换为可读格式
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reactInputFinal = b.formatReActInputFromJSON(reactInputJSON)
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reactInputFinal = b.formatAgentTraceInputFromJSON(reactInputJSON)
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} else {
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// 2. 如果没有保存的ReAct数据,从对话消息构建
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dataSource = "messages_table"
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@@ -201,7 +201,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
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}
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// 提取最后一轮ReAct的输入(历史消息+当前用户输入)
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reactInputFinal = b.buildReActInput(messages)
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reactInputFinal = b.buildAgentTraceInput(messages)
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// 提取大模型最后的输出(最后一条assistant消息)
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for i := len(messages) - 1; i >= 0; i-- {
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@@ -212,7 +212,7 @@ func (b *Builder) BuildChainFromConversation(ctx context.Context, conversationID
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}
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}
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// 多代理:保存的 last_react_input 可能仅为首轮用户消息,不含工具轨迹;补充最后一轮助手的过程详情(与单代理「最后一轮 ReAct」对齐)
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// 多代理:保存的轨迹列可能仅为首轮用户消息,不含工具轨迹;补充最后一轮助手的过程详情(与单代理完整轨迹对齐)
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hasMCPOnAssistant := false
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var lastAssistantID string
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for i := len(messages) - 1; i >= 0; i-- {
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@@ -366,8 +366,8 @@ func (b *Builder) formatProcessDetailsForAttackChain(details []database.ProcessD
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return strings.TrimSpace(sb.String())
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}
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// buildReActInput 构建最后一轮ReAct的输入(历史消息+当前用户输入)
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func (b *Builder) buildReActInput(messages []database.Message) string {
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// buildAgentTraceInput 构建最后一轮ReAct的输入(历史消息+当前用户输入)
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func (b *Builder) buildAgentTraceInput(messages []database.Message) string {
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var builder strings.Builder
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for _, msg := range messages {
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builder.WriteString(fmt.Sprintf("[%s]: %s\n\n", msg.Role, msg.Content))
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@@ -396,8 +396,8 @@ func (b *Builder) buildReActInput(messages []database.Message) string {
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// return ""
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// }
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// formatReActInputFromJSON 将JSON格式的messages数组转换为可读的字符串格式
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func (b *Builder) formatReActInputFromJSON(reactInputJSON string) string {
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// formatAgentTraceInputFromJSON 将JSON格式的messages数组转换为可读的字符串格式
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func (b *Builder) formatAgentTraceInputFromJSON(reactInputJSON string) string {
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var messages []map[string]interface{}
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if err := json.Unmarshal([]byte(reactInputJSON), &messages); err != nil {
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b.logger.Warn("解析ReAct输入JSON失败", zap.Error(err))
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