Initial qiwei secondary development handoff
This commit is contained in:
487
helper/auto_reply_handoff.go
Normal file
487
helper/auto_reply_handoff.go
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@@ -0,0 +1,487 @@
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package main
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import (
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"fmt"
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"strings"
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"time"
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"qiweimanager/config"
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)
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func (e *AutoReplyEngine) handoff(msg autoReplyMessage, reason string, hits []KnowledgeChunk) {
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e.handoffWithTimings(msg, reason, hits, autoReplyTimings{})
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}
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func (e *AutoReplyEngine) handoffWithTimings(msg autoReplyMessage, reason string, hits []KnowledgeChunk, timings autoReplyTimings) {
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if msg.isInternalSender() {
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e.replyInternalNoHandoff(msg, reason, timings)
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return
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}
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if e.shouldHoldUnknownHandoff(msg) {
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e.replyUnknownNoHandoff(msg, reason, timings)
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return
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}
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if isManualHandoffReason(reason) {
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e.customerHandoffWithTimings(msg, reason, hits, timings)
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return
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}
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e.textHandoffWithTimings(msg, reason, reason, hits, timings, "")
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}
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func (e *AutoReplyEngine) textHandoffWithTimings(msg autoReplyMessage, notificationReason string, recordReason string, hits []KnowledgeChunk, timings autoReplyTimings, cardStatus string) {
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if err := e.sendHandoffMessage(msg, notificationReason, hits); err != nil {
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e.setLastErrorWithScope(autoReplyErrorScopeHandoff, "转人工发送失败: "+err.Error())
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e.addRecord(AutoReplyRecord{
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RobotID: msg.RobotID,
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ClientID: msg.ClientID,
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UserID: msg.RobotID,
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ConversationID: msg.ConversationID,
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Source: msg.sourceLabel(),
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FromWxID: msg.FromWxID,
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FromNickName: msg.FromNickName,
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Question: msg.Content,
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Action: "failed",
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Reason: recordReason + "; handoff_failed: " + err.Error(),
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SenderIdentity: msg.SenderIdentity,
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IdentitySource: msg.IdentitySource,
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CardStatus: cardStatus,
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KeywordScore: timings.KeywordScore,
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VectorScore: timings.VectorScore,
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RerankScore: timings.RerankScore,
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RetrievalMode: timings.RetrievalMode,
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UsedKnowledgeSources: strings.Join(timings.UsedKnowledgeSources, ", "),
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KnowledgeDurationMS: timings.KnowledgeDurationMS,
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AIDurationMS: timings.AIDurationMS,
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TotalDurationMS: timings.TotalDurationMS,
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})
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return
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}
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e.markCooldown(msg)
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e.incStatus("handoff")
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score := 0.0
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if len(hits) > 0 {
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score = hits[0].Score
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}
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e.addRecord(AutoReplyRecord{
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RobotID: msg.RobotID,
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ClientID: msg.ClientID,
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UserID: msg.RobotID,
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ConversationID: msg.ConversationID,
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Source: msg.sourceLabel(),
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FromWxID: msg.FromWxID,
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FromNickName: msg.FromNickName,
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Question: msg.Content,
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Action: "handoff",
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Reason: recordReason,
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SenderIdentity: msg.SenderIdentity,
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IdentitySource: msg.IdentitySource,
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CardStatus: cardStatus,
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Score: score,
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KeywordScore: timings.KeywordScore,
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VectorScore: timings.VectorScore,
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RerankScore: timings.RerankScore,
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RetrievalMode: timings.RetrievalMode,
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UsedKnowledgeSources: strings.Join(timings.UsedKnowledgeSources, ", "),
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KnowledgeDurationMS: timings.KnowledgeDurationMS,
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KeywordDurationMS: timings.KeywordDurationMS,
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VectorDurationMS: timings.VectorDurationMS,
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RerankDurationMS: timings.RerankDurationMS,
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AIDurationMS: timings.AIDurationMS,
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TotalDurationMS: timings.TotalDurationMS,
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})
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}
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func (e *AutoReplyEngine) customerHandoffWithTimings(msg autoReplyMessage, reason string, hits []KnowledgeChunk, timings autoReplyTimings) {
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cardResult := e.sendHandoffCards(msg)
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recordReason := reason
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if suffix := cardResult.reasonSuffix(); suffix != "" {
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recordReason += "; " + suffix
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}
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e.textHandoffWithTimings(msg, reason, recordReason, hits, timings, cardResult.summary())
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}
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func (e *AutoReplyEngine) replyUnknownNoHandoff(msg autoReplyMessage, originalReason string, timings autoReplyTimings) {
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cfg := e.getConfig()
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e.startUnknownIdentityLookup(msg, originalReason)
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answer := strings.TrimSpace(cfg.Identity.UnknownNoHandoffReply)
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if answer == "" {
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answer = "正在核验联系人身份，暂不触发转人工。如需协助请直接联系对应同事。"
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}
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reason := "identity_unknown_no_handoff"
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if originalReason != "" {
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reason += "; original_reason: " + originalReason
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}
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e.noteReason("identity_unknown_no_handoff")
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if err := sendAutoReplyText(uint32(msg.ClientID), msg.ConversationID, answer); err != nil {
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e.setLastErrorWithScope(autoReplyErrorScopeIdentity, "未知身份拦截回复失败: "+err.Error())
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e.addRecord(AutoReplyRecord{
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RobotID: msg.RobotID,
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ClientID: msg.ClientID,
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UserID: msg.RobotID,
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ConversationID: msg.ConversationID,
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Source: msg.sourceLabel(),
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FromWxID: msg.FromWxID,
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FromNickName: msg.FromNickName,
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Question: msg.Content,
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Action: "failed",
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Reason: reason + "; send_unknown_no_handoff_failed: " + err.Error(),
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SenderIdentity: msg.SenderIdentity,
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IdentitySource: msg.IdentitySource,
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KeywordScore: timings.KeywordScore,
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VectorScore: timings.VectorScore,
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RerankScore: timings.RerankScore,
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RetrievalMode: timings.RetrievalMode,
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UsedKnowledgeSources: strings.Join(timings.UsedKnowledgeSources, ", "),
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KnowledgeDurationMS: timings.KnowledgeDurationMS,
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KeywordDurationMS: timings.KeywordDurationMS,
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VectorDurationMS: timings.VectorDurationMS,
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RerankDurationMS: timings.RerankDurationMS,
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AIDurationMS: timings.AIDurationMS,
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TotalDurationMS: timings.TotalDurationMS,
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})
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return
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}
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e.rememberAutoSentMessage(uint32(msg.ClientID), msg.ConversationID, answer)
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e.markCooldown(msg)
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e.incStatus("replied")
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e.addRecord(AutoReplyRecord{
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RobotID: msg.RobotID,
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ClientID: msg.ClientID,
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UserID: msg.RobotID,
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ConversationID: msg.ConversationID,
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Source: msg.sourceLabel(),
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FromWxID: msg.FromWxID,
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FromNickName: msg.FromNickName,
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Question: msg.Content,
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Action: "replied",
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Reason: reason,
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Answer: answer,
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SenderIdentity: msg.SenderIdentity,
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IdentitySource: msg.IdentitySource,
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KeywordScore: timings.KeywordScore,
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VectorScore: timings.VectorScore,
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RerankScore: timings.RerankScore,
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RetrievalMode: timings.RetrievalMode,
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UsedKnowledgeSources: strings.Join(timings.UsedKnowledgeSources, ", "),
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KnowledgeDurationMS: timings.KnowledgeDurationMS,
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KeywordDurationMS: timings.KeywordDurationMS,
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VectorDurationMS: timings.VectorDurationMS,
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RerankDurationMS: timings.RerankDurationMS,
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AIDurationMS: timings.AIDurationMS,
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TotalDurationMS: timings.TotalDurationMS,
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})
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}
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func (e *AutoReplyEngine) replyInternalNoHandoff(msg autoReplyMessage, originalReason string, timings autoReplyTimings) {
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cfg := e.getConfig()
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answer := strings.TrimSpace(cfg.Identity.InternalNoHandoffReply)
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if answer == "" {
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answer = "内部员工消息不触发转人工，如需协助请直接联系对应同事。"
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}
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reason := "internal_employee_no_handoff"
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if originalReason != "" {
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reason += "; original_reason: " + originalReason
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}
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e.noteReason("internal_employee_no_handoff")
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if err := sendAutoReplyText(uint32(msg.ClientID), msg.ConversationID, answer); err != nil {
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e.setLastErrorWithScope(autoReplyErrorScopeIdentity, "内部员工拦截回复失败: "+err.Error())
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e.addRecord(AutoReplyRecord{
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RobotID: msg.RobotID,
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ClientID: msg.ClientID,
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UserID: msg.RobotID,
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ConversationID: msg.ConversationID,
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Source: msg.sourceLabel(),
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FromWxID: msg.FromWxID,
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FromNickName: msg.FromNickName,
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Question: msg.Content,
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Action: "failed",
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Reason: reason + "; send_internal_no_handoff_failed: " + err.Error(),
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SenderIdentity: msg.SenderIdentity,
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IdentitySource: msg.IdentitySource,
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KeywordScore: timings.KeywordScore,
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VectorScore: timings.VectorScore,
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RerankScore: timings.RerankScore,
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RetrievalMode: timings.RetrievalMode,
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UsedKnowledgeSources: strings.Join(timings.UsedKnowledgeSources, ", "),
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KnowledgeDurationMS: timings.KnowledgeDurationMS,
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KeywordDurationMS: timings.KeywordDurationMS,
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VectorDurationMS: timings.VectorDurationMS,
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RerankDurationMS: timings.RerankDurationMS,
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AIDurationMS: timings.AIDurationMS,
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TotalDurationMS: timings.TotalDurationMS,
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})
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return
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}
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e.rememberAutoSentMessage(uint32(msg.ClientID), msg.ConversationID, answer)
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e.markCooldown(msg)
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e.incStatus("replied")
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e.addRecord(AutoReplyRecord{
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RobotID: msg.RobotID,
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ClientID: msg.ClientID,
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UserID: msg.RobotID,
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ConversationID: msg.ConversationID,
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Source: msg.sourceLabel(),
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FromWxID: msg.FromWxID,
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FromNickName: msg.FromNickName,
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Question: msg.Content,
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Action: "replied",
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Reason: reason,
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Answer: answer,
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SenderIdentity: msg.SenderIdentity,
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IdentitySource: msg.IdentitySource,
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KeywordScore: timings.KeywordScore,
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VectorScore: timings.VectorScore,
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RerankScore: timings.RerankScore,
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RetrievalMode: timings.RetrievalMode,
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UsedKnowledgeSources: strings.Join(timings.UsedKnowledgeSources, ", "),
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KnowledgeDurationMS: timings.KnowledgeDurationMS,
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KeywordDurationMS: timings.KeywordDurationMS,
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VectorDurationMS: timings.VectorDurationMS,
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RerankDurationMS: timings.RerankDurationMS,
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AIDurationMS: timings.AIDurationMS,
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TotalDurationMS: timings.TotalDurationMS,
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})
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}
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func (e *AutoReplyEngine) sendHandoffMessage(msg autoReplyMessage, reason string, hits []KnowledgeChunk) error {
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cfg := e.getConfig()
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conversationID, err := e.resolveHumanConversationID(msg, cfg)
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if err != nil {
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return err
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}
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content := renderHandoffTemplate(cfg.Handoff.MessageTemplate, msg, reason)
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if cfg.Handoff.IncludeKnowledgeHits && len(hits) > 0 {
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content += "\n\n知识库候选："
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for i, hit := range hits {
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if i >= 3 {
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break
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}
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content += fmt.Sprintf("\n%d. %s / score=%.3f", i+1, hit.Source, hit.Score)
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}
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}
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if err := sendAutoReplyText(uint32(msg.ClientID), conversationID, content); err != nil {
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return err
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}
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e.rememberAutoSentMessage(uint32(msg.ClientID), conversationID, content)
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return nil
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}
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type handoffCardResult struct {
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statuses []string
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errors []string
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}
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func (r handoffCardResult) summary() string {
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items := append([]string{}, r.statuses...)
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items = append(items, r.errors...)
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return strings.Join(items, "; ")
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}
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func (r handoffCardResult) reasonSuffix() string {
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return strings.Join(r.errors, "; ")
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}
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func (e *AutoReplyEngine) sendHandoffCards(msg autoReplyMessage) handoffCardResult {
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cfg := e.getConfig()
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result := handoffCardResult{}
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if cfg.Handoff.SendHumanCardToCustomer {
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humanID := e.resolveHumanUserID(msg, cfg)
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if humanID == "" {
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result.errors = append(result.errors, "human_card_missing_user_id")
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e.noteReason("human_card_missing_user_id")
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} else if err := sendAutoReplyCard(uint32(msg.ClientID), msg.ConversationID, humanID); err != nil {
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result.errors = append(result.errors, "human_card_failed: "+err.Error())
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e.noteReason("human_card_failed")
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} else {
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result.statuses = append(result.statuses, "human_card_sent")
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e.noteReason("human_card_sent")
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if err := e.sendCustomerHandoffNotice(msg, cfg); err != nil {
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result.errors = append(result.errors, "customer_notice_failed: "+err.Error())
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e.noteReason("customer_notice_failed")
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} else {
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result.statuses = append(result.statuses, "customer_notice_sent")
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e.noteReason("customer_notice_sent")
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}
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}
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}
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if cfg.Handoff.SendCustomerCardToHuman {
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conversationID, err := e.resolveHumanConversationID(msg, cfg)
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switch {
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case err != nil:
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result.errors = append(result.errors, "customer_card_failed: "+err.Error())
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e.noteReason("customer_card_failed")
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case strings.TrimSpace(msg.FromWxID) == "":
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result.errors = append(result.errors, "customer_card_failed: 缺少客户user_id")
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e.noteReason("customer_card_failed")
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default:
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if err := sendAutoReplyCard(uint32(msg.ClientID), conversationID, msg.FromWxID); err != nil {
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result.errors = append(result.errors, "customer_card_failed: "+err.Error())
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e.noteReason("customer_card_failed")
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} else {
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result.statuses = append(result.statuses, "customer_card_sent")
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e.noteReason("customer_card_sent")
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}
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}
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}
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return result
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}
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func (e *AutoReplyEngine) sendCustomerHandoffNotice(msg autoReplyMessage, cfg config.AutoReplyConfig) error {
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notice := strings.TrimSpace(cfg.Handoff.CustomerHandoffNotice)
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if notice == "" {
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notice = config.NewDefaultAutoReplyConfig().Handoff.CustomerHandoffNotice
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}
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if err := sendAutoReplyText(uint32(msg.ClientID), msg.ConversationID, notice); err != nil {
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return err
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}
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e.rememberAutoSentMessage(uint32(msg.ClientID), msg.ConversationID, notice)
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return nil
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}
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func isManualHandoffReason(reason string) bool {
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return strings.HasPrefix(strings.TrimSpace(reason), "manual_keyword:")
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}
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func (e *AutoReplyEngine) shouldSendHandoffCards(_ autoReplyMessage, reason string) bool {
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return isManualHandoffReason(reason)
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}
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func (e *AutoReplyEngine) resolveHumanConversationID(msg autoReplyMessage, cfg config.AutoReplyConfig) (string, error) {
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conversationID := strings.TrimSpace(cfg.Handoff.HumanConversationID)
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if conversationID != "" {
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return conversationID, nil
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}
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humanID := e.resolveHumanUserID(msg, cfg)
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if humanID == "" {
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return "", fmt.Errorf("未配置人工接管同事")
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}
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robotID := msg.RobotID
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if robotID == "" {
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clientIdMutex.Lock()
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robotID = globalClientMap[uint32(msg.ClientID)]
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clientIdMutex.Unlock()
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}
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if robotID == "" || strings.HasPrefix(robotID, "client:") {
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return "", fmt.Errorf("无法推导人工私信会话，缺少当前接管账号ID")
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}
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return fmt.Sprintf("S:%s_%s", robotID, humanID), nil
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}
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func (e *AutoReplyEngine) resolveHumanUserID(msg autoReplyMessage, cfg config.AutoReplyConfig) string {
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if humanID := strings.TrimSpace(cfg.Handoff.HumanUserID); humanID != "" {
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return humanID
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}
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return extractPeerIDFromConversation(cfg.Handoff.HumanConversationID, msg.RobotID)
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}
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func (m autoReplyMessage) isInternalSender() bool {
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return m.SenderIdentity == senderIdentityInternal
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}
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func (e *AutoReplyEngine) testHandoff() error {
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msg := autoReplyMessage{
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ClientID: int32(GetGlobalClientId()),
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RobotID: globalClientMap[GetGlobalClientId()],
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ConversationID: "test",
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FromWxID: "test-customer",
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FromNickName: "测试客户",
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Content: "这是一条自动客服转人工测试消息。",
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}
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if msg.ClientID == 0 {
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for clientID, userID := range globalClientMap {
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msg.ClientID = int32(clientID)
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msg.RobotID = userID
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break
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}
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}
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if msg.ClientID == 0 {
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return fmt.Errorf("没有活跃企微账号，无法测试发送")
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}
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return e.sendHandoffMessage(msg, "test_handoff", nil)
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}
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func renderHandoffTemplate(template string, msg autoReplyMessage, reason string) string {
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if strings.TrimSpace(template) == "" || isLegacyHandoffTemplate(template) {
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template = defaultHandoffTemplate(msg)
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}
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messageTime := strings.TrimSpace(msg.MessageTime)
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if messageTime == "" {
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messageTime = time.Now().Format("2006-01-02 15:04:05")
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}
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groupName := strings.TrimSpace(msg.GroupName)
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if groupName == "" && msg.IsGroup {
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groupName = msg.ConversationID
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}
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replacements := map[string]string{
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"{{customerName}}": fallbackString(msg.FromNickName, "未知客户"),
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"{{fromWxId}}": msg.FromWxID,
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"{{source}}": msg.sourceDisplayLabel(),
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"{{sourceLabel}}": msg.sourceDisplayLabel(),
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"{{conversationId}}": msg.ConversationID,
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"{{groupName}}": groupName,
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"{{question}}": msg.Content,
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"{{reason}}": handoffReasonLabel(reason),
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"{{reasonCode}}": reason,
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"{{messageTime}}": messageTime,
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"{{time}}": messageTime,
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}
|
||||
for key, value := range replacements {
|
||||
template = strings.ReplaceAll(template, key, value)
|
||||
}
|
||||
return template
|
||||
}
|
||||
|
||||
func defaultHandoffTemplate(msg autoReplyMessage) string {
|
||||
if msg.IsGroup {
|
||||
return "群聊问题待处理\n\n群聊：{{groupName}}\n客户：{{customerName}}\n客户ID：{{fromWxId}}\n来源：{{sourceLabel}}\n时间：{{messageTime}}\n问题：{{question}}\n原因：{{reason}}\n会话ID：{{conversationId}}"
|
||||
}
|
||||
return "客户问题待处理\n\n客户：{{customerName}}\n客户ID：{{fromWxId}}\n来源：{{sourceLabel}}\n时间：{{messageTime}}\n问题：{{question}}\n原因：{{reason}}\n会话ID：{{conversationId}}"
|
||||
}
|
||||
|
||||
func isLegacyHandoffTemplate(template string) bool {
|
||||
return strings.Contains(template, "客户问题需要人工处理") &&
|
||||
strings.Contains(template, "{{customerName}}") &&
|
||||
strings.Contains(template, "{{question}}")
|
||||
}
|
||||
|
||||
func handoffReasonLabel(reason string) string {
|
||||
reason = strings.TrimSpace(reason)
|
||||
switch {
|
||||
case reason == "knowledge_low_score":
|
||||
return "知识库未匹配到答案"
|
||||
case reason == "question_too_long":
|
||||
return "问题过长"
|
||||
case reason == "non_text_message":
|
||||
return "非文本消息"
|
||||
case reason == "ai_no_answer":
|
||||
return "AI 无法回答"
|
||||
case strings.HasPrefix(reason, "ai_error:"):
|
||||
lower := strings.ToLower(reason)
|
||||
if strings.Contains(lower, "deadline exceeded") || strings.Contains(lower, "timeout") || strings.Contains(lower, "timed out") {
|
||||
return "AI 请求超时"
|
||||
}
|
||||
return "AI 请求失败"
|
||||
case strings.HasPrefix(reason, "send_reply_failed:"):
|
||||
return "自动回复发送失败"
|
||||
case strings.HasPrefix(reason, "send_greeting_failed:"):
|
||||
return "问候回复发送失败"
|
||||
case strings.HasPrefix(reason, "manual_keyword:"):
|
||||
keyword := strings.TrimSpace(strings.TrimPrefix(reason, "manual_keyword:"))
|
||||
if keyword == "" {
|
||||
return "命中敏感关键词"
|
||||
}
|
||||
return "命中敏感关键词：" + keyword
|
||||
default:
|
||||
if reason == "" {
|
||||
return "未知原因"
|
||||
}
|
||||
return reason
|
||||
}
|
||||
}
|
||||
|
||||
func fallbackString(value string, fallback string) string {
|
||||
if strings.TrimSpace(value) == "" {
|
||||
return fallback
|
||||
}
|
||||
return value
|
||||
}
|
||||
Reference in New Issue
Block a user