xyflow change to flowgraam
This commit is contained in:
mlogclub
@@ -423,120 +423,132 @@ func (s *aiWorkflowService) createDefaultAgentWorkflow(db *gorm.DB, agent *model
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func defaultAgentWorkflowDefinition() dsl.Definition {
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return dsl.Definition{
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SchemaVersion: 1,
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EntryNodeID: "start_1",
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SchemaVersion: dsl.SchemaVersion,
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Nodes: []dsl.Node{
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{ID: "start_1", Type: workflowregistry.NodeTypeStart, Name: "开始", Position: dsl.Position{X: 0, Y: 520}},
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{ID: "understanding_1", Type: workflowregistry.NodeTypeConversationUnderstanding, Name: "会话理解", Position: dsl.Position{X: 320, Y: 520}, Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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}},
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{ID: "policy_1", Type: workflowregistry.NodeTypeReplyPolicy, Name: "回复策略", Position: dsl.Position{X: 640, Y: 520}, Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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"messageIntent": {NodeID: "understanding_1", Field: "messageIntent"},
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"answerScope": {NodeID: "understanding_1", Field: "answerScope"},
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"riskSignals": {NodeID: "understanding_1", Field: "riskSignals"},
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}},
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{ID: "policy_route_1", Type: workflowregistry.NodeTypeCondition, Name: "策略分流", Position: dsl.Position{X: 960, Y: 520}, Config: mustMarshalWorkflowConfig(dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
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{ID: "direct", Name: "直接回复", TargetNodeID: "policy_reply_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "policy_1", Field: "action"}, Operator: "eq", Right: "direct_reply"}},
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{ID: "clarify", Name: "追问澄清", TargetNodeID: "policy_reply_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "policy_1", Field: "action"}, Operator: "eq", Right: "clarify"}},
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{ID: "end_conversation", Name: "结束语", TargetNodeID: "policy_reply_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "policy_1", Field: "action"}, Operator: "eq", Right: "end_conversation"}},
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{ID: "handoff", Name: "转人工", TargetNodeID: "handoff_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "policy_1", Field: "action"}, Operator: "eq", Right: "handoff_to_human"}},
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{ID: "ticket", Name: "创建工单", TargetNodeID: "draft_ticket_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "policy_1", Field: "action"}, Operator: "eq", Right: "prepare_ticket"}},
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{ID: "knowledge", Name: "知识库回复", TargetNodeID: "retrieve_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "policy_1", Field: "action"}, Operator: "eq", Right: "retrieve_knowledge"}},
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workflowNode("start_1", workflowregistry.NodeTypeStart, "开始", 0, 520, nil, nil),
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workflowNode("understanding_1", workflowregistry.NodeTypeConversationUnderstanding, "会话理解", 320, 520, workflowInputs("userMessage", "start_1", "userMessage"), nil),
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workflowNode("policy_1", workflowregistry.NodeTypeReplyPolicy, "回复策略", 640, 520, map[string]dsl.Value{
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"userMessage": dsl.RefValue("start_1", "userMessage"),
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"messageIntent": dsl.RefValue("understanding_1", "messageIntent"),
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"answerScope": dsl.RefValue("understanding_1", "answerScope"),
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"riskSignals": dsl.RefValue("understanding_1", "riskSignals"),
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}, nil),
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workflowNode("policy_route_1", workflowregistry.NodeTypeCondition, "策略分流", 960, 520, nil, dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
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workflowConditionBranch("direct", "直接回复", "policy_reply_1", "policy_1", "action", "eq", "direct_reply"),
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workflowConditionBranch("clarify", "追问澄清", "policy_reply_1", "policy_1", "action", "eq", "clarify"),
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workflowConditionBranch("end_conversation", "结束语", "policy_reply_1", "policy_1", "action", "eq", "end_conversation"),
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workflowConditionBranch("handoff", "转人工", "handoff_1", "policy_1", "action", "eq", "handoff_to_human"),
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workflowConditionBranch("ticket", "创建工单", "draft_ticket_1", "policy_1", "action", "eq", "prepare_ticket"),
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workflowConditionBranch("knowledge", "知识库回复", "retrieve_1", "policy_1", "action", "eq", "retrieve_knowledge"),
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{ID: "default", Name: "默认澄清", TargetNodeID: "policy_reply_1", Default: true},
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}})},
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{ID: "policy_reply_1", Type: workflowregistry.NodeTypeSendReply, Name: "发送策略回复", Position: dsl.Position{X: 1280, Y: 0}, Inputs: map[string]dsl.VariableSelector{
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"replyText": {NodeID: "policy_1", Field: "replyText"},
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}},
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{ID: "handoff_1", Type: workflowregistry.NodeTypeHandoffToHuman, Name: "转人工", Position: dsl.Position{X: 1280, Y: 220}, Inputs: map[string]dsl.VariableSelector{
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"reason": {NodeID: "start_1", Field: "userMessage"},
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}},
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{ID: "handoff_end_1", Type: workflowregistry.NodeTypeEnd, Name: "结束", Position: dsl.Position{X: 1600, Y: 220}},
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{ID: "draft_ticket_1", Type: workflowregistry.NodeTypePrepareTicketDraft, Name: "整理工单草稿", Position: dsl.Position{X: 1280, Y: 440}, Inputs: map[string]dsl.VariableSelector{
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"issue": {NodeID: "start_1", Field: "userMessage"},
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}},
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{ID: "ticket_confirm_prompt_1", Type: workflowregistry.NodeTypeLLMReply, Name: "建单确认文案", Position: dsl.Position{X: 1600, Y: 440}, Config: json.RawMessage(`{"staticReply":"我已整理工单草稿。请回复“确认”创建工单，或回复“取消”放弃。"}`), Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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}},
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{ID: "ticket_confirm_1", Type: workflowregistry.NodeTypeHumanConfirm, Name: "确认建单", Position: dsl.Position{X: 1920, Y: 440}, Inputs: map[string]dsl.VariableSelector{
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"prompt": {NodeID: "ticket_confirm_prompt_1", Field: "replyText"},
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}},
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{ID: "ticket_confirm_route_1", Type: workflowregistry.NodeTypeCondition, Name: "建单确认分流", Position: dsl.Position{X: 2240, Y: 440}, Config: mustMarshalWorkflowConfig(dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
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{ID: "confirmed", Name: "已确认", TargetNodeID: "create_ticket_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "ticket_confirm_1", Field: "confirmed"}, Operator: "is_true"}},
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}}),
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workflowNode("policy_reply_1", workflowregistry.NodeTypeSendReply, "发送策略回复", 1280, 0, workflowInputs("replyText", "policy_1", "replyText"), nil),
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workflowNode("handoff_1", workflowregistry.NodeTypeHandoffToHuman, "转人工", 1280, 220, workflowInputs("reason", "start_1", "userMessage"), nil),
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workflowNode("handoff_end_1", workflowregistry.NodeTypeEnd, "结束", 1600, 220, nil, nil),
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workflowNode("draft_ticket_1", workflowregistry.NodeTypePrepareTicketDraft, "整理工单草稿", 1280, 440, workflowInputs("issue", "start_1", "userMessage"), nil),
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workflowNode("ticket_confirm_prompt_1", workflowregistry.NodeTypeLLMReply, "建单确认文案", 1600, 440, workflowInputs("userMessage", "start_1", "userMessage"), map[string]any{"staticReply": "我已整理工单草稿。请回复“确认”创建工单，或回复“取消”放弃。"}),
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workflowNode("ticket_confirm_1", workflowregistry.NodeTypeHumanConfirm, "确认建单", 1920, 440, workflowInputs("prompt", "ticket_confirm_prompt_1", "replyText"), nil),
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workflowNode("ticket_confirm_route_1", workflowregistry.NodeTypeCondition, "建单确认分流", 2240, 440, nil, dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
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workflowConditionBranch("confirmed", "已确认", "create_ticket_1", "ticket_confirm_1", "confirmed", "is_true", nil),
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{ID: "default", Name: "取消或未确认", TargetNodeID: "ticket_cancel_reply_1", Default: true},
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}})},
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{ID: "create_ticket_1", Type: workflowregistry.NodeTypeCreateTicket, Name: "创建工单", Position: dsl.Position{X: 2560, Y: 320}, Inputs: map[string]dsl.VariableSelector{
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"ticketDraft": {NodeID: "draft_ticket_1", Field: "ticketDraft"},
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"confirmed": {NodeID: "ticket_confirm_1", Field: "confirmed"},
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}},
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{ID: "ticket_result_reply_1", Type: workflowregistry.NodeTypeSendReply, Name: "发送建单结果", Position: dsl.Position{X: 2880, Y: 320}, Inputs: map[string]dsl.VariableSelector{
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"replyText": {NodeID: "create_ticket_1", Field: "message"},
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}},
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{ID: "ticket_cancel_reply_1", Type: workflowregistry.NodeTypeLLMReply, Name: "取消建单提示", Position: dsl.Position{X: 2560, Y: 560}, Config: json.RawMessage(`{"staticReply":"已取消创建工单。你可以继续补充问题，我会继续帮你处理。"}`), Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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}},
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{ID: "send_ticket_cancel_1", Type: workflowregistry.NodeTypeSendReply, Name: "发送取消提示", Position: dsl.Position{X: 2880, Y: 560}, Inputs: map[string]dsl.VariableSelector{
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"replyText": {NodeID: "ticket_cancel_reply_1", Field: "replyText"},
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}},
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{ID: "retrieve_1", Type: workflowregistry.NodeTypeKnowledgeRetrieve, Name: "知识检索", Position: dsl.Position{X: 1280, Y: 860}, Inputs: map[string]dsl.VariableSelector{
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"query": {NodeID: "start_1", Field: "userMessage"},
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}},
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{ID: "answerability_1", Type: workflowregistry.NodeTypeAnswerabilityGate, Name: "可回答判断", Position: dsl.Position{X: 1600, Y: 860}, Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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"knowledgeItems": {NodeID: "retrieve_1", Field: "items"},
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}},
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{ID: "answerability_route_1", Type: workflowregistry.NodeTypeCondition, Name: "可回答分流", Position: dsl.Position{X: 1920, Y: 860}, Config: mustMarshalWorkflowConfig(dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
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{ID: "answerable", Name: "可以回答", TargetNodeID: "reply_1", Condition: &dsl.Condition{Left: &dsl.VariableSelector{NodeID: "answerability_1", Field: "answerability"}, Operator: "eq", Right: "answerable"}},
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}}),
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workflowNode("create_ticket_1", workflowregistry.NodeTypeCreateTicket, "创建工单", 2560, 320, map[string]dsl.Value{
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"ticketDraft": dsl.RefValue("draft_ticket_1", "ticketDraft"),
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"confirmed": dsl.RefValue("ticket_confirm_1", "confirmed"),
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}, nil),
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workflowNode("ticket_result_reply_1", workflowregistry.NodeTypeSendReply, "发送建单结果", 2880, 320, workflowInputs("replyText", "create_ticket_1", "message"), nil),
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workflowNode("ticket_cancel_reply_1", workflowregistry.NodeTypeLLMReply, "取消建单提示", 2560, 560, workflowInputs("userMessage", "start_1", "userMessage"), map[string]any{"staticReply": "已取消创建工单。你可以继续补充问题，我会继续帮你处理。"}),
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workflowNode("send_ticket_cancel_1", workflowregistry.NodeTypeSendReply, "发送取消提示", 2880, 560, workflowInputs("replyText", "ticket_cancel_reply_1", "replyText"), nil),
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workflowNode("retrieve_1", workflowregistry.NodeTypeKnowledgeRetrieve, "知识检索", 1280, 860, workflowInputs("query", "start_1", "userMessage"), nil),
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workflowNode("answerability_1", workflowregistry.NodeTypeAnswerabilityGate, "可回答判断", 1600, 860, map[string]dsl.Value{
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"userMessage": dsl.RefValue("start_1", "userMessage"),
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"knowledgeItems": dsl.RefValue("retrieve_1", "items"),
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}, nil),
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workflowNode("answerability_route_1", workflowregistry.NodeTypeCondition, "可回答分流", 1920, 860, nil, dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
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workflowConditionBranch("answerable", "可以回答", "reply_1", "answerability_1", "answerability", "eq", "answerable"),
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{ID: "default", Name: "兜底追问", TargetNodeID: "fallback_reply_1", Default: true},
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}})},
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{ID: "reply_1", Type: workflowregistry.NodeTypeLLMReply, Name: "AI 回复", Position: dsl.Position{X: 2240, Y: 780}, Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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"knowledgeItems": {NodeID: "retrieve_1", Field: "items"},
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}},
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{ID: "send_1", Type: workflowregistry.NodeTypeSendReply, Name: "发送回复", Position: dsl.Position{X: 2560, Y: 780}, Inputs: map[string]dsl.VariableSelector{
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"replyText": {NodeID: "reply_1", Field: "replyText"},
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}},
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{ID: "fallback_reply_1", Type: workflowregistry.NodeTypeLLMReply, Name: "兜底追问", Position: dsl.Position{X: 2240, Y: 1040}, Inputs: map[string]dsl.VariableSelector{
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"userMessage": {NodeID: "start_1", Field: "userMessage"},
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"knowledgeItems": {NodeID: "retrieve_1", Field: "items"},
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}},
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{ID: "send_fallback_1", Type: workflowregistry.NodeTypeSendReply, Name: "发送兜底", Position: dsl.Position{X: 2560, Y: 1040}, Inputs: map[string]dsl.VariableSelector{
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"replyText": {NodeID: "fallback_reply_1", Field: "replyText"},
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}},
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{ID: "end_1", Type: workflowregistry.NodeTypeEnd, Name: "结束", Position: dsl.Position{X: 3200, Y: 780}},
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}}),
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workflowNode("reply_1", workflowregistry.NodeTypeLLMReply, "AI 回复", 2240, 780, map[string]dsl.Value{
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"userMessage": dsl.RefValue("start_1", "userMessage"),
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"knowledgeItems": dsl.RefValue("retrieve_1", "items"),
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}, nil),
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workflowNode("send_1", workflowregistry.NodeTypeSendReply, "发送回复", 2560, 780, workflowInputs("replyText", "reply_1", "replyText"), nil),
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workflowNode("fallback_reply_1", workflowregistry.NodeTypeLLMReply, "兜底追问", 2240, 1040, map[string]dsl.Value{
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"userMessage": dsl.RefValue("start_1", "userMessage"),
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"knowledgeItems": dsl.RefValue("retrieve_1", "items"),
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}, nil),
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workflowNode("send_fallback_1", workflowregistry.NodeTypeSendReply, "发送兜底", 2560, 1040, workflowInputs("replyText", "fallback_reply_1", "replyText"), nil),
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workflowNode("end_1", workflowregistry.NodeTypeEnd, "结束", 3200, 780, nil, nil),
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},
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Edges: []dsl.Edge{
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{ID: "edge_start_understanding", Source: "start_1", Target: "understanding_1"},
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{ID: "edge_understanding_policy", Source: "understanding_1", Target: "policy_1"},
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{ID: "edge_policy_route", Source: "policy_1", Target: "policy_route_1"},
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{ID: "edge_policy_reply", Source: "policy_route_1", Target: "policy_reply_1"},
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{ID: "edge_policy_handoff", Source: "policy_route_1", Target: "handoff_1"},
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{ID: "edge_policy_ticket", Source: "policy_route_1", Target: "draft_ticket_1"},
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{ID: "edge_policy_knowledge", Source: "policy_route_1", Target: "retrieve_1"},
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{ID: "edge_policy_reply_end", Source: "policy_reply_1", Target: "end_1"},
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{ID: "edge_handoff_end", Source: "handoff_1", Target: "handoff_end_1"},
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{ID: "edge_draft_ticket_confirm_prompt", Source: "draft_ticket_1", Target: "ticket_confirm_prompt_1"},
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{ID: "edge_ticket_prompt_confirm", Source: "ticket_confirm_prompt_1", Target: "ticket_confirm_1"},
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{ID: "edge_ticket_confirm_route", Source: "ticket_confirm_1", Target: "ticket_confirm_route_1"},
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{ID: "edge_ticket_confirm_create", Source: "ticket_confirm_route_1", Target: "create_ticket_1"},
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{ID: "edge_ticket_confirm_cancel", Source: "ticket_confirm_route_1", Target: "ticket_cancel_reply_1"},
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{ID: "edge_create_ticket_result", Source: "create_ticket_1", Target: "ticket_result_reply_1"},
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{ID: "edge_ticket_result_end", Source: "ticket_result_reply_1", Target: "end_1"},
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{ID: "edge_ticket_cancel_send", Source: "ticket_cancel_reply_1", Target: "send_ticket_cancel_1"},
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{ID: "edge_ticket_cancel_end", Source: "send_ticket_cancel_1", Target: "end_1"},
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{ID: "edge_retrieve_answerability", Source: "retrieve_1", Target: "answerability_1"},
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{ID: "edge_answerability_route", Source: "answerability_1", Target: "answerability_route_1"},
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{ID: "edge_answerability_reply", Source: "answerability_route_1", Target: "reply_1"},
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{ID: "edge_answerability_fallback", Source: "answerability_route_1", Target: "fallback_reply_1"},
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{ID: "edge_reply_send", Source: "reply_1", Target: "send_1"},
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{ID: "edge_fallback_send", Source: "fallback_reply_1", Target: "send_fallback_1"},
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{ID: "edge_send_end", Source: "send_1", Target: "end_1"},
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{ID: "edge_send_fallback_end", Source: "send_fallback_1", Target: "end_1"},
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workflowEdge("start_1", "understanding_1"),
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workflowEdge("understanding_1", "policy_1"),
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workflowEdge("policy_1", "policy_route_1"),
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workflowEdge("policy_route_1", "policy_reply_1"),
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workflowEdge("policy_route_1", "handoff_1"),
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workflowEdge("policy_route_1", "draft_ticket_1"),
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workflowEdge("policy_route_1", "retrieve_1"),
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workflowEdge("policy_reply_1", "end_1"),
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workflowEdge("handoff_1", "handoff_end_1"),
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workflowEdge("draft_ticket_1", "ticket_confirm_prompt_1"),
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workflowEdge("ticket_confirm_prompt_1", "ticket_confirm_1"),
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workflowEdge("ticket_confirm_1", "ticket_confirm_route_1"),
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workflowEdge("ticket_confirm_route_1", "create_ticket_1"),
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workflowEdge("ticket_confirm_route_1", "ticket_cancel_reply_1"),
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workflowEdge("create_ticket_1", "ticket_result_reply_1"),
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workflowEdge("ticket_result_reply_1", "end_1"),
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workflowEdge("ticket_cancel_reply_1", "send_ticket_cancel_1"),
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workflowEdge("send_ticket_cancel_1", "end_1"),
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workflowEdge("retrieve_1", "answerability_1"),
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workflowEdge("answerability_1", "answerability_route_1"),
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workflowEdge("answerability_route_1", "reply_1"),
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workflowEdge("answerability_route_1", "fallback_reply_1"),
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workflowEdge("reply_1", "send_1"),
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workflowEdge("fallback_reply_1", "send_fallback_1"),
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workflowEdge("send_1", "end_1"),
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workflowEdge("send_fallback_1", "end_1"),
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},
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}
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}
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func workflowNode(id string, nodeType string, title string, x float64, y float64, inputs map[string]dsl.Value, config any) dsl.Node {
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return dsl.Node{
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ID: id,
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Type: nodeType,
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Meta: dsl.NodeMeta{Position: dsl.Position{X: x, Y: y}},
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Data: dsl.NodeData{
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Title: title,
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Config: mustMarshalWorkflowConfig(config),
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InputsValues: inputs,
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},
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}
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}
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func workflowInputs(name string, nodeID string, field string) map[string]dsl.Value {
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return map[string]dsl.Value{name: dsl.RefValue(nodeID, field)}
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}
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func workflowConditionBranch(id string, name string, targetNodeID string, nodeID string, field string, operator string, right any) dsl.ConditionBranch {
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return dsl.ConditionBranch{
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ID: id,
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Name: name,
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TargetNodeID: targetNodeID,
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Condition: &dsl.Condition{
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Left: &dsl.Value{Type: dsl.ValueTypeRef, Content: []string{nodeID, field}},
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Operator: operator,
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Right: right,
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},
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}
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}
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func workflowEdge(source string, target string) dsl.Edge {
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return dsl.Edge{SourceNodeID: source, TargetNodeID: target}
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}
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func mustMarshalWorkflowConfig(value any) json.RawMessage {
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if value == nil {
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return nil
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}
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raw, err := json.Marshal(value)
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if err != nil {
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panic(err)
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