Files
ai-agent/internal/services/ai_workflow_service.go
T

586 lines
23 KiB
Go

package services
import (
"crypto/sha256"
"encoding/hex"
"encoding/json"
"strings"
"time"
"agent-desk/internal/ai/workflow/dsl"
workflowregistry "agent-desk/internal/ai/workflow/registry"
workflowvalidator "agent-desk/internal/ai/workflow/validator"
"agent-desk/internal/models"
"agent-desk/internal/pkg/dto"
"agent-desk/internal/pkg/dto/request"
"agent-desk/internal/pkg/enums"
"agent-desk/internal/pkg/errorsx"
"agent-desk/internal/pkg/httpx/params"
"agent-desk/internal/pkg/utils"
"agent-desk/internal/repositories"
"github.com/mlogclub/simple/sqls"
"gorm.io/gorm"
)
var AIWorkflowService = newAIWorkflowService()
func newAIWorkflowService() *aiWorkflowService {
return &aiWorkflowService{
registry: workflowregistry.DefaultRegistry(),
}
}
type aiWorkflowService struct {
registry *workflowregistry.Registry
}
type AIWorkflowRunAuditItem struct {
Run models.AIWorkflowRun
Workflow *models.AIWorkflow
Version *models.AIWorkflowVersion
Agent *models.AIAgent
}
func (s *aiWorkflowService) Get(id int64) *models.AIWorkflow {
if id <= 0 {
return nil
}
return repositories.AIWorkflowRepository.Get(sqls.DB(), id)
}
func (s *aiWorkflowService) GetVersion(id int64) *models.AIWorkflowVersion {
if id <= 0 {
return nil
}
return repositories.AIWorkflowVersionRepository.Get(sqls.DB(), id)
}
func (s *aiWorkflowService) FindPageByCnd(cnd *sqls.Cnd) (list []models.AIWorkflow, paging *sqls.Paging) {
return repositories.AIWorkflowRepository.FindPageByCnd(sqls.DB(), cnd)
}
func (s *aiWorkflowService) FindVersionPageByParams(params *params.QueryParams) (list []models.AIWorkflowVersion, paging *sqls.Paging) {
return repositories.AIWorkflowVersionRepository.FindPageByParams(sqls.DB(), params)
}
func (s *aiWorkflowService) FindRunPageByCnd(cnd *sqls.Cnd) (list []models.AIWorkflowRun, paging *sqls.Paging) {
return repositories.AIWorkflowRunRepository.FindPageByCnd(sqls.DB(), cnd)
}
func (s *aiWorkflowService) BuildRunAuditItems(list []models.AIWorkflowRun) []AIWorkflowRunAuditItem {
ret := make([]AIWorkflowRunAuditItem, 0, len(list))
if len(list) == 0 {
return ret
}
workflowIDs := make([]int64, 0, len(list))
versionIDs := make([]int64, 0, len(list))
agentIDs := make([]int64, 0, len(list))
for _, item := range list {
workflowIDs = appendNonZeroInt64(workflowIDs, item.WorkflowID)
versionIDs = appendNonZeroInt64(versionIDs, item.WorkflowVersionID)
agentIDs = appendNonZeroInt64(agentIDs, item.AIAgentID)
}
var workflows []models.AIWorkflow
if len(workflowIDs) > 0 {
workflows = repositories.AIWorkflowRepository.Find(sqls.DB(), sqls.NewCnd().In("id", workflowIDs))
}
var versions []models.AIWorkflowVersion
if len(versionIDs) > 0 {
versions = repositories.AIWorkflowVersionRepository.Find(sqls.DB(), sqls.NewCnd().In("id", versionIDs))
}
var agents []models.AIAgent
if len(agentIDs) > 0 {
agents = repositories.AIAgentRepository.Find(sqls.DB(), sqls.NewCnd().In("id", agentIDs))
}
workflowByID := make(map[int64]*models.AIWorkflow, len(workflows))
for i := range workflows {
item := workflows[i]
workflowByID[item.ID] = &item
}
versionByID := make(map[int64]*models.AIWorkflowVersion, len(versions))
for i := range versions {
item := versions[i]
versionByID[item.ID] = &item
}
agentByID := make(map[int64]*models.AIAgent, len(agents))
for i := range agents {
item := agents[i]
agentByID[item.ID] = &item
}
for _, run := range list {
ret = append(ret, AIWorkflowRunAuditItem{
Run: run,
Workflow: workflowByID[run.WorkflowID],
Version: versionByID[run.WorkflowVersionID],
Agent: agentByID[run.AIAgentID],
})
}
return ret
}
func (s *aiWorkflowService) GetRunDetail(id int64) (*models.AIWorkflowRun, []models.AIWorkflowNodeRun) {
if id <= 0 {
return nil, nil
}
run := repositories.AIWorkflowRunRepository.Get(sqls.DB(), id)
if run == nil {
return nil, nil
}
nodes := repositories.AIWorkflowNodeRunRepository.Find(sqls.DB(), sqls.NewCnd().Eq("workflow_run_id", id).Asc("id"))
return run, nodes
}
func appendNonZeroInt64(list []int64, value int64) []int64 {
if value <= 0 {
return list
}
for _, item := range list {
if item == value {
return list
}
}
return append(list, value)
}
func (s *aiWorkflowService) GetByAgentID(agentID int64) *models.AIWorkflow {
if agentID <= 0 {
return nil
}
return repositories.AIWorkflowRepository.Take(sqls.DB(), "agent_id = ? AND status <> ?", agentID, enums.StatusDeleted)
}
func (s *aiWorkflowService) GetOrCreateAgentWorkflow(agentID int64, operator *dto.AuthPrincipal) (*models.AIWorkflow, error) {
if operator == nil {
return nil, errorsx.UnauthorizedI18n("error.auth.expired")
}
if agentID <= 0 {
return nil, errorsx.InvalidParam("agent id is required")
}
if agent := AIAgentService.Get(agentID); agent == nil || agent.Status == enums.StatusDeleted {
return nil, errorsx.InvalidParamI18n("error.e0002")
}
if item := s.GetByAgentID(agentID); item != nil {
return item, nil
}
var item *models.AIWorkflow
err := sqls.WithTransaction(func(ctx *sqls.TxContext) error {
if current := repositories.AIWorkflowRepository.Take(ctx.Tx, "agent_id = ? AND status <> ?", agentID, enums.StatusDeleted); current != nil {
item = current
return nil
}
agent := repositories.AIAgentRepository.Get(ctx.Tx, agentID)
if agent == nil || agent.Status == enums.StatusDeleted {
return errorsx.InvalidParamI18n("error.e0002")
}
created, err := s.createDefaultAgentWorkflow(ctx.Tx, agent, operator)
if err != nil {
return err
}
item = created
return nil
})
if err != nil {
return nil, err
}
return item, nil
}
func (s *aiWorkflowService) ListNodeSpecs() []workflowregistry.NodeSpec {
return s.registry.List()
}
func (s *aiWorkflowService) DefaultAgentWorkflowDefinition() dsl.Definition {
return defaultAgentWorkflowDefinition()
}
func (s *aiWorkflowService) ValidateDefinition(def dsl.Definition) workflowvalidator.Result {
return workflowvalidator.ValidateDefinition(def, s.registry)
}
func (s *aiWorkflowService) CreateWorkflow(req request.CreateAIWorkflowRequest, operator *dto.AuthPrincipal) (*models.AIWorkflow, error) {
return s.SaveAgentWorkflow(req, operator)
}
func (s *aiWorkflowService) SaveAgentWorkflow(req request.SaveAIWorkflowRequest, operator *dto.AuthPrincipal) (*models.AIWorkflow, error) {
if operator == nil {
return nil, errorsx.UnauthorizedI18n("error.auth.expired")
}
agent := AIAgentService.Get(req.AgentID)
if agent == nil || agent.Status == enums.StatusDeleted {
return nil, errorsx.InvalidParamI18n("error.e0002")
}
name := strings.TrimSpace(req.Name)
if name == "" {
name = defaultAgentWorkflowName(agent.Name)
}
definition, err := marshalDefinition(req.Definition)
if err != nil {
return nil, err
}
current := s.GetByAgentID(req.AgentID)
if current == nil {
item := &models.AIWorkflow{
Name: name,
Description: strings.TrimSpace(req.Description),
AgentID: req.AgentID,
Status: enums.StatusOk,
DraftDefinition: definition,
AuditFields: utils.BuildAuditFields(operator),
}
if err := repositories.AIWorkflowRepository.Create(sqls.DB(), item); err != nil {
return nil, err
}
return item, nil
}
if err := repositories.AIWorkflowRepository.Updates(sqls.DB(), current.ID, map[string]interface{}{
"name": name,
"description": strings.TrimSpace(req.Description),
"agent_id": req.AgentID,
"draft_definition": definition,
"update_user_id": operator.UserID,
"update_user_name": operator.Username,
"updated_at": time.Now(),
}); err != nil {
return nil, err
}
return s.Get(current.ID), nil
}
func (s *aiWorkflowService) UpdateWorkflow(req request.UpdateAIWorkflowRequest, operator *dto.AuthPrincipal) error {
if operator == nil {
return errorsx.UnauthorizedI18n("error.auth.expired")
}
if s.Get(req.ID) == nil {
return errorsx.InvalidParamI18n("error.e0002")
}
name := strings.TrimSpace(req.Name)
if name == "" {
return errorsx.InvalidParam("workflow name is required")
}
if req.AgentID <= 0 {
return errorsx.InvalidParam("agent id is required")
}
definition, err := marshalDefinition(req.Definition)
if err != nil {
return err
}
return repositories.AIWorkflowRepository.Updates(sqls.DB(), req.ID, map[string]interface{}{
"name": name,
"description": strings.TrimSpace(req.Description),
"agent_id": req.AgentID,
"draft_definition": definition,
"update_user_id": operator.UserID,
"update_user_name": operator.Username,
"updated_at": time.Now(),
})
}
func (s *aiWorkflowService) DeleteWorkflow(id int64, operator *dto.AuthPrincipal) error {
if operator == nil {
return errorsx.UnauthorizedI18n("error.auth.expired")
}
if s.Get(id) == nil {
return errorsx.InvalidParamI18n("error.e0002")
}
return repositories.AIWorkflowRepository.Updates(sqls.DB(), id, map[string]interface{}{
"status": enums.StatusDeleted,
"update_user_id": operator.UserID,
"update_user_name": operator.Username,
"updated_at": time.Now(),
})
}
func (s *aiWorkflowService) PublishWorkflow(req request.PublishAIWorkflowRequest, operator *dto.AuthPrincipal) (*models.AIWorkflowVersion, error) {
if req.AgentID > 0 {
return s.PublishAgentWorkflow(req, operator)
}
if operator == nil {
return nil, errorsx.UnauthorizedI18n("error.auth.expired")
}
workflow := s.Get(req.WorkflowID)
if workflow == nil || workflow.Status == enums.StatusDeleted {
return nil, errorsx.InvalidParamI18n("error.e0002")
}
result := s.ValidateDefinition(req.Definition)
if !result.Valid {
return nil, errorsx.InvalidParam("workflow definition is invalid")
}
definition, err := marshalDefinition(req.Definition)
if err != nil {
return nil, err
}
now := time.Now()
var version *models.AIWorkflowVersion
err = sqls.WithTransaction(func(ctx *sqls.TxContext) error {
nextVersion := repositories.AIWorkflowVersionRepository.MaxVersionByWorkflowID(ctx.Tx, req.WorkflowID) + 1
version = &models.AIWorkflowVersion{
WorkflowID: req.WorkflowID,
Version: nextVersion,
Status: enums.StatusOk,
Definition: definition,
DefinitionHash: hashDefinition(definition),
PublishedAt: &now,
PublishedByID: operator.UserID,
PublishedByName: operator.Username,
AuditFields: utils.BuildAuditFields(operator),
}
if err := repositories.AIWorkflowVersionRepository.Create(ctx.Tx, version); err != nil {
return err
}
return repositories.AIWorkflowRepository.Updates(ctx.Tx, req.WorkflowID, map[string]interface{}{
"draft_definition": definition,
"published_version_id": version.ID,
"update_user_id": operator.UserID,
"update_user_name": operator.Username,
"updated_at": now,
})
})
if err != nil {
return nil, err
}
return version, nil
}
func (s *aiWorkflowService) PublishAgentWorkflow(req request.PublishAIWorkflowRequest, operator *dto.AuthPrincipal) (*models.AIWorkflowVersion, error) {
if operator == nil {
return nil, errorsx.UnauthorizedI18n("error.auth.expired")
}
workflow, err := s.GetOrCreateAgentWorkflow(req.AgentID, operator)
if err != nil {
return nil, err
}
req.WorkflowID = workflow.ID
result := s.ValidateDefinition(req.Definition)
if !result.Valid {
return nil, errorsx.InvalidParam("workflow definition is invalid")
}
definition, err := marshalDefinition(req.Definition)
if err != nil {
return nil, err
}
now := time.Now()
var version *models.AIWorkflowVersion
err = sqls.WithTransaction(func(ctx *sqls.TxContext) error {
current := repositories.AIWorkflowRepository.Get(ctx.Tx, workflow.ID)
if current == nil || current.AgentID != req.AgentID || current.Status == enums.StatusDeleted {
return errorsx.InvalidParamI18n("error.e0002")
}
nextVersion := repositories.AIWorkflowVersionRepository.MaxVersionByWorkflowID(ctx.Tx, current.ID) + 1
version = &models.AIWorkflowVersion{
WorkflowID: current.ID,
Version: nextVersion,
Status: enums.StatusOk,
Definition: definition,
DefinitionHash: hashDefinition(definition),
PublishedAt: &now,
PublishedByID: operator.UserID,
PublishedByName: operator.Username,
AuditFields: utils.BuildAuditFields(operator),
}
if err := repositories.AIWorkflowVersionRepository.Create(ctx.Tx, version); err != nil {
return err
}
if err := repositories.AIWorkflowRepository.Updates(ctx.Tx, current.ID, map[string]interface{}{
"draft_definition": definition,
"published_version_id": version.ID,
"update_user_id": operator.UserID,
"update_user_name": operator.Username,
"updated_at": now,
}); err != nil {
return err
}
return repositories.AIAgentRepository.Updates(ctx.Tx, req.AgentID, map[string]any{
"workflow_version_id": version.ID,
"update_user_id": operator.UserID,
"update_user_name": operator.Username,
"updated_at": now,
})
})
if err != nil {
return nil, err
}
return version, nil
}
func (s *aiWorkflowService) createDefaultAgentWorkflow(db *gorm.DB, agent *models.AIAgent, operator *dto.AuthPrincipal) (*models.AIWorkflow, error) {
definition, err := marshalDefinition(defaultAgentWorkflowDefinition())
if err != nil {
return nil, err
}
item := &models.AIWorkflow{
Name: defaultAgentWorkflowName(agent.Name),
AgentID: agent.ID,
Status: enums.StatusOk,
DraftDefinition: definition,
AuditFields: utils.BuildAuditFields(operator),
}
if err := repositories.AIWorkflowRepository.Create(db, item); err != nil {
return nil, err
}
return item, nil
}
func defaultAgentWorkflowDefinition() dsl.Definition {
return dsl.Definition{
SchemaVersion: dsl.SchemaVersion,
Nodes: []dsl.Node{
workflowNode("start_1", workflowregistry.NodeTypeStart, "开始", 180, 285.5, nil, nil),
workflowNode("understanding_1", workflowregistry.NodeTypeConversationUnderstanding, "会话理解", 640, 285.5, workflowInputs("userMessage", "start_1", "userMessage"), nil),
workflowNode("policy_1", workflowregistry.NodeTypeReplyPolicy, "回复策略", 1100, 285.5, map[string]dsl.Value{
"userMessage": dsl.RefValue("start_1", "userMessage"),
"messageIntent": dsl.RefValue("understanding_1", "messageIntent"),
"answerScope": dsl.RefValue("understanding_1", "answerScope"),
"riskSignals": dsl.RefValue("understanding_1", "riskSignals"),
}, nil),
workflowNode("policy_route_1", workflowregistry.NodeTypeCondition, "策略分流", 1560, 125.5, nil, dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
workflowConditionBranch("handoff", "转人工", "handoff_1", "policy_1", "action", "eq", "handoff_to_human"),
workflowConditionBranch("ticket", "创建工单", "draft_ticket_1", "policy_1", "action", "eq", "prepare_ticket"),
workflowConditionBranch("knowledge", "知识库回复", "retrieve_1", "policy_1", "action", "eq", "retrieve_knowledge"),
workflowConditionBranch("direct", "直接回复", "policy_reply_1", "policy_1", "action", "eq", "direct_reply"),
workflowConditionBranch("clarify", "追问澄清", "policy_reply_1", "policy_1", "action", "eq", "clarify"),
workflowConditionBranch("end_conversation", "结束语", "policy_reply_1", "policy_1", "action", "eq", "end_conversation"),
{ID: "default", Name: "策略兜底", TargetNodeID: "policy_reply_1", Default: true},
}}),
workflowNode("handoff_1", workflowregistry.NodeTypeHandoffToHuman, "转人工", 2020, 0, workflowInputs("reason", "start_1", "userMessage"), nil),
workflowNode("draft_ticket_1", workflowregistry.NodeTypePrepareTicketDraft, "整理工单草稿", 2020, 379, workflowInputs("issue", "start_1", "userMessage"), nil),
workflowNode("ticket_confirm_prompt_1", workflowregistry.NodeTypeLLMReply, "建单确认文案", 2480, 379, 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。"}),
workflowNode("ticket_confirm_1", workflowregistry.NodeTypeHumanConfirm, "确认建单", 2940, 379, workflowInputs("prompt", "ticket_confirm_prompt_1", "replyText"), nil),
workflowNode("ticket_confirm_route_1", workflowregistry.NodeTypeCondition, "建单确认分流", 3400, 329, nil, dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
workflowConditionBranch("confirmed", "已确认", "create_ticket_1", "ticket_confirm_1", "confirmed", "is_true", nil),
{ID: "default", Name: "取消或未确认", TargetNodeID: "ticket_cancel_reply_1", Default: true},
}}),
workflowNode("create_ticket_1", workflowregistry.NodeTypeCreateTicket, "创建工单", 3860, 285.5, map[string]dsl.Value{
"ticketDraft": dsl.RefValue("draft_ticket_1", "ticketDraft"),
"confirmed": dsl.RefValue("ticket_confirm_1", "confirmed"),
}, nil),
workflowNode("ticket_result_reply_1", workflowregistry.NodeTypeSendReply, "发送建单结果", 4320, 285.5, workflowInputs("replyText", "create_ticket_1", "message"), nil),
workflowNode("ticket_cancel_reply_1", workflowregistry.NodeTypeLLMReply, "取消建单提示", 3860, 472.5, 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。"}),
workflowNode("send_ticket_cancel_1", workflowregistry.NodeTypeSendReply, "发送取消提示", 4320, 472.5, workflowInputs("replyText", "ticket_cancel_reply_1", "replyText"), nil),
workflowNode("policy_reply_1", workflowregistry.NodeTypeSendReply, "发送策略回复", 4320, 98.5, workflowInputs("replyText", "policy_1", "replyText"), nil),
workflowNode("handoff_end_1", workflowregistry.NodeTypeEnd, "结束", 2480, 0, nil, nil),
workflowNode("retrieve_1", workflowregistry.NodeTypeKnowledgeRetrieve, "知识检索", 2480, 753, workflowInputs("query", "start_1", "userMessage"), nil),
workflowNode("answerability_1", workflowregistry.NodeTypeAnswerabilityGate, "可回答判断", 2940, 753, map[string]dsl.Value{
"userMessage": dsl.RefValue("start_1", "userMessage"),
"knowledgeItems": dsl.RefValue("retrieve_1", "items"),
}, nil),
workflowNode("answerability_route_1", workflowregistry.NodeTypeCondition, "可回答分流", 3400, 703, nil, dsl.ConditionConfig{Branches: []dsl.ConditionBranch{
workflowConditionBranch("answerable", "可以回答", "reply_1", "answerability_1", "answerability", "eq", "answerable"),
{ID: "default", Name: "兜底追问", TargetNodeID: "fallback_reply_1", Default: true},
}}),
workflowNode("reply_1", workflowregistry.NodeTypeLLMReply, "AI 回复", 3860, 659.5, map[string]dsl.Value{
"userMessage": dsl.RefValue("start_1", "userMessage"),
"knowledgeItems": dsl.RefValue("retrieve_1", "items"),
}, nil),
workflowNode("send_1", workflowregistry.NodeTypeSendReply, "发送回复", 4320, 659.5, workflowInputs("replyText", "reply_1", "replyText"), nil),
workflowNode("fallback_reply_1", workflowregistry.NodeTypeLLMReply, "兜底追问", 3860, 846.5, map[string]dsl.Value{
"userMessage": dsl.RefValue("start_1", "userMessage"),
"knowledgeItems": dsl.RefValue("retrieve_1", "items"),
}, nil),
workflowNode("send_fallback_1", workflowregistry.NodeTypeSendReply, "发送兜底", 4320, 846.5, workflowInputs("replyText", "fallback_reply_1", "replyText"), nil),
workflowNode("end_1", workflowregistry.NodeTypeEnd, "结束", 4780, 472.5, nil, nil),
},
Edges: []dsl.Edge{
workflowEdge("start_1", "understanding_1"),
workflowEdge("understanding_1", "policy_1"),
workflowEdge("policy_1", "policy_route_1"),
workflowPortEdge("policy_route_1", "policy_reply_1", "direct"),
workflowPortEdge("policy_route_1", "policy_reply_1", "clarify"),
workflowPortEdge("policy_route_1", "policy_reply_1", "end_conversation"),
workflowPortEdge("policy_route_1", "handoff_1", "handoff"),
workflowPortEdge("policy_route_1", "draft_ticket_1", "ticket"),
workflowPortEdge("policy_route_1", "retrieve_1", "knowledge"),
workflowPortEdge("policy_route_1", "policy_reply_1", "default"),
workflowEdge("policy_reply_1", "end_1"),
workflowEdge("handoff_1", "handoff_end_1"),
workflowEdge("draft_ticket_1", "ticket_confirm_prompt_1"),
workflowEdge("ticket_confirm_prompt_1", "ticket_confirm_1"),
workflowEdge("ticket_confirm_1", "ticket_confirm_route_1"),
workflowPortEdge("ticket_confirm_route_1", "create_ticket_1", "confirmed"),
workflowPortEdge("ticket_confirm_route_1", "ticket_cancel_reply_1", "default"),
workflowEdge("create_ticket_1", "ticket_result_reply_1"),
workflowEdge("ticket_result_reply_1", "end_1"),
workflowEdge("ticket_cancel_reply_1", "send_ticket_cancel_1"),
workflowEdge("send_ticket_cancel_1", "end_1"),
workflowEdge("retrieve_1", "answerability_1"),
workflowEdge("answerability_1", "answerability_route_1"),
workflowPortEdge("answerability_route_1", "reply_1", "answerable"),
workflowPortEdge("answerability_route_1", "fallback_reply_1", "default"),
workflowEdge("reply_1", "send_1"),
workflowEdge("send_1", "end_1"),
workflowEdge("fallback_reply_1", "send_fallback_1"),
workflowEdge("send_fallback_1", "end_1"),
},
}
}
func workflowNode(id string, nodeType string, title string, x float64, y float64, inputs map[string]dsl.Value, config any) dsl.Node {
return dsl.Node{
ID: id,
Type: nodeType,
Meta: dsl.NodeMeta{Position: dsl.Position{X: x, Y: y}},
Data: dsl.NodeData{
Title: title,
Config: mustMarshalWorkflowConfig(config),
InputsValues: inputs,
},
}
}
func workflowInputs(name string, nodeID string, field string) map[string]dsl.Value {
return map[string]dsl.Value{name: dsl.RefValue(nodeID, field)}
}
func workflowConditionBranch(id string, name string, targetNodeID string, nodeID string, field string, operator string, right any) dsl.ConditionBranch {
return dsl.ConditionBranch{
ID: id,
Name: name,
TargetNodeID: targetNodeID,
Condition: &dsl.Condition{
Left: &dsl.Value{Type: dsl.ValueTypeRef, Content: []string{nodeID, field}},
Operator: operator,
Right: right,
},
}
}
func workflowEdge(source string, target string) dsl.Edge {
return dsl.Edge{SourceNodeID: source, TargetNodeID: target}
}
func workflowPortEdge(source string, target string, sourcePortID string) dsl.Edge {
return dsl.Edge{SourceNodeID: source, TargetNodeID: target, SourcePortID: sourcePortID}
}
func mustMarshalWorkflowConfig(value any) json.RawMessage {
if value == nil {
return nil
}
raw, err := json.Marshal(value)
if err != nil {
panic(err)
}
return raw
}
func defaultAgentWorkflowName(agentName string) string {
agentName = strings.TrimSpace(agentName)
if agentName == "" {
return "会话流程"
}
return agentName + " 会话流程"
}
func marshalDefinition(def dsl.Definition) (string, error) {
buf, err := json.Marshal(def)
if err != nil {
return "", errorsx.InvalidParam("invalid workflow definition")
}
return string(buf), nil
}
func hashDefinition(definition string) string {
sum := sha256.Sum256([]byte(definition))
return hex.EncodeToString(sum[:])
}