322 lines
12 KiB
Go
322 lines
12 KiB
Go
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package personacopy
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import (
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"context"
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"fmt"
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"strings"
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"haixun-backend/internal/library/copyvoice"
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libmatrix "haixun-backend/internal/library/matrix"
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"haixun-backend/internal/library/placement"
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"haixun-backend/internal/library/style8d"
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"haixun-backend/internal/library/websearch"
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domai "haixun-backend/internal/model/ai/domain/usecase"
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aiusecase "haixun-backend/internal/model/ai/usecase"
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contentopsdomain "haixun-backend/internal/model/content_ops/domain/usecase"
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copydraftentity "haixun-backend/internal/model/copy_draft/domain/entity"
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copydraftdomain "haixun-backend/internal/model/copy_draft/domain/usecase"
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personadomain "haixun-backend/internal/model/persona/domain/usecase"
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placementusecase "haixun-backend/internal/model/placement/usecase"
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threadsaccountdomain "haixun-backend/internal/model/threads_account/domain/usecase"
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)
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type TopicMatrixInput struct {
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TenantID string
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OwnerUID string
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PersonaID string
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ContentPlanID string
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Topic string
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Brief string
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UseWebSearch bool
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DraftCount int
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}
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type TopicMatrixDeps struct {
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Persona personadomain.UseCase
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CopyDraft copydraftdomain.UseCase
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ContentOps contentopsdomain.UseCase
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ThreadsAccount threadsaccountdomain.UseCase
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Placement placementusecase.UseCase
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AI domai.UseCase
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}
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type ProgressFn func(summary string, percentage int)
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func RunTopicMatrix(ctx context.Context, deps TopicMatrixDeps, in TopicMatrixInput, progress ProgressFn) ([]copydraftdomain.CopyDraftSummary, error) {
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if progress == nil {
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progress = func(string, int) {}
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}
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topic := strings.TrimSpace(in.Topic)
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if topic == "" {
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return nil, fmt.Errorf("topic is required")
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}
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count := in.DraftCount
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if count <= 0 {
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count = 3
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}
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if count < 1 {
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count = 1
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}
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if count > 5 {
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count = 5
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}
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progress("讀取人設語氣…", 10)
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persona, err := deps.Persona.Get(ctx, in.TenantID, in.OwnerUID, in.PersonaID)
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if err != nil {
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return nil, err
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}
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credential, err := deps.ThreadsAccount.ResolveMemberAiCredential(ctx, in.TenantID, in.OwnerUID)
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if err != nil {
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return nil, err
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}
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providerID, err := aiusecase.MapWorkerProvider(credential.Provider)
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if err != nil {
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return nil, err
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}
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researchNotes := ""
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if in.UseWebSearch {
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progress("搜尋網路參考資料…", 25)
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researchNotes = searchTopicNotes(ctx, deps, in.TenantID, in.OwnerUID, topic, in.Brief)
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}
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personaBlock := style8d.ResolvePersonaBlock(persona.Persona, persona.StyleProfile, persona.Brief)
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feedbackNotes := recentFeedbackNotes(ctx, deps, in.TenantID, in.OwnerUID, in.PersonaID)
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knowledgeNotes := recentKnowledgeNotes(ctx, deps, in.TenantID, in.OwnerUID, in.PersonaID, topic)
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formulaNotes := formulaPoolNotes(ctx, deps, in.TenantID, in.OwnerUID, in.PersonaID)
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progress(fmt.Sprintf("呼叫 AI 產生 %d 篇草稿（%s / %s）…", count, credential.Provider, credential.Model), 45)
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parsed, err := libmatrix.GenerateCopyOutput(ctx, deps.AI, domai.GenerateRequest{
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Provider: providerID,
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Model: credential.Model,
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Credential: domai.Credential{APIKey: credential.APIKey},
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System: TopicMatrixSystemPrompt(),
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Messages: []domai.Message{{Role: "user", Content: TopicMatrixUserPrompt(topic, in.Brief, personaBlock, researchNotes, knowledgeNotes, formulaNotes, feedbackNotes, count)}},
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}, count)
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if err != nil {
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return nil, err
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}
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progress("寫入草稿…", 85)
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created := make([]copydraftdomain.CopyDraftSummary, 0, len(parsed.Rows))
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for _, row := range parsed.Rows {
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saved, saveErr := deps.CopyDraft.Create(ctx, copydraftdomain.CreateRequest{
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TenantID: in.TenantID,
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OwnerUID: in.OwnerUID,
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PersonaID: in.PersonaID,
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ContentPlanID: in.ContentPlanID,
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DraftType: copydraftentity.DraftTypeMatrix,
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SortOrder: row.SortOrder,
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Text: row.Text,
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TopicTag: row.SearchTag,
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Angle: row.Angle,
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Hook: row.Hook,
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Rationale: row.Rationale,
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ReferenceNotes: row.ReferenceNotes,
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Sources: row.SourcePermalinks,
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AiScore: row.AiScore,
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FormulaScore: row.FormulaScore,
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BrandFitScore: row.BrandFitScore,
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RiskScore: row.RiskScore,
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SimilarityScore: row.SimilarityScore,
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EngagementPotential: row.EngagementPotential,
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FreshnessScore: row.FreshnessScore,
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ReviewSuggestion: row.ReviewSuggestion,
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})
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if saveErr != nil {
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return created, saveErr
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}
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created = append(created, *saved)
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}
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progress(fmt.Sprintf("已產生 %d 篇草稿", len(created)), 100)
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return created, nil
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}
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func recentFeedbackNotes(ctx context.Context, deps TopicMatrixDeps, tenantID, ownerUID, personaID string) string {
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if deps.ContentOps == nil {
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return ""
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}
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items, err := deps.ContentOps.ListFeedbackEvents(ctx, tenantID, ownerUID, personaID, 8)
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if err != nil || len(items) == 0 {
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return ""
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}
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var b strings.Builder
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for _, item := range items {
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decision := strings.TrimSpace(item.Decision)
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note := strings.TrimSpace(item.Note)
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if decision == "" && note == "" {
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continue
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}
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b.WriteString("- ")
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if decision != "" {
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b.WriteString(decision)
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}
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if note != "" {
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b.WriteString("：")
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b.WriteString(note)
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}
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b.WriteString("\n")
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}
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return strings.TrimSpace(b.String())
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}
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func recentKnowledgeNotes(ctx context.Context, deps TopicMatrixDeps, tenantID, ownerUID, personaID, topic string) string {
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if deps.ContentOps == nil {
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return ""
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}
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items, err := deps.ContentOps.ListKnowledgeChunks(ctx, tenantID, ownerUID, personaID, 12)
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if err != nil {
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return ""
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}
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var b strings.Builder
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for _, item := range items {
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content := strings.TrimSpace(item.Content)
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if content == "" {
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continue
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}
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b.WriteString("- ")
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b.WriteString(shorten(content, 220))
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if item.RiskLevel != "" {
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b.WriteString("（風險：")
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b.WriteString(item.RiskLevel)
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b.WriteString("）")
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}
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b.WriteString("\n")
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}
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return strings.TrimSpace(b.String())
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}
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func formulaPoolNotes(ctx context.Context, deps TopicMatrixDeps, tenantID, ownerUID, personaID string) string {
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if deps.ContentOps == nil {
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return ""
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}
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items, err := deps.ContentOps.ListFormulaPools(ctx, tenantID, ownerUID, personaID, 12)
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if err != nil {
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return ""
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}
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var b strings.Builder
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for _, item := range items {
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b.WriteString("- ")
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b.WriteString(item.Type)
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b.WriteString(" / ")
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b.WriteString(item.Name)
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if item.Pattern != "" {
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b.WriteString("：")
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b.WriteString(item.Pattern)
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}
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if len(item.Avoid) > 0 {
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b.WriteString("；避免：")
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b.WriteString(strings.Join(item.Avoid, "、"))
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}
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b.WriteString("\n")
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}
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return strings.TrimSpace(b.String())
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}
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func shorten(raw string, max int) string {
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r := []rune(strings.TrimSpace(raw))
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if len(r) <= max {
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return string(r)
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}
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return string(r[:max]) + "..."
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}
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func searchTopicNotes(ctx context.Context, deps TopicMatrixDeps, tenantID, uid, topic, brief string) string {
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research, err := deps.Placement.ResearchSettings(ctx, tenantID, uid)
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if err != nil || !placement.WebSearchAvailable(research) {
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return ""
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}
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memberCtx, err := deps.ThreadsAccount.ResolveMemberPlacementContext(ctx, tenantID, uid, research)
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if err != nil {
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return ""
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}
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webClient := websearch.New(memberCtx.WebSearchConfig())
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if !webClient.Enabled() {
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return ""
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}
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resp, err := webClient.Search(ctx, websearch.SearchOptions{
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Query: strings.TrimSpace(topic + " " + brief),
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Limit: 5,
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Mode: websearch.ModeKnowledgeExpand,
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})
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if err != nil || len(resp.Results) == 0 {
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return ""
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}
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var b strings.Builder
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for _, item := range resp.Results {
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if item.Title != "" {
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b.WriteString("- ")
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b.WriteString(item.Title)
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b.WriteString("\n")
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}
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if item.Snippet != "" {
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b.WriteString(item.Snippet)
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b.WriteString("\n")
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}
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if item.URL != "" {
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b.WriteString(item.URL)
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b.WriteString("\n")
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}
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}
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return strings.TrimSpace(b.String())
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}
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func TopicMatrixSystemPrompt() string {
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return strings.TrimSpace(`你是 Threads / Instagram 貼文編輯。請依人設語言指紋產出自然、可直接發布的繁體中文貼文矩陣。
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` + copyvoice.SystemRules() + `
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規則：
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- 不要每篇都用同一套 hook / 三段式 / 結尾問句。
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- 不要企業八股、不要像教科書、不要一直喊口號。
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- 人設定位決定誰在說，語言指紋決定怎麼說；必須遵守段落節奏、標點換行、知識轉譯與 CTA 習慣。
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- 不要把人設介紹裡的物件/標籤硬寫進正文情境。例：人設寫 Y2K、咖啡、穿搭，只代表語感與審美，不代表每篇都要出現老歌、咖啡、穿搭、MV。
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- 正文內容必須由【話題】與【補充】決定；人設不得蓋過主題。
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- 每篇要有不同角度；長度與格式依人設習慣和主題型態決定，不要強制短文。
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- 每次至少產出 3 種版本思路：穩定帳號風格、更有共鳴、更容易互動；若 count 超過 3，再補更短或更反差版本。
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- text 只能放貼文正文，不要放標題、分析、公式、模板或說明。
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- text 排版：像真人手機發文；可使用自然標點、空行、列點與少量 emoji。不要完全無標點，也不要每句硬換行，除非人設樣本就是這樣。
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- 只回傳 JSON 物件：{"rows":[...]}。
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- 每筆 row 必須包含 sort_order, search_tag, angle, hook, text, reference_notes, source_permalinks, rationale, ai_score, formula_score, brand_fit_score, risk_score, similarity_score, engagement_potential, freshness_score, review_suggestion。
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- 分數欄位都是 0-100 整數：ai_score / formula_score / risk_score / similarity_score 越低越好；brand_fit_score / engagement_potential / freshness_score 越高越好。
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- review_suggestion 只能是「可通過」「需人工確認」「建議重寫」之一。
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- rationale 必須用繁中短列點包含：版本定位、AI感分數(0-100，越高越AI)、公式感分數(0-100)、人設符合度(0-100)、風險分數(0-100)、互動潛力(0-100)、審核建議（可通過/需人工確認/建議重寫）與原因。`)
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}
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func TopicMatrixUserPrompt(topic, brief, personaBlock, researchNotes, knowledgeNotes, formulaNotes, feedbackNotes string, count int) string {
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var b strings.Builder
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b.WriteString("請產生 ")
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b.WriteString(fmt.Sprintf("%d", count))
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b.WriteString(" 篇 Threads 草稿。\n\n【話題】\n")
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b.WriteString(strings.TrimSpace(topic))
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if brief = strings.TrimSpace(brief); brief != "" {
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b.WriteString("\n\n【補充】\n")
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b.WriteString(brief)
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}
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if personaBlock = strings.TrimSpace(personaBlock); personaBlock != "" {
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b.WriteString("\n\n【人設定位、語言指紋與禁忌（最高優先）】\n")
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b.WriteString(personaBlock)
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b.WriteString("\n\n")
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b.WriteString(copyvoice.PersonaCalibrationNote())
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}
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if researchNotes = strings.TrimSpace(researchNotes); researchNotes != "" {
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b.WriteString("\n\n【網路資料參考】\n")
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b.WriteString(researchNotes)
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}
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if knowledgeNotes = strings.TrimSpace(knowledgeNotes); knowledgeNotes != "" {
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b.WriteString("\n\n【Knowledge Memory：帳號知識來源，優先採用但不要硬塞】\n")
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b.WriteString(knowledgeNotes)
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}
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if formulaNotes = strings.TrimSpace(formulaNotes); formulaNotes != "" {
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|
|
b.WriteString("\n\n【Formula Pool：可選公式池，請依 Content Plan 選擇，不要每篇都套同一套】\n")
|
|||
|
|
b.WriteString(formulaNotes)
|
|||
|
|
}
|
|||
|
|
if feedbackNotes = strings.TrimSpace(feedbackNotes); feedbackNotes != "" {
|
|||
|
|
b.WriteString("\n\n【最近人工審核回饋（Feedback Memory，必須吸收）】\n")
|
|||
|
|
b.WriteString(feedbackNotes)
|
|||
|
|
}
|
|||
|
|
b.WriteString("\n\n【品質閘門】\n請先自我檢查 AI 感、公式感、事實風險、人設一致性、與過去常見句型重複。高風險內容不得建議直接通過。")
|
|||
|
|
b.WriteString("\n\n請讓每篇的 angle 明確不同，search_tag 是短主題標籤不含 #。source_permalinks 可放參考 URL，沒有就空陣列。")
|
|||
|
|
return b.String()
|
|||
|
|
}
|