package service import ( "bytes" "context" "encoding/json" "errors" "fmt" "io" "log" "net/http" "strings" "time" "gorm.io/gorm" "wx_service/config" usermodel "wx_service/internal/model" smokemodel "wx_service/internal/smoke/model" ) var ( ErrAINextServiceDisabled = errors.New("ai service is not configured") ErrAINextLocked = errors.New("ai next smoke is locked, ad unlock required") ) type SmokeAINextSmokeService struct { db *gorm.DB cfg config.AIConfig client *http.Client } func NewSmokeAINextSmokeService(db *gorm.DB, cfg config.AIConfig) *SmokeAINextSmokeService { timeout := cfg.RequestTimeout if timeout <= 0 { timeout = 15 * time.Second } return &SmokeAINextSmokeService{ db: db, cfg: cfg, client: &http.Client{ Timeout: timeout, }, } } type aiNextSmokeInput struct { AsOf string `json:"as_of"` PlanDate string `json:"plan_date"` MinNotBeforeAt string `json:"min_not_before_at"` DefaultSuggestion NextSmokeSuggestion `json:"default_suggestion"` Profile *adviceUserProfile `json:"profile,omitempty"` Recent3Days []recentDaySnapshot `json:"recent_3_days"` } type aiNextSmokeOutput struct { NotBeforeAt string `json:"not_before_at"` SuggestedAt string `json:"suggested_at"` TimeNodes []string `json:"time_nodes"` Advice string `json:"advice"` } type recentDaySnapshot struct { Date string `json:"date"` TotalNum int `json:"total_num"` ResistedCount int `json:"resisted_count"` Nodes []recentDayNode `json:"nodes"` } type recentDayNode struct { Time string `json:"time"` Num int `json:"num"` Level int64 `json:"level"` IsResisted bool `json:"is_resisted"` Remark string `json:"remark,omitempty"` } type AINextSmokeSuggestion struct { PlanDate string `json:"plan_date"` NotBeforeAt string `json:"not_before_at"` SuggestedAt string `json:"suggested_at"` TimeNodes []string `json:"time_nodes"` Advice string `json:"advice"` PromptVersion string `json:"prompt_version"` Model string `json:"model,omitempty"` Provider string `json:"provider,omitempty"` } func (s *SmokeAINextSmokeService) GetOrGenerate(ctx context.Context, user *usermodel.User, asOf time.Time, planDate time.Time, promptVersion string, defaultSuggestion NextSmokeSuggestion) (AINextSmokeSuggestion, error) { if promptVersion == "" { promptVersion = "v1" } planDate = dateOnly(planDate) cachedAdvice, err := s.getCachedAdvice(ctx, int(user.ID), planDate, promptVersion) if err != nil { return AINextSmokeSuggestion{}, err } var cachedSuggestion *AINextSmokeSuggestion if cachedAdvice != nil { v, buildErr := s.buildFromCache(ctx, cachedAdvice) if buildErr != nil { log.Printf("[smoke_ai_next] cache_build_failed uid=%d plan_date=%s advice_id=%d err=%v", user.ID, planDate.Format("2006-01-02"), cachedAdvice.ID, buildErr) } else if !s.shouldRefreshCache(asOf, planDate, v) { log.Printf("[smoke_ai_next] cache_hit uid=%d plan_date=%s advice_id=%d", user.ID, planDate.Format("2006-01-02"), cachedAdvice.ID) return v, nil } else { log.Printf("[smoke_ai_next] cache_stale uid=%d plan_date=%s advice_id=%d suggested_at=%s nodes=%d", user.ID, planDate.Format("2006-01-02"), cachedAdvice.ID, v.SuggestedAt, len(v.TimeNodes)) cachedSuggestion = &v } } if s.cfg.APIKey == "" || s.cfg.Model == "" || s.cfg.BaseURL == "" { if cachedSuggestion != nil { log.Printf("[smoke_ai_next] ai_disabled_reuse_cache uid=%d plan_date=%s", user.ID, planDate.Format("2006-01-02")) return *cachedSuggestion, nil } return AINextSmokeSuggestion{}, ErrAINextServiceDisabled } allowed, err := s.isAllowed(ctx, user, planDate) if err != nil { if cachedSuggestion != nil { log.Printf("[smoke_ai_next] allow_check_failed_reuse_cache uid=%d plan_date=%s err=%v", user.ID, planDate.Format("2006-01-02"), err) return *cachedSuggestion, nil } return AINextSmokeSuggestion{}, err } if !allowed { if cachedSuggestion != nil { log.Printf("[smoke_ai_next] no_refresh_permission_reuse_cache uid=%d plan_date=%s", user.ID, planDate.Format("2006-01-02")) return *cachedSuggestion, nil } return AINextSmokeSuggestion{}, ErrAINextLocked } // 尝试复用 profile(用于 sleep window / 动机动力);如果读取失败则忽略。 profile := loadAdviceUserProfile(ctx, s.db, int(user.ID)) recent, err := s.loadRecent3Days(ctx, int(user.ID), planDate) if err != nil { return AINextSmokeSuggestion{}, err } minNotBefore := s.computeMinNotBefore(asOf, planDate, defaultSuggestion, profile) input := aiNextSmokeInput{ AsOf: asOf.In(time.Local).Format(time.RFC3339), PlanDate: planDate.Format("2006-01-02"), MinNotBeforeAt: minNotBefore.In(time.Local).Format(time.RFC3339), DefaultSuggestion: defaultSuggestion, Profile: profile, Recent3Days: recent, } inputJSON, _ := json.Marshal(input) output, outputJSON, modelName, tokensIn, tokensOut, err := s.callAI(ctx, int(user.ID), input) if err != nil { return AINextSmokeSuggestion{}, err } notBeforeAt, err := parseFlexibleTime(output.NotBeforeAt, planDate) if err != nil { return AINextSmokeSuggestion{}, fmt.Errorf("parse not_before_at: %w", err) } suggestedAt, err := parseFlexibleTime(output.SuggestedAt, planDate) if err != nil { return AINextSmokeSuggestion{}, fmt.Errorf("parse suggested_at: %w", err) } // 强制:AI 的“不早于”不可以早于 minNotBefore(避免比默认更激进,且支持明天计划)。 if notBeforeAt.Before(minNotBefore) { notBeforeAt = minNotBefore } if suggestedAt.Before(notBeforeAt) { suggestedAt = notBeforeAt } // 避免睡眠时间:若 profile 有作息,则把 not_before/suggested 落在睡眠区间的情况顺延到起床。 if profile != nil && strings.TrimSpace(profile.WakeUpTime) != "" && strings.TrimSpace(profile.SleepTime) != "" { if adjusted, ok, _ := adjustToWakeIfInSleep(notBeforeAt, profile.WakeUpTime, profile.SleepTime); ok { notBeforeAt = adjusted } if adjusted, ok, _ := adjustToWakeIfInSleep(suggestedAt, profile.WakeUpTime, profile.SleepTime); ok { suggestedAt = adjusted } if suggestedAt.Before(notBeforeAt) { suggestedAt = notBeforeAt } } nowUnix := time.Now().Unix() createTime := nowUnix updateTime := nowUnix // 1) 写入 AI 元信息与建议(复用 fa_smoke_ai_advice + type 区分) adviceRecord := smokemodel.SmokeAIAdvice{ UID: int(user.ID), Type: SmokeAIAdviceTypeNextSmoke, AdviceDate: planDate, PromptVersion: promptVersion, Provider: "openai-compatible", Model: modelName, InputSnapshot: inputJSON, Advice: strings.TrimSpace(output.Advice), TokensIn: tokensIn, TokensOut: tokensOut, UpdateTime: &updateTime, } if cachedAdvice == nil { adviceRecord.CreateTime = &createTime if err := s.db.WithContext(ctx).Create(&adviceRecord).Error; err != nil { return AINextSmokeSuggestion{}, fmt.Errorf("save ai next smoke advice: %w", err) } log.Printf("[smoke_ai_next] cache_write_create uid=%d plan_date=%s advice_id=%d", user.ID, planDate.Format("2006-01-02"), adviceRecord.ID) } else { adviceRecord.ID = cachedAdvice.ID adviceRecord.CreateTime = cachedAdvice.CreateTime var tokensInValue interface{} if tokensIn != nil { tokensInValue = *tokensIn } var tokensOutValue interface{} if tokensOut != nil { tokensOutValue = *tokensOut } if err := s.db.WithContext(ctx). Model(&smokemodel.SmokeAIAdvice{}). Where("id = ?", cachedAdvice.ID). Updates(map[string]interface{}{ "provider": adviceRecord.Provider, "model": adviceRecord.Model, "input_snapshot": adviceRecord.InputSnapshot, "advice": adviceRecord.Advice, "tokens_in": tokensInValue, "tokens_out": tokensOutValue, "updatetime": updateTime, }).Error; err != nil { return AINextSmokeSuggestion{}, fmt.Errorf("refresh ai next smoke advice: %w", err) } log.Printf("[smoke_ai_next] cache_write_refresh uid=%d plan_date=%s advice_id=%d", user.ID, planDate.Format("2006-01-02"), adviceRecord.ID) } // 2) 写入时间节点(每个时间点一条) nodes, err := s.normalizeNodes(output.TimeNodes, asOf, planDate, notBeforeAt, profile) if err != nil { return AINextSmokeSuggestion{}, err } if len(nodes) > 0 { if firstNodeAt, err := parseFlexibleTime(nodes[0], planDate); err == nil { suggestedAt = firstNodeAt.In(time.Local) if suggestedAt.Before(notBeforeAt) { suggestedAt = notBeforeAt } } } if cachedAdvice != nil { if err := s.db.WithContext(ctx). Where("ai_advice_id = ?", adviceRecord.ID). Delete(&smokemodel.SmokeAINextSmoke{}).Error; err != nil { return AINextSmokeSuggestion{}, fmt.Errorf("clear old ai next smoke nodes: %w", err) } } if err := s.saveNodes(ctx, int(user.ID), planDate, adviceRecord.ID, notBeforeAt, suggestedAt, nodes); err != nil { return AINextSmokeSuggestion{}, err } _ = outputJSON return AINextSmokeSuggestion{ PlanDate: planDate.Format("2006-01-02"), NotBeforeAt: notBeforeAt.In(time.Local).Format(time.RFC3339), SuggestedAt: suggestedAt.In(time.Local).Format(time.RFC3339), TimeNodes: nodes, Advice: adviceRecord.Advice, PromptVersion: adviceRecord.PromptVersion, Model: adviceRecord.Model, Provider: adviceRecord.Provider, }, nil } func (s *SmokeAINextSmokeService) GetCached(ctx context.Context, user *usermodel.User, planDate time.Time, promptVersion string) (AINextSmokeSuggestion, bool, error) { if promptVersion == "" { promptVersion = "v1" } planDate = dateOnly(planDate) cachedAdvice, err := s.getCachedAdvice(ctx, int(user.ID), planDate, promptVersion) if err != nil { return AINextSmokeSuggestion{}, false, err } if cachedAdvice == nil { return AINextSmokeSuggestion{}, false, nil } suggestion, err := s.buildFromCache(ctx, cachedAdvice) if err != nil { return AINextSmokeSuggestion{}, false, err } if s.shouldRefreshCache(time.Now().In(time.Local), planDate, suggestion) { log.Printf("[smoke_ai_next] cache_auto_expired uid=%d plan_date=%s advice_id=%d", user.ID, planDate.Format("2006-01-02"), cachedAdvice.ID) return AINextSmokeSuggestion{}, false, nil } log.Printf("[smoke_ai_next] cache_auto_hit uid=%d plan_date=%s advice_id=%d", user.ID, planDate.Format("2006-01-02"), cachedAdvice.ID) return suggestion, true, nil } func (s *SmokeAINextSmokeService) getCachedAdvice(ctx context.Context, uid int, planDate time.Time, promptVersion string) (*smokemodel.SmokeAIAdvice, error) { var record smokemodel.SmokeAIAdvice err := s.db.WithContext(ctx). Where("uid = ? AND type = ? AND advice_date = ? AND prompt_version = ? AND (deletetime IS NULL OR deletetime = 0)", uid, SmokeAIAdviceTypeNextSmoke, dateOnly(planDate).Format("2006-01-02"), promptVersion). Order("id DESC"). First(&record).Error if err == nil { return &record, nil } if errors.Is(err, gorm.ErrRecordNotFound) { return nil, nil } return nil, fmt.Errorf("load cached ai next smoke advice: %w", err) } func (s *SmokeAINextSmokeService) buildFromCache(ctx context.Context, advice *smokemodel.SmokeAIAdvice) (AINextSmokeSuggestion, error) { nodes, notBeforeAt, suggestedAt, err := s.loadNodes(ctx, advice.ID) if err != nil { return AINextSmokeSuggestion{}, err } return AINextSmokeSuggestion{ PlanDate: dateOnly(advice.AdviceDate).Format("2006-01-02"), NotBeforeAt: notBeforeAt.In(time.Local).Format(time.RFC3339), SuggestedAt: suggestedAt.In(time.Local).Format(time.RFC3339), TimeNodes: nodes, Advice: advice.Advice, PromptVersion: advice.PromptVersion, Model: advice.Model, Provider: advice.Provider, }, nil } func (s *SmokeAINextSmokeService) loadNodes(ctx context.Context, aiAdviceID uint) ([]string, time.Time, time.Time, error) { var rows []smokemodel.SmokeAINextSmoke if err := s.db.WithContext(ctx). Where("ai_advice_id = ? AND (deletetime IS NULL OR deletetime = 0)", aiAdviceID). Order("node_at ASC"). Find(&rows).Error; err != nil { return nil, time.Time{}, time.Time{}, fmt.Errorf("load ai next nodes: %w", err) } var notBeforeAt, suggestedAt time.Time var nodes []string for _, r := range rows { switch r.NodeType { case "not_before": notBeforeAt = r.NodeAt.In(time.Local) case "suggested": suggestedAt = r.NodeAt.In(time.Local) case "node": nodes = append(nodes, r.NodeAt.In(time.Local).Format("15:04")) } } if notBeforeAt.IsZero() { notBeforeAt = time.Now().In(time.Local) } if suggestedAt.IsZero() { suggestedAt = notBeforeAt } return nodes, notBeforeAt, suggestedAt, nil } func (s *SmokeAINextSmokeService) normalizeNodes(raw []string, asOf time.Time, planDate time.Time, notBeforeAt time.Time, profile *adviceUserProfile) ([]string, error) { now := asOf.In(time.Local) seen := map[string]bool{} out := make([]string, 0, 6) for _, v := range raw { if len(out) >= 6 { break } t, err := parseFlexibleTime(v, planDate) if err != nil { continue } t = t.In(time.Local) if dateOnly(t) != dateOnly(planDate) { continue } // 计划日期=今天:不能早于当前时间;计划日期=明天:这里通常不会早于 now。 if t.Before(now) && dateOnly(planDate).Equal(dateOnly(now)) { continue } if t.Before(notBeforeAt) { continue } if profile != nil && strings.TrimSpace(profile.WakeUpTime) != "" && strings.TrimSpace(profile.SleepTime) != "" { if adjusted, ok, _ := adjustToWakeIfInSleep(t, profile.WakeUpTime, profile.SleepTime); ok { t = adjusted } if t.Before(notBeforeAt) { continue } if dateOnly(t) != dateOnly(planDate) { continue } } label := t.Format("15:04") if seen[label] { continue } seen[label] = true out = append(out, label) } return out, nil } func (s *SmokeAINextSmokeService) shouldRefreshCache(asOf time.Time, planDate time.Time, suggestion AINextSmokeSuggestion) bool { if len(suggestion.TimeNodes) == 0 { return true } suggestedAt, err := parseFlexibleTime(suggestion.SuggestedAt, planDate) if err != nil { return true } asOf = asOf.In(time.Local) planDate = dateOnly(planDate) if dateOnly(suggestedAt) != planDate { return true } // 当天建议如果已经到点(或过期),视为缓存失效,触发刷新。 if planDate.Equal(dateOnly(asOf)) && !suggestedAt.After(asOf.Add(2*time.Minute)) { return true } return false } func (s *SmokeAINextSmokeService) computeMinNotBefore(asOf time.Time, planDate time.Time, defaultSuggestion NextSmokeSuggestion, profile *adviceUserProfile) time.Time { asOf = asOf.In(time.Local) planDate = dateOnly(planDate) today := dateOnly(asOf) if planDate.After(today) { min := time.Date(planDate.Year(), planDate.Month(), planDate.Day(), 7, 0, 0, 0, time.Local) if profile != nil && strings.TrimSpace(profile.WakeUpTime) != "" { if m, err := parseHHMMToMinutes(profile.WakeUpTime); err == nil { min = time.Date(planDate.Year(), planDate.Month(), planDate.Day(), m/60, m%60, 0, 0, time.Local) } } return min } if defaultSuggestion.NextSmokeAt != nil && !defaultSuggestion.NextSmokeAt.IsZero() { return defaultSuggestion.NextSmokeAt.In(time.Local) } return asOf.Add(5 * time.Minute) } func (s *SmokeAINextSmokeService) loadRecent3Days(ctx context.Context, uid int, planDate time.Time) ([]recentDaySnapshot, error) { planDate = dateOnly(planDate) today := dateOnly(time.Now().In(time.Local)) end := planDate if end.After(today) { end = today } start := end.AddDate(0, 0, -2) var logs []smokemodel.SmokeLog if err := s.db.WithContext(ctx). Where("uid = ? AND (deletetime IS NULL OR deletetime = 0)", uid). Where("smoke_time BETWEEN ? AND ?", start.Format("2006-01-02"), end.Format("2006-01-02")). Order("smoke_time ASC"). Order("COALESCE(smoke_at, FROM_UNIXTIME(createtime)) ASC"). Order("id ASC"). Find(&logs).Error; err != nil { return nil, fmt.Errorf("load recent logs: %w", err) } byDay := map[string]*recentDaySnapshot{} ensure := func(day time.Time) *recentDaySnapshot { key := dateOnly(day).Format("2006-01-02") if existing, ok := byDay[key]; ok { return existing } snap := &recentDaySnapshot{Date: key, Nodes: []recentDayNode{}} byDay[key] = snap return snap } for _, l := range logs { day := start if l.SmokeTime != nil { day = dateOnly(*l.SmokeTime) } snap := ensure(day) isResisted := l.Level == 0 && l.Num == 0 if isResisted { snap.ResistedCount++ } else if l.Num > 0 { snap.TotalNum += l.Num } if len(snap.Nodes) >= 50 { continue } eventAt, ok := lastEventTime(l) timeLabel := "" if ok { timeLabel = eventAt.In(time.Local).Format("15:04") } remark := strings.TrimSpace(l.Remark) if len(remark) > 80 { remark = remark[:80] } snap.Nodes = append(snap.Nodes, recentDayNode{ Time: timeLabel, Num: l.Num, Level: l.Level, IsResisted: isResisted, Remark: remark, }) } out := make([]recentDaySnapshot, 0, 3) for d := start; !d.After(end); d = d.AddDate(0, 0, 1) { key := d.Format("2006-01-02") if snap, ok := byDay[key]; ok { out = append(out, *snap) } else { out = append(out, recentDaySnapshot{Date: key, Nodes: []recentDayNode{}}) } } return out, nil } func (s *SmokeAINextSmokeService) isAllowed(ctx context.Context, user *usermodel.User, planDate time.Time) (bool, error) { isVIP, err := hasActiveMembership(ctx, s.db, user.MiniProgramID, user.ID, time.Now()) if err != nil { return false, err } if isVIP { return true, nil } return s.isUnlocked(ctx, int(user.ID), planDate) } func (s *SmokeAINextSmokeService) isUnlocked(ctx context.Context, uid int, planDate time.Time) (bool, error) { startOfDay := dateOnly(planDate) var unlock smokemodel.SmokeAIAdviceUnlock err := s.db.WithContext(ctx). Where("uid = ? AND unlock_date = ? AND (deletetime IS NULL OR deletetime = 0)", uid, startOfDay.Format("2006-01-02")). First(&unlock).Error if err == nil { return true, nil } if errors.Is(err, gorm.ErrRecordNotFound) { return false, nil } return false, fmt.Errorf("check unlock: %w", err) } func (s *SmokeAINextSmokeService) saveNodes(ctx context.Context, uid int, planDate time.Time, aiAdviceID uint, notBeforeAt time.Time, suggestedAt time.Time, nodes []string) error { nowUnix := time.Now().Unix() createTime := nowUnix updateTime := nowUnix rows := []smokemodel.SmokeAINextSmoke{ { UID: uid, PlanDate: planDate, AIAdviceID: aiAdviceID, NodeType: "not_before", NodeAt: notBeforeAt, CreateTime: &createTime, UpdateTime: &updateTime, }, { UID: uid, PlanDate: planDate, AIAdviceID: aiAdviceID, NodeType: "suggested", NodeAt: suggestedAt, CreateTime: &createTime, UpdateTime: &updateTime, }, } ref := planDate.In(time.Local) for _, label := range nodes { t, err := parseFlexibleTime(label, ref) if err != nil { continue } rows = append(rows, smokemodel.SmokeAINextSmoke{ UID: uid, PlanDate: planDate, AIAdviceID: aiAdviceID, NodeType: "node", NodeAt: t.In(time.Local), CreateTime: &createTime, UpdateTime: &updateTime, }) } if err := s.db.WithContext(ctx).Create(&rows).Error; err != nil { return fmt.Errorf("save ai next smoke nodes: %w", err) } return nil } func (s *SmokeAINextSmokeService) callAI(ctx context.Context, uid int, input aiNextSmokeInput) (aiNextSmokeOutput, []byte, string, *int, *int, error) { requestModel := preferredSmokeAIModel(s.cfg.Model) systemPrompt := strings.TrimSpace(` 你是一名专业的戒烟教练与行为改变顾问。你将收到一段 JSON,包含: - 现在时间(as_of) - 计划日期(plan_date):你输出的时间必须属于该日期 - 最小不早于时间(min_not_before_at):你输出的 not_before_at 必须 >= 该值 - 最近3天数据(recent_3_days):用于判断近期模式(含忍住记录) - 后端默认策略(default_suggestion):仅供参考 - 可选的用户 profile:包含作息时间、动机/动力 你必须只输出一段严格的 JSON(不要 Markdown、不要解释文字),格式: { "not_before_at": "RFC3339 时间字符串(含时区)", "suggested_at": "RFC3339 时间字符串(含时区)", "time_nodes": ["HH:MM", "HH:MM", ...], "advice": "一句话建议(<=200字)" } 约束: 1) not_before_at 必须 >= min_not_before_at; 2) suggested_at 必须 >= not_before_at; 3) 如果 profile 提供了 wake_up_time/sleep_time,建议时间与 time_nodes 不要落在睡眠区间;如不可避免,顺延到起床后; 4) time_nodes 只需要给出 plan_date 的 3~6 个“关键节点”(字符串 HH:MM),并且都不早于 not_before_at。 `) userPrompt := fmt.Sprintf("输入(JSON):\n%s", mustJSON(input)) appendSmokeAIDebugLog("next_smoke.request", map[string]interface{}{ "uid": uid, "model": requestModel, "system_prompt": systemPrompt, "user_prompt": userPrompt, "input": input, }) reqBody := chatCompletionRequest{ Model: requestModel, Messages: []chatMessage{ {Role: "system", Content: systemPrompt}, {Role: "user", Content: userPrompt}, }, Temperature: defaultTemperature, } payload, err := json.Marshal(reqBody) if err != nil { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("marshal ai request: %w", err) } endpoint := strings.TrimRight(s.cfg.BaseURL, "/") + "/chat/completions" httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, endpoint, bytes.NewReader(payload)) if err != nil { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("build ai request: %w", err) } httpReq.Header.Set("Content-Type", "application/json") httpReq.Header.Set("Authorization", "Bearer "+s.cfg.APIKey) resp, err := s.client.Do(httpReq) if err != nil { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("call ai: %w", err) } defer resp.Body.Close() body, err := io.ReadAll(resp.Body) if err != nil { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("read ai response: %w", err) } appendSmokeAIDebugLog("next_smoke.response", map[string]interface{}{ "uid": uid, "model": requestModel, "http_status": resp.StatusCode, "response_body": string(body), }) if resp.StatusCode != http.StatusOK { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("ai http %d: %s", resp.StatusCode, truncateString(string(body), 512)) } var parsed chatCompletionResponse if err := json.Unmarshal(body, &parsed); err != nil { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("parse ai response: %w", err) } if len(parsed.Choices) == 0 { return aiNextSmokeOutput{}, nil, "", nil, nil, errors.New("ai response has no choices") } content := strings.TrimSpace(parsed.Choices[0].Message.Content) if content == "" { return aiNextSmokeOutput{}, nil, "", nil, nil, errors.New("ai response content is empty") } jsonPart := extractJSONObject(content) if jsonPart == "" { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("ai response is not json: %s", truncateString(content, 256)) } var out aiNextSmokeOutput if err := json.Unmarshal([]byte(jsonPart), &out); err != nil { return aiNextSmokeOutput{}, nil, "", nil, nil, fmt.Errorf("unmarshal ai json: %w", err) } modelName := parsed.Model if modelName == "" { modelName = requestModel } var tokensIn, tokensOut *int if parsed.Usage != nil { tokensIn = &parsed.Usage.PromptTokens tokensOut = &parsed.Usage.CompletionTokens } return out, []byte(jsonPart), modelName, tokensIn, tokensOut, nil } func extractJSONObject(s string) string { start := strings.Index(s, "{") end := strings.LastIndex(s, "}") if start < 0 || end < 0 || end <= start { return "" } return s[start : end+1] } func parseFlexibleTime(value string, ref time.Time) (time.Time, error) { value = strings.TrimSpace(value) if value == "" { return time.Time{}, errors.New("empty time") } if t, err := time.Parse(time.RFC3339, value); err == nil { return t.In(time.Local), nil } if t, err := time.ParseInLocation("2006-01-02 15:04:05", value, time.Local); err == nil { return t.In(time.Local), nil } // 仅提供 HH:MM:使用 ref 的日期 if len(value) == 5 && value[2] == ':' { min, err := parseHHMMToMinutes(value) if err != nil { return time.Time{}, err } r := ref.In(time.Local) return time.Date(r.Year(), r.Month(), r.Day(), min/60, min%60, 0, 0, time.Local), nil } return time.Time{}, fmt.Errorf("unsupported time format: %s", value) }