Merge pull request #1274 from feitianbubu/feat/add-channel-jimeng

feat: 支持即梦视频渠道

.env.example

@@ -59,7 +59,7 @@
 # 设置 Dify 渠道是否输出工作流和节点信息到客户端
 # DIFY_DEBUG=true
 # 设置流式一次回复的超时时间
-# STREAMING_TIMEOUT=90
+# STREAMING_TIMEOUT=120
 
 
 # 节点类型

Dockerfile

@@ -24,8 +24,7 @@ RUN go build -ldflags "-s -w -X 'one-api/common.Version=$(cat VERSION)'" -o one-
 
 FROM alpine
 
-RUN apk update \
-    && apk upgrade \
+RUN apk upgrade --no-cache \
     && apk add --no-cache ca-certificates tzdata ffmpeg \
     && update-ca-certificates
 

README.en.md

@@ -100,7 +100,7 @@ This version supports multiple models, please refer to [API Documentation-Relay
 For detailed configuration instructions, please refer to [Installation Guide-Environment Variables Configuration](https://docs.newapi.pro/installation/environment-variables):
 
 - `GENERATE_DEFAULT_TOKEN`: Whether to generate initial tokens for newly registered users, default is `false`
-- `STREAMING_TIMEOUT`: Streaming response timeout, default is 60 seconds
+- `STREAMING_TIMEOUT`: Streaming response timeout, default is 120 seconds
 - `DIFY_DEBUG`: Whether to output workflow and node information for Dify channels, default is `true`
 - `FORCE_STREAM_OPTION`: Whether to override client stream_options parameter, default is `true`
 - `GET_MEDIA_TOKEN`: Whether to count image tokens, default is `true`

README.md

@@ -103,7 +103,7 @@ New API提供了丰富的功能，详细特性请参考[特性说明](https://do
 详细配置说明请参考[安装指南-环境变量配置](https://docs.newapi.pro/installation/environment-variables)：
 
 - `GENERATE_DEFAULT_TOKEN`：是否为新注册用户生成初始令牌，默认为 `false`
-- `STREAMING_TIMEOUT`：流式回复超时时间，默认60秒
+- `STREAMING_TIMEOUT`：流式回复超时时间，默认120秒
 - `DIFY_DEBUG`：Dify渠道是否输出工作流和节点信息，默认 `true`
 - `FORCE_STREAM_OPTION`：是否覆盖客户端stream_options参数，默认 `true`
 - `GET_MEDIA_TOKEN`：是否统计图片token，默认 `true`

common/constants.go

@@ -241,6 +241,8 @@ const (
 	ChannelTypeXinference     = 47
 	ChannelTypeXai            = 48
 	ChannelTypeCoze           = 49
+	ChannelTypeKling          = 50
+	ChannelTypeJimeng         = 51
 	ChannelTypeDummy          // this one is only for count, do not add any channel after this
 
 )
@@ -296,4 +298,6 @@ var ChannelBaseURLs = []string{
 	"",                                          //47
 	"https://api.x.ai",                          //48
 	"https://api.coze.cn",                       //49
+	"https://api.klingai.com",                   //50
+	"https://visual.volcengineapi.com",          //51
 }

common/utils.go

@@ -13,6 +13,7 @@ import (
 	"math/big"
 	"math/rand"
 	"net"
+	"net/url"
 	"os"
 	"os/exec"
 	"runtime"
@@ -284,3 +285,20 @@ func GetAudioDuration(ctx context.Context, filename string, ext string) (float64
   }
 	return strconv.ParseFloat(durationStr, 64)
 }
+
+// BuildURL concatenates base and endpoint, returns the complete url string
+func BuildURL(base string, endpoint string) string {
+	u, err := url.Parse(base)
+	if err != nil {
+		return base + endpoint
+	}
+	end := endpoint
+	if end == "" {
+		end = "/"
+	}
+	ref, err := url.Parse(end)
+	if err != nil {
+		return base + endpoint
+	}
+	return u.ResolveReference(ref).String()
+}

constant/context_key.go

@@ -7,4 +7,5 @@ const (
 	ContextKeyUserStatus       = "user_status"
 	ContextKeyUserEmail        = "user_email"
 	ContextKeyUserGroup        = "user_group"
+	ContextKeyUsingGroup       = "group"
 )

constant/env.go

@@ -23,7 +23,7 @@ var ErrorLogEnabled bool
 //}
 
 func InitEnv() {
-	StreamingTimeout = common.GetEnvOrDefault("STREAMING_TIMEOUT", 60)
+	StreamingTimeout = common.GetEnvOrDefault("STREAMING_TIMEOUT", 120)
 	DifyDebug = common.GetEnvOrDefaultBool("DIFY_DEBUG", true)
 	MaxFileDownloadMB = common.GetEnvOrDefault("MAX_FILE_DOWNLOAD_MB", 20)
 	// ForceStreamOption 覆盖请求参数，强制返回usage信息

constant/task.go

@@ -5,6 +5,8 @@ type TaskPlatform string
 const (
 	TaskPlatformSuno       TaskPlatform = "suno"
 	TaskPlatformMidjourney              = "mj"
+	TaskPlatformKling      TaskPlatform = "kling"
+	TaskPlatformJimeng     TaskPlatform = "jimeng"
 )
 
 const (

controller/channel-billing.go

@@ -4,11 +4,13 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	"github.com/shopspring/decimal"
 	"io"
 	"net/http"
 	"one-api/common"
 	"one-api/model"
 	"one-api/service"
+	"one-api/setting"
 	"strconv"
 	"time"
 
@@ -304,6 +306,40 @@ func updateChannelOpenRouterBalance(channel *model.Channel) (float64, error) {
 	return balance, nil
 }
 
+func updateChannelMoonshotBalance(channel *model.Channel) (float64, error) {
+	url := "https://api.moonshot.cn/v1/users/me/balance"
+	body, err := GetResponseBody("GET", url, channel, GetAuthHeader(channel.Key))
+	if err != nil {
+		return 0, err
+	}
+
+	type MoonshotBalanceData struct {
+		AvailableBalance float64 `json:"available_balance"`
+		VoucherBalance   float64 `json:"voucher_balance"`
+		CashBalance      float64 `json:"cash_balance"`
+	}
+
+	type MoonshotBalanceResponse struct {
+		Code   int                 `json:"code"`
+		Data   MoonshotBalanceData `json:"data"`
+		Scode  string              `json:"scode"`
+		Status bool                `json:"status"`
+	}
+
+	response := MoonshotBalanceResponse{}
+	err = json.Unmarshal(body, &response)
+	if err != nil {
+		return 0, err
+	}
+	if !response.Status || response.Code != 0 {
+		return 0, fmt.Errorf("failed to update moonshot balance, status: %v, code: %d, scode: %s", response.Status, response.Code, response.Scode)
+	}
+	availableBalanceCny := response.Data.AvailableBalance
+	availableBalanceUsd := decimal.NewFromFloat(availableBalanceCny).Div(decimal.NewFromFloat(setting.Price)).InexactFloat64()
+	channel.UpdateBalance(availableBalanceUsd)
+	return availableBalanceUsd, nil
+}
+
 func updateChannelBalance(channel *model.Channel) (float64, error) {
 	baseURL := common.ChannelBaseURLs[channel.Type]
 	if channel.GetBaseURL() == "" {
@@ -332,6 +368,8 @@ func updateChannelBalance(channel *model.Channel) (float64, error) {
 		return updateChannelDeepSeekBalance(channel)
 	case common.ChannelTypeOpenRouter:
 		return updateChannelOpenRouterBalance(channel)
+	case common.ChannelTypeMoonshot:
+		return updateChannelMoonshotBalance(channel)
 	default:
 		return 0, errors.New("尚未实现")
 	}

controller/channel-test.go

@@ -40,6 +40,12 @@ func testChannel(channel *model.Channel, testModel string) (err error, openAIErr
 	if channel.Type == common.ChannelTypeSunoAPI {
 		return errors.New("suno channel test is not supported"), nil
 	}
+	if channel.Type == common.ChannelTypeKling {
+		return errors.New("kling channel test is not supported"), nil
+	}
+	if channel.Type == common.ChannelTypeJimeng {
+		return errors.New("jimeng channel test is not supported"), nil
+	}
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
 
@@ -90,7 +96,7 @@ func testChannel(channel *model.Channel, testModel string) (err error, openAIErr
 
 	info := relaycommon.GenRelayInfo(c)
 
-	err = helper.ModelMappedHelper(c, info)
+	err = helper.ModelMappedHelper(c, info, nil)
 	if err != nil {
 		return err, nil
 	}
@@ -165,10 +171,10 @@ func testChannel(channel *model.Channel, testModel string) (err error, openAIErr
 	tok := time.Now()
 	milliseconds := tok.Sub(tik).Milliseconds()
 	consumedTime := float64(milliseconds) / 1000.0
-	other := service.GenerateTextOtherInfo(c, info, priceData.ModelRatio, priceData.GroupRatio, priceData.CompletionRatio,
-		usage.PromptTokensDetails.CachedTokens, priceData.CacheRatio, priceData.ModelPrice, priceData.UserGroupRatio)
+	other := service.GenerateTextOtherInfo(c, info, priceData.ModelRatio, priceData.GroupRatioInfo.GroupRatio, priceData.CompletionRatio,
+		usage.PromptTokensDetails.CachedTokens, priceData.CacheRatio, priceData.ModelPrice, priceData.GroupRatioInfo.GroupSpecialRatio)
 	model.RecordConsumeLog(c, 1, channel.Id, usage.PromptTokens, usage.CompletionTokens, info.OriginModelName, "模型测试",
-		quota, "模型测试", 0, quota, int(consumedTime), false, info.Group, other)
+		quota, "模型测试", 0, quota, int(consumedTime), false, info.UsingGroup, other)
 	common.SysLog(fmt.Sprintf("testing channel #%d, response: \n%s", channel.Id, string(respBody)))
 	return nil, nil
 }
@@ -312,7 +318,7 @@ func testAllChannels(notify bool) error {
 			channel.UpdateResponseTime(milliseconds)
 			time.Sleep(common.RequestInterval)
 		}
-		
+
 		if notify {
 			service.NotifyRootUser(dto.NotifyTypeChannelTest, "通道测试完成", "所有通道测试已完成")
 		}

controller/channel.go

@@ -40,6 +40,17 @@ type OpenAIModelsResponse struct {
 	Success bool          `json:"success"`
 }
 
+func parseStatusFilter(statusParam string) int {
+	switch strings.ToLower(statusParam) {
+	case "enabled", "1":
+		return common.ChannelStatusEnabled
+	case "disabled", "0":
+		return 0
+	default:
+		return -1
+	}
+}
+
 func GetAllChannels(c *gin.Context) {
 	p, _ := strconv.Atoi(c.Query("p"))
 	pageSize, _ := strconv.Atoi(c.Query("page_size"))
@@ -52,44 +63,100 @@ func GetAllChannels(c *gin.Context) {
 	channelData := make([]*model.Channel, 0)
 	idSort, _ := strconv.ParseBool(c.Query("id_sort"))
 	enableTagMode, _ := strconv.ParseBool(c.Query("tag_mode"))
+	statusParam := c.Query("status")
+	// statusFilter: -1 all, 1 enabled, 0 disabled (include auto & manual)
+	statusFilter := parseStatusFilter(statusParam)
+	// type filter
+	typeStr := c.Query("type")
+	typeFilter := -1
+	if typeStr != "" {
+		if t, err := strconv.Atoi(typeStr); err == nil {
+			typeFilter = t
+		}
+	}
 
 	var total int64
 
 	if enableTagMode {
-		// tag 分页：先分页 tag，再取各 tag 下 channels
 		tags, err := model.GetPaginatedTags((p-1)*pageSize, pageSize)
 		if err != nil {
 			c.JSON(http.StatusOK, gin.H{"success": false, "message": err.Error()})
 			return
 		}
 		for _, tag := range tags {
-			if tag != nil && *tag != "" {
-				tagChannel, err := model.GetChannelsByTag(*tag, idSort)
-				if err == nil {
-					channelData = append(channelData, tagChannel...)
-				}
+			if tag == nil || *tag == "" {
+				continue
 			}
+			tagChannels, err := model.GetChannelsByTag(*tag, idSort)
+			if err != nil {
+				continue
+			}
+			filtered := make([]*model.Channel, 0)
+			for _, ch := range tagChannels {
+				if statusFilter == common.ChannelStatusEnabled && ch.Status != common.ChannelStatusEnabled {
+					continue
+				}
+				if statusFilter == 0 && ch.Status == common.ChannelStatusEnabled {
+					continue
+				}
+				if typeFilter >= 0 && ch.Type != typeFilter {
+					continue
+				}
+				filtered = append(filtered, ch)
+			}
+			channelData = append(channelData, filtered...)
 		}
-		// 计算 tag 总数用于分页
 		total, _ = model.CountAllTags()
 	} else {
-		channels, err := model.GetAllChannels((p-1)*pageSize, pageSize, false, idSort)
+		baseQuery := model.DB.Model(&model.Channel{})
+		if typeFilter >= 0 {
+			baseQuery = baseQuery.Where("type = ?", typeFilter)
+		}
+		if statusFilter == common.ChannelStatusEnabled {
+			baseQuery = baseQuery.Where("status = ?", common.ChannelStatusEnabled)
+		} else if statusFilter == 0 {
+			baseQuery = baseQuery.Where("status != ?", common.ChannelStatusEnabled)
+		}
+
+		baseQuery.Count(&total)
+
+		order := "priority desc"
+		if idSort {
+			order = "id desc"
+		}
+
+		err := baseQuery.Order(order).Limit(pageSize).Offset((p-1)*pageSize).Omit("key").Find(&channelData).Error
 		if err != nil {
 			c.JSON(http.StatusOK, gin.H{"success": false, "message": err.Error()})
 			return
 		}
-		channelData = channels
-		total, _ = model.CountAllChannels()
+	}
+
+	countQuery := model.DB.Model(&model.Channel{})
+	if statusFilter == common.ChannelStatusEnabled {
+		countQuery = countQuery.Where("status = ?", common.ChannelStatusEnabled)
+	} else if statusFilter == 0 {
+		countQuery = countQuery.Where("status != ?", common.ChannelStatusEnabled)
+	}
+	var results []struct {
+		Type  int64
+		Count int64
+	}
+	_ = countQuery.Select("type, count(*) as count").Group("type").Find(&results).Error
+	typeCounts := make(map[int64]int64)
+	for _, r := range results {
+		typeCounts[r.Type] = r.Count
 	}
 
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
 		"data": gin.H{
-			"items":     channelData,
-			"total":     total,
-			"page":      p,
-			"page_size": pageSize,
+			"items":       channelData,
+			"total":       total,
+			"page":        p,
+			"page_size":   pageSize,
+			"type_counts": typeCounts,
 		},
 	})
 	return
@@ -114,13 +181,6 @@ func FetchUpstreamModels(c *gin.Context) {
 		return
 	}
 
-	//if channel.Type != common.ChannelTypeOpenAI {
-	//	c.JSON(http.StatusOK, gin.H{
-	//		"success": false,
-	//		"message": "仅支持 OpenAI 类型渠道",
-	//	})
-	//	return
-	//}
 	baseURL := common.ChannelBaseURLs[channel.Type]
 	if channel.GetBaseURL() != "" {
 		baseURL = channel.GetBaseURL()
@@ -186,6 +246,8 @@ func SearchChannels(c *gin.Context) {
 	keyword := c.Query("keyword")
 	group := c.Query("group")
 	modelKeyword := c.Query("model")
+	statusParam := c.Query("status")
+	statusFilter := parseStatusFilter(statusParam)
 	idSort, _ := strconv.ParseBool(c.Query("id_sort"))
 	enableTagMode, _ := strconv.ParseBool(c.Query("tag_mode"))
 	channelData := make([]*model.Channel, 0)
@@ -217,10 +279,74 @@ func SearchChannels(c *gin.Context) {
 		}
 		channelData = channels
 	}
+
+	if statusFilter == common.ChannelStatusEnabled || statusFilter == 0 {
+		filtered := make([]*model.Channel, 0, len(channelData))
+		for _, ch := range channelData {
+			if statusFilter == common.ChannelStatusEnabled && ch.Status != common.ChannelStatusEnabled {
+				continue
+			}
+			if statusFilter == 0 && ch.Status == common.ChannelStatusEnabled {
+				continue
+			}
+			filtered = append(filtered, ch)
+		}
+		channelData = filtered
+	}
+
+	// calculate type counts for search results
+	typeCounts := make(map[int64]int64)
+	for _, channel := range channelData {
+		typeCounts[int64(channel.Type)]++
+	}
+
+	typeParam := c.Query("type")
+	typeFilter := -1
+	if typeParam != "" {
+		if tp, err := strconv.Atoi(typeParam); err == nil {
+			typeFilter = tp
+		}
+	}
+
+	if typeFilter >= 0 {
+		filtered := make([]*model.Channel, 0, len(channelData))
+		for _, ch := range channelData {
+			if ch.Type == typeFilter {
+				filtered = append(filtered, ch)
+			}
+		}
+		channelData = filtered
+	}
+
+	page, _ := strconv.Atoi(c.DefaultQuery("p", "1"))
+	pageSize, _ := strconv.Atoi(c.DefaultQuery("page_size", "20"))
+	if page < 1 {
+		page = 1
+	}
+	if pageSize <= 0 {
+		pageSize = 20
+	}
+
+	total := len(channelData)
+	startIdx := (page - 1) * pageSize
+	if startIdx > total {
+		startIdx = total
+	}
+	endIdx := startIdx + pageSize
+	if endIdx > total {
+		endIdx = total
+	}
+
+	pagedData := channelData[startIdx:endIdx]
+
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",
-		"data":    channelData,
+		"data": gin.H{
+			"items":       pagedData,
+			"total":       total,
+			"type_counts": typeCounts,
+		},
 	})
 	return
 }
@@ -516,6 +642,7 @@ func UpdateChannel(c *gin.Context) {
 		})
 		return
 	}
+	channel.Key = ""
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",

controller/group.go

@@ -1,15 +1,17 @@
 package controller
 
 import (
-	"github.com/gin-gonic/gin"
 	"net/http"
 	"one-api/model"
 	"one-api/setting"
+	"one-api/setting/ratio_setting"
+
+	"github.com/gin-gonic/gin"
 )
 
 func GetGroups(c *gin.Context) {
 	groupNames := make([]string, 0)
-	for groupName, _ := range setting.GetGroupRatioCopy() {
+	for groupName := range ratio_setting.GetGroupRatioCopy() {
 		groupNames = append(groupNames, groupName)
 	}
 	c.JSON(http.StatusOK, gin.H{
@@ -24,7 +26,7 @@ func GetUserGroups(c *gin.Context) {
 	userGroup := ""
 	userId := c.GetInt("id")
 	userGroup, _ = model.GetUserGroup(userId, false)
-	for groupName, ratio := range setting.GetGroupRatioCopy() {
+	for groupName, ratio := range ratio_setting.GetGroupRatioCopy() {
 		// UserUsableGroups contains the groups that the user can use
 		userUsableGroups := setting.GetUserUsableGroups(userGroup)
 		if desc, ok := userUsableGroups[groupName]; ok {
@@ -34,6 +36,12 @@ func GetUserGroups(c *gin.Context) {
 			}
 		}
 	}
+	if setting.GroupInUserUsableGroups("auto") {
+		usableGroups["auto"] = map[string]interface{}{
+			"ratio": "自动",
+			"desc":  setting.GetUsableGroupDescription("auto"),
+		}
+	}
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",

controller/misc.go

@@ -9,9 +9,9 @@ import (
 	"one-api/middleware"
 	"one-api/model"
 	"one-api/setting"
+	"one-api/setting/console_setting"
 	"one-api/setting/operation_setting"
 	"one-api/setting/system_setting"
-	"one-api/setting/console_setting"
 	"strings"
 
 	"github.com/gin-gonic/gin"
@@ -41,46 +41,48 @@ func GetStatus(c *gin.Context) {
 	cs := console_setting.GetConsoleSetting()
 
 	data := gin.H{
-		"version":                     common.Version,
-		"start_time":                  common.StartTime,
-		"email_verification":          common.EmailVerificationEnabled,
-		"github_oauth":                common.GitHubOAuthEnabled,
-		"github_client_id":            common.GitHubClientId,
-		"linuxdo_oauth":               common.LinuxDOOAuthEnabled,
-		"linuxdo_client_id":           common.LinuxDOClientId,
-		"telegram_oauth":              common.TelegramOAuthEnabled,
-		"telegram_bot_name":           common.TelegramBotName,
-		"system_name":                 common.SystemName,
-		"logo":                        common.Logo,
-		"footer_html":                 common.Footer,
-		"wechat_qrcode":               common.WeChatAccountQRCodeImageURL,
-		"wechat_login":                common.WeChatAuthEnabled,
-		"server_address":              setting.ServerAddress,
-		"price":                       setting.Price,
-		"min_topup":                   setting.MinTopUp,
-		"turnstile_check":             common.TurnstileCheckEnabled,
-		"turnstile_site_key":          common.TurnstileSiteKey,
-		"top_up_link":                 common.TopUpLink,
-		"docs_link":                   operation_setting.GetGeneralSetting().DocsLink,
-		"quota_per_unit":              common.QuotaPerUnit,
-		"display_in_currency":         common.DisplayInCurrencyEnabled,
-		"enable_batch_update":         common.BatchUpdateEnabled,
-		"enable_drawing":              common.DrawingEnabled,
-		"enable_task":                 common.TaskEnabled,
-		"enable_data_export":          common.DataExportEnabled,
-		"data_export_default_time":    common.DataExportDefaultTime,
-		"default_collapse_sidebar":    common.DefaultCollapseSidebar,
-		"enable_online_topup":         setting.PayAddress != "" && setting.EpayId != "" && setting.EpayKey != "",
-		"mj_notify_enabled":           setting.MjNotifyEnabled,
-		"chats":                       setting.Chats,
-		"demo_site_enabled":           operation_setting.DemoSiteEnabled,
-		"self_use_mode_enabled":       operation_setting.SelfUseModeEnabled,
+		"version":                  common.Version,
+		"start_time":               common.StartTime,
+		"email_verification":       common.EmailVerificationEnabled,
+		"github_oauth":             common.GitHubOAuthEnabled,
+		"github_client_id":         common.GitHubClientId,
+		"linuxdo_oauth":            common.LinuxDOOAuthEnabled,
+		"linuxdo_client_id":        common.LinuxDOClientId,
+		"telegram_oauth":           common.TelegramOAuthEnabled,
+		"telegram_bot_name":        common.TelegramBotName,
+		"system_name":              common.SystemName,
+		"logo":                     common.Logo,
+		"footer_html":              common.Footer,
+		"wechat_qrcode":            common.WeChatAccountQRCodeImageURL,
+		"wechat_login":             common.WeChatAuthEnabled,
+		"server_address":           setting.ServerAddress,
+		"price":                    setting.Price,
+		"min_topup":                setting.MinTopUp,
+		"turnstile_check":          common.TurnstileCheckEnabled,
+		"turnstile_site_key":       common.TurnstileSiteKey,
+		"top_up_link":              common.TopUpLink,
+		"docs_link":                operation_setting.GetGeneralSetting().DocsLink,
+		"quota_per_unit":           common.QuotaPerUnit,
+		"display_in_currency":      common.DisplayInCurrencyEnabled,
+		"enable_batch_update":      common.BatchUpdateEnabled,
+		"enable_drawing":           common.DrawingEnabled,
+		"enable_task":              common.TaskEnabled,
+		"enable_data_export":       common.DataExportEnabled,
+		"data_export_default_time": common.DataExportDefaultTime,
+		"default_collapse_sidebar": common.DefaultCollapseSidebar,
+		"enable_online_topup":      setting.PayAddress != "" && setting.EpayId != "" && setting.EpayKey != "",
+		"mj_notify_enabled":        setting.MjNotifyEnabled,
+		"chats":                    setting.Chats,
+		"demo_site_enabled":        operation_setting.DemoSiteEnabled,
+		"self_use_mode_enabled":    operation_setting.SelfUseModeEnabled,
+		"default_use_auto_group":   setting.DefaultUseAutoGroup,
+		"pay_methods":              setting.PayMethods,
 
 		// 面板启用开关
-		"api_info_enabled":            cs.ApiInfoEnabled,
-		"uptime_kuma_enabled":         cs.UptimeKumaEnabled,
-		"announcements_enabled":       cs.AnnouncementsEnabled,
-		"faq_enabled":                 cs.FAQEnabled,
+		"api_info_enabled":      cs.ApiInfoEnabled,
+		"uptime_kuma_enabled":   cs.UptimeKumaEnabled,
+		"announcements_enabled": cs.AnnouncementsEnabled,
+		"faq_enabled":           cs.FAQEnabled,
 
 		"oidc_enabled":                system_setting.GetOIDCSettings().Enabled,
 		"oidc_client_id":              system_setting.GetOIDCSettings().ClientId,

controller/model.go

@@ -2,7 +2,7 @@ package controller
 
 import (
 	"fmt"
-	"github.com/gin-gonic/gin"
+	"github.com/samber/lo"
 	"net/http"
 	"one-api/common"
 	"one-api/constant"
@@ -15,6 +15,9 @@ import (
 	"one-api/relay/channel/moonshot"
 	relaycommon "one-api/relay/common"
 	relayconstant "one-api/relay/constant"
+	"one-api/setting"
+
+	"github.com/gin-gonic/gin"
 )
 
 // https://platform.openai.com/docs/api-reference/models/list
@@ -134,6 +137,9 @@ func init() {
 		adaptor.Init(meta)
 		channelId2Models[i] = adaptor.GetModelList()
 	}
+	openAIModels = lo.UniqBy(openAIModels, func(m dto.OpenAIModels) string {
+		return m.Id
+	})
 }
 
 func ListModels(c *gin.Context) {
@@ -179,7 +185,19 @@ func ListModels(c *gin.Context) {
 		if tokenGroup != "" {
 			group = tokenGroup
 		}
-		models := model.GetGroupModels(group)
+		var models []string
+		if tokenGroup == "auto" {
+			for _, autoGroup := range setting.AutoGroups {
+				groupModels := model.GetGroupModels(autoGroup)
+				for _, g := range groupModels {
+					if !common.StringsContains(models, g) {
+						models = append(models, g)
+					}
+				}
+			}
+		} else {
+			models = model.GetGroupModels(group)
+		}
 		for _, s := range models {
 			if _, ok := openAIModelsMap[s]; ok {
 				userOpenAiModels = append(userOpenAiModels, openAIModelsMap[s])

controller/option.go

@@ -7,6 +7,7 @@ import (
 	"one-api/model"
 	"one-api/setting"
 	"one-api/setting/console_setting"
+	"one-api/setting/ratio_setting"
 	"one-api/setting/system_setting"
 	"strings"
 
@@ -103,7 +104,7 @@ func UpdateOption(c *gin.Context) {
 			return
 		}
 	case "GroupRatio":
-		err = setting.CheckGroupRatio(option.Value)
+		err = ratio_setting.CheckGroupRatio(option.Value)
 		if err != nil {
 			c.JSON(http.StatusOK, gin.H{
 				"success": false,

controller/playground.go

@@ -3,7 +3,6 @@ package controller
 import (
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"net/http"
 	"one-api/common"
 	"one-api/constant"
@@ -13,6 +12,8 @@ import (
 	"one-api/service"
 	"one-api/setting"
 	"time"
+
+	"github.com/gin-gonic/gin"
 )
 
 func Playground(c *gin.Context) {
@@ -57,13 +58,22 @@ func Playground(c *gin.Context) {
 		c.Set("group", group)
 	}
 	c.Set("token_name", "playground-"+group)
-	channel, err := model.CacheGetRandomSatisfiedChannel(group, playgroundRequest.Model, 0)
+	channel, finalGroup, err := model.CacheGetRandomSatisfiedChannel(c, group, playgroundRequest.Model, 0)
 	if err != nil {
-		message := fmt.Sprintf("当前分组 %s 下对于模型 %s 无可用渠道", group, playgroundRequest.Model)
+		message := fmt.Sprintf("当前分组 %s 下对于模型 %s 无可用渠道", finalGroup, playgroundRequest.Model)
 		openaiErr = service.OpenAIErrorWrapperLocal(errors.New(message), "get_playground_channel_failed", http.StatusInternalServerError)
 		return
 	}
 	middleware.SetupContextForSelectedChannel(c, channel, playgroundRequest.Model)
 	c.Set(constant.ContextKeyRequestStartTime, time.Now())
+
+	// Write user context to ensure acceptUnsetRatio is available
+	userId := c.GetInt("id")
+	userCache, err := model.GetUserCache(userId)
+	if err != nil {
+		openaiErr = service.OpenAIErrorWrapperLocal(err, "get_user_cache_failed", http.StatusInternalServerError)
+		return
+	}
+	userCache.WriteContext(c)
 	Relay(c)
 }

controller/pricing.go

@@ -3,7 +3,7 @@ package controller
 import (
 	"one-api/model"
 	"one-api/setting"
-	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
 
 	"github.com/gin-gonic/gin"
 )
@@ -13,7 +13,7 @@ func GetPricing(c *gin.Context) {
 	userId, exists := c.Get("id")
 	usableGroup := map[string]string{}
 	groupRatio := map[string]float64{}
-	for s, f := range setting.GetGroupRatioCopy() {
+	for s, f := range ratio_setting.GetGroupRatioCopy() {
 		groupRatio[s] = f
 	}
 	var group string
@@ -22,7 +22,7 @@ func GetPricing(c *gin.Context) {
 		if err == nil {
 			group = user.Group
 			for g := range groupRatio {
-				ratio, ok := setting.GetGroupGroupRatio(group, g)
+				ratio, ok := ratio_setting.GetGroupGroupRatio(group, g)
 				if ok {
 					groupRatio[g] = ratio
 				}
@@ -32,7 +32,7 @@ func GetPricing(c *gin.Context) {
 
 	usableGroup = setting.GetUserUsableGroups(group)
 	// check groupRatio contains usableGroup
-	for group := range setting.GetGroupRatioCopy() {
+	for group := range ratio_setting.GetGroupRatioCopy() {
 		if _, ok := usableGroup[group]; !ok {
 			delete(groupRatio, group)
 		}
@@ -47,7 +47,7 @@ func GetPricing(c *gin.Context) {
 }
 
 func ResetModelRatio(c *gin.Context) {
-	defaultStr := operation_setting.DefaultModelRatio2JSONString()
+	defaultStr := ratio_setting.DefaultModelRatio2JSONString()
 	err := model.UpdateOption("ModelRatio", defaultStr)
 	if err != nil {
 		c.JSON(200, gin.H{
@@ -56,7 +56,7 @@ func ResetModelRatio(c *gin.Context) {
 		})
 		return
 	}
-	err = operation_setting.UpdateModelRatioByJSONString(defaultStr)
+	err = ratio_setting.UpdateModelRatioByJSONString(defaultStr)
 	if err != nil {
 		c.JSON(200, gin.H{
 			"success": false,

controller/ratio_config.go

@@ -0,0 +1,24 @@
+package controller
+
+import (
+    "net/http"
+    "one-api/setting/ratio_setting"
+
+    "github.com/gin-gonic/gin"
+)
+
+func GetRatioConfig(c *gin.Context) {
+    if !ratio_setting.IsExposeRatioEnabled() {
+        c.JSON(http.StatusForbidden, gin.H{
+            "success": false,
+            "message": "倍率配置接口未启用",
+        })
+        return
+    }
+
+    c.JSON(http.StatusOK, gin.H{
+        "success": true,
+        "message": "",
+        "data":    ratio_setting.GetExposedData(),
+    })
+} 

controller/ratio_sync.go

@@ -0,0 +1,474 @@
+package controller
+
+import (
+    "context"
+    "encoding/json"
+    "fmt"
+    "net/http"
+    "strings"
+    "sync"
+    "time"
+
+    "one-api/common"
+    "one-api/dto"
+    "one-api/model"
+    "one-api/setting/ratio_setting"
+
+    "github.com/gin-gonic/gin"
+)
+
+const (
+    defaultTimeoutSeconds  = 10
+    defaultEndpoint        = "/api/ratio_config"
+    maxConcurrentFetches   = 8
+)
+
+var ratioTypes = []string{"model_ratio", "completion_ratio", "cache_ratio", "model_price"}
+
+type upstreamResult struct {
+    Name string                 `json:"name"`
+    Data map[string]any         `json:"data,omitempty"`
+    Err  string                 `json:"err,omitempty"`
+}
+
+func FetchUpstreamRatios(c *gin.Context) {
+    var req dto.UpstreamRequest
+    if err := c.ShouldBindJSON(&req); err != nil {
+        c.JSON(http.StatusBadRequest, gin.H{"success": false, "message": err.Error()})
+        return
+    }
+
+    if req.Timeout <= 0 {
+        req.Timeout = defaultTimeoutSeconds
+    }
+
+    var upstreams []dto.UpstreamDTO
+
+    if len(req.Upstreams) > 0 {
+        for _, u := range req.Upstreams {
+            if strings.HasPrefix(u.BaseURL, "http") {
+                if u.Endpoint == "" {
+                    u.Endpoint = defaultEndpoint
+                }
+                u.BaseURL = strings.TrimRight(u.BaseURL, "/")
+                upstreams = append(upstreams, u)
+            }
+        }
+    } else if len(req.ChannelIDs) > 0 {
+        intIds := make([]int, 0, len(req.ChannelIDs))
+        for _, id64 := range req.ChannelIDs {
+            intIds = append(intIds, int(id64))
+        }
+        dbChannels, err := model.GetChannelsByIds(intIds)
+        if err != nil {
+            common.LogError(c.Request.Context(), "failed to query channels: "+err.Error())
+            c.JSON(http.StatusInternalServerError, gin.H{"success": false, "message": "查询渠道失败"})
+            return
+        }
+        for _, ch := range dbChannels {
+            if base := ch.GetBaseURL(); strings.HasPrefix(base, "http") {
+                upstreams = append(upstreams, dto.UpstreamDTO{
+                    ID:       ch.Id,
+                    Name:     ch.Name,
+                    BaseURL:  strings.TrimRight(base, "/"),
+                    Endpoint: "",
+                })
+            }
+        }
+    }
+
+    if len(upstreams) == 0 {
+        c.JSON(http.StatusOK, gin.H{"success": false, "message": "无有效上游渠道"})
+        return
+    }
+
+    var wg sync.WaitGroup
+    ch := make(chan upstreamResult, len(upstreams))
+
+    sem := make(chan struct{}, maxConcurrentFetches)
+
+    client := &http.Client{Transport: &http.Transport{MaxIdleConns: 100, IdleConnTimeout: 90 * time.Second, TLSHandshakeTimeout: 10 * time.Second, ExpectContinueTimeout: 1 * time.Second}}
+
+    for _, chn := range upstreams {
+        wg.Add(1)
+        go func(chItem dto.UpstreamDTO) {
+            defer wg.Done()
+
+            sem <- struct{}{}
+            defer func() { <-sem }()
+
+            endpoint := chItem.Endpoint
+            if endpoint == "" {
+                endpoint = defaultEndpoint
+            } else if !strings.HasPrefix(endpoint, "/") {
+                endpoint = "/" + endpoint
+            }
+            fullURL := chItem.BaseURL + endpoint
+
+            uniqueName := chItem.Name
+            if chItem.ID != 0 {
+                uniqueName = fmt.Sprintf("%s(%d)", chItem.Name, chItem.ID)
+            }
+
+            ctx, cancel := context.WithTimeout(c.Request.Context(), time.Duration(req.Timeout)*time.Second)
+            defer cancel()
+
+            httpReq, err := http.NewRequestWithContext(ctx, http.MethodGet, fullURL, nil)
+            if err != nil {
+                common.LogWarn(c.Request.Context(), "build request failed: "+err.Error())
+                ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
+                return
+            }
+
+            resp, err := client.Do(httpReq)
+            if err != nil {
+                common.LogWarn(c.Request.Context(), "http error on "+chItem.Name+": "+err.Error())
+                ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
+                return
+            }
+            defer resp.Body.Close()
+            if resp.StatusCode != http.StatusOK {
+                common.LogWarn(c.Request.Context(), "non-200 from "+chItem.Name+": "+resp.Status)
+                ch <- upstreamResult{Name: uniqueName, Err: resp.Status}
+                return
+            }
+            // 兼容两种上游接口格式：
+            //  type1: /api/ratio_config -> data 为 map[string]any，包含 model_ratio/completion_ratio/cache_ratio/model_price
+            //  type2: /api/pricing      -> data 为 []Pricing 列表，需要转换为与 type1 相同的 map 格式
+            var body struct {
+                Success bool            `json:"success"`
+                Data    json.RawMessage `json:"data"`
+                Message string          `json:"message"`
+            }
+
+            if err := json.NewDecoder(resp.Body).Decode(&body); err != nil {
+                common.LogWarn(c.Request.Context(), "json decode failed from "+chItem.Name+": "+err.Error())
+                ch <- upstreamResult{Name: uniqueName, Err: err.Error()}
+                return
+            }
+
+            if !body.Success {
+                ch <- upstreamResult{Name: uniqueName, Err: body.Message}
+                return
+            }
+
+            // 尝试按 type1 解析
+            var type1Data map[string]any
+            if err := json.Unmarshal(body.Data, &type1Data); err == nil {
+                // 如果包含至少一个 ratioTypes 字段，则认为是 type1
+                isType1 := false
+                for _, rt := range ratioTypes {
+                    if _, ok := type1Data[rt]; ok {
+                        isType1 = true
+                        break
+                    }
+                }
+                if isType1 {
+                    ch <- upstreamResult{Name: uniqueName, Data: type1Data}
+                    return
+                }
+            }
+
+            // 如果不是 type1，则尝试按 type2 (/api/pricing) 解析
+            var pricingItems []struct {
+                ModelName       string  `json:"model_name"`
+                QuotaType       int     `json:"quota_type"`
+                ModelRatio      float64 `json:"model_ratio"`
+                ModelPrice      float64 `json:"model_price"`
+                CompletionRatio float64 `json:"completion_ratio"`
+            }
+            if err := json.Unmarshal(body.Data, &pricingItems); err != nil {
+                common.LogWarn(c.Request.Context(), "unrecognized data format from "+chItem.Name+": "+err.Error())
+                ch <- upstreamResult{Name: uniqueName, Err: "无法解析上游返回数据"}
+                return
+            }
+
+            modelRatioMap := make(map[string]float64)
+            completionRatioMap := make(map[string]float64)
+            modelPriceMap := make(map[string]float64)
+
+            for _, item := range pricingItems {
+                if item.QuotaType == 1 {
+                    modelPriceMap[item.ModelName] = item.ModelPrice
+                } else {
+                    modelRatioMap[item.ModelName] = item.ModelRatio
+                    // completionRatio 可能为 0，此时也直接赋值，保持与上游一致
+                    completionRatioMap[item.ModelName] = item.CompletionRatio
+                }
+            }
+
+            converted := make(map[string]any)
+
+            if len(modelRatioMap) > 0 {
+                ratioAny := make(map[string]any, len(modelRatioMap))
+                for k, v := range modelRatioMap {
+                    ratioAny[k] = v
+                }
+                converted["model_ratio"] = ratioAny
+            }
+
+            if len(completionRatioMap) > 0 {
+                compAny := make(map[string]any, len(completionRatioMap))
+                for k, v := range completionRatioMap {
+                    compAny[k] = v
+                }
+                converted["completion_ratio"] = compAny
+            }
+
+            if len(modelPriceMap) > 0 {
+                priceAny := make(map[string]any, len(modelPriceMap))
+                for k, v := range modelPriceMap {
+                    priceAny[k] = v
+                }
+                converted["model_price"] = priceAny
+            }
+
+            ch <- upstreamResult{Name: uniqueName, Data: converted}
+        }(chn)
+    }
+
+    wg.Wait()
+    close(ch)
+
+    localData := ratio_setting.GetExposedData()
+
+    var testResults []dto.TestResult
+    var successfulChannels []struct {
+        name string
+        data map[string]any
+    }
+
+    for r := range ch {
+        if r.Err != "" {
+            testResults = append(testResults, dto.TestResult{
+                Name:   r.Name,
+                Status: "error",
+                Error:  r.Err,
+            })
+        } else {
+            testResults = append(testResults, dto.TestResult{
+                Name:   r.Name,
+                Status: "success",
+            })
+            successfulChannels = append(successfulChannels, struct {
+                name string
+                data map[string]any
+            }{name: r.Name, data: r.Data})
+        }
+    }
+
+    differences := buildDifferences(localData, successfulChannels)
+
+    c.JSON(http.StatusOK, gin.H{
+        "success": true,
+        "data": gin.H{
+            "differences":  differences,
+            "test_results": testResults,
+        },
+    })
+}
+
+func buildDifferences(localData map[string]any, successfulChannels []struct {
+    name string
+    data map[string]any
+}) map[string]map[string]dto.DifferenceItem {
+    differences := make(map[string]map[string]dto.DifferenceItem)
+
+    allModels := make(map[string]struct{})
+    
+    for _, ratioType := range ratioTypes {
+        if localRatioAny, ok := localData[ratioType]; ok {
+            if localRatio, ok := localRatioAny.(map[string]float64); ok {
+                for modelName := range localRatio {
+                    allModels[modelName] = struct{}{}
+                }
+            }
+        }
+    }
+    
+    for _, channel := range successfulChannels {
+        for _, ratioType := range ratioTypes {
+            if upstreamRatio, ok := channel.data[ratioType].(map[string]any); ok {
+                for modelName := range upstreamRatio {
+                    allModels[modelName] = struct{}{}
+                }
+            }
+        }
+    }
+
+    confidenceMap := make(map[string]map[string]bool)
+    
+    // 预处理阶段：检查pricing接口的可信度
+    for _, channel := range successfulChannels {
+        confidenceMap[channel.name] = make(map[string]bool)
+        
+        modelRatios, hasModelRatio := channel.data["model_ratio"].(map[string]any)
+        completionRatios, hasCompletionRatio := channel.data["completion_ratio"].(map[string]any)
+        
+        if hasModelRatio && hasCompletionRatio {
+            // 遍历所有模型，检查是否满足不可信条件
+            for modelName := range allModels {
+                // 默认为可信
+                confidenceMap[channel.name][modelName] = true
+                
+                // 检查是否满足不可信条件：model_ratio为37.5且completion_ratio为1
+                if modelRatioVal, ok := modelRatios[modelName]; ok {
+                    if completionRatioVal, ok := completionRatios[modelName]; ok {
+                        // 转换为float64进行比较
+                        if modelRatioFloat, ok := modelRatioVal.(float64); ok {
+                            if completionRatioFloat, ok := completionRatioVal.(float64); ok {
+                                if modelRatioFloat == 37.5 && completionRatioFloat == 1.0 {
+                                    confidenceMap[channel.name][modelName] = false
+                                }
+                            }
+                        }
+                    }
+                }
+            }
+        } else {
+            // 如果不是从pricing接口获取的数据，则全部标记为可信
+            for modelName := range allModels {
+                confidenceMap[channel.name][modelName] = true
+            }
+        }
+    }
+
+    for modelName := range allModels {
+        for _, ratioType := range ratioTypes {
+            var localValue interface{} = nil
+            if localRatioAny, ok := localData[ratioType]; ok {
+                if localRatio, ok := localRatioAny.(map[string]float64); ok {
+                    if val, exists := localRatio[modelName]; exists {
+                        localValue = val
+                    }
+                }
+            }
+
+            upstreamValues := make(map[string]interface{})
+            confidenceValues := make(map[string]bool)
+            hasUpstreamValue := false
+            hasDifference := false
+
+            for _, channel := range successfulChannels {
+                var upstreamValue interface{} = nil
+                
+                if upstreamRatio, ok := channel.data[ratioType].(map[string]any); ok {
+                    if val, exists := upstreamRatio[modelName]; exists {
+                        upstreamValue = val
+                        hasUpstreamValue = true
+                        
+                        if localValue != nil && localValue != val {
+                            hasDifference = true
+                        } else if localValue == val {
+                            upstreamValue = "same"
+                        }
+                    }
+                }
+                if upstreamValue == nil && localValue == nil {
+                    upstreamValue = "same"
+                }
+                
+                if localValue == nil && upstreamValue != nil && upstreamValue != "same" {
+                    hasDifference = true
+                }
+                
+                upstreamValues[channel.name] = upstreamValue
+                
+                confidenceValues[channel.name] = confidenceMap[channel.name][modelName]
+            }
+
+            shouldInclude := false
+            
+            if localValue != nil {
+                if hasDifference {
+                    shouldInclude = true
+                }
+            } else {
+                if hasUpstreamValue {
+                    shouldInclude = true
+                }
+            }
+
+            if shouldInclude {
+                if differences[modelName] == nil {
+                    differences[modelName] = make(map[string]dto.DifferenceItem)
+                }
+                differences[modelName][ratioType] = dto.DifferenceItem{
+                    Current:   localValue,
+                    Upstreams: upstreamValues,
+                    Confidence: confidenceValues,
+                }
+            }
+        }
+    }
+
+    channelHasDiff := make(map[string]bool)
+    for _, ratioMap := range differences {
+        for _, item := range ratioMap {
+            for chName, val := range item.Upstreams {
+                if val != nil && val != "same" {
+                    channelHasDiff[chName] = true
+                }
+            }
+        }
+    }
+
+    for modelName, ratioMap := range differences {
+        for ratioType, item := range ratioMap {
+            for chName := range item.Upstreams {
+                if !channelHasDiff[chName] {
+                    delete(item.Upstreams, chName)
+                    delete(item.Confidence, chName)
+                }
+            }
+
+            allSame := true
+            for _, v := range item.Upstreams {
+                if v != "same" {
+                    allSame = false
+                    break
+                }
+            }
+            if len(item.Upstreams) == 0 || allSame {
+                delete(ratioMap, ratioType)
+            } else {
+                differences[modelName][ratioType] = item
+            }
+        }
+
+        if len(ratioMap) == 0 {
+            delete(differences, modelName)
+        }
+    }
+
+    return differences
+}
+
+func GetSyncableChannels(c *gin.Context) {
+    channels, err := model.GetAllChannels(0, 0, true, false)
+    if err != nil {
+        c.JSON(http.StatusOK, gin.H{
+            "success": false,
+            "message": err.Error(),
+        })
+        return
+    }
+
+    var syncableChannels []dto.SyncableChannel
+    for _, channel := range channels {
+        if channel.GetBaseURL() != "" {
+            syncableChannels = append(syncableChannels, dto.SyncableChannel{
+                ID:      channel.Id,
+                Name:    channel.Name,
+                BaseURL: channel.GetBaseURL(),
+                Status:  channel.Status,
+            })
+        }
+    }
+
+    c.JSON(http.StatusOK, gin.H{
+        "success": true,
+        "message": "",
+        "data":    syncableChannels,
+    })
+} 

controller/relay.go

@@ -259,7 +259,7 @@ func getChannel(c *gin.Context, group, originalModel string, retryCount int) (*m
 			AutoBan: &autoBanInt,
 		}, nil
 	}
-	channel, err := model.CacheGetRandomSatisfiedChannel(group, originalModel, retryCount)
+	channel, _, err := model.CacheGetRandomSatisfiedChannel(c, group, originalModel, retryCount)
 	if err != nil {
 		return nil, errors.New(fmt.Sprintf("获取重试渠道失败: %s", err.Error()))
 	}
@@ -388,7 +388,7 @@ func RelayTask(c *gin.Context) {
 		retryTimes = 0
 	}
 	for i := 0; shouldRetryTaskRelay(c, channelId, taskErr, retryTimes) && i < retryTimes; i++ {
-		channel, err := model.CacheGetRandomSatisfiedChannel(group, originalModel, i)
+		channel, _, err := model.CacheGetRandomSatisfiedChannel(c, group, originalModel, i)
 		if err != nil {
 			common.LogError(c, fmt.Sprintf("CacheGetRandomSatisfiedChannel failed: %s", err.Error()))
 			break
@@ -420,7 +420,7 @@ func RelayTask(c *gin.Context) {
 func taskRelayHandler(c *gin.Context, relayMode int) *dto.TaskError {
 	var err *dto.TaskError
 	switch relayMode {
-	case relayconstant.RelayModeSunoFetch, relayconstant.RelayModeSunoFetchByID:
+	case relayconstant.RelayModeSunoFetch, relayconstant.RelayModeSunoFetchByID, relayconstant.RelayModeKlingFetchByID:
 		err = relay.RelayTaskFetch(c, relayMode)
 	default:
 		err = relay.RelayTaskSubmit(c, relayMode)

controller/task.go

@@ -74,6 +74,8 @@ func UpdateTaskByPlatform(platform constant.TaskPlatform, taskChannelM map[int][
 		//_ = UpdateMidjourneyTaskAll(context.Background(), tasks)
 	case constant.TaskPlatformSuno:
 		_ = UpdateSunoTaskAll(context.Background(), taskChannelM, taskM)
+	case constant.TaskPlatformKling, constant.TaskPlatformJimeng:
+		_ = UpdateVideoTaskAll(context.Background(), platform, taskChannelM, taskM)
 	default:
 		common.SysLog("未知平台")
 	}

controller/task_video.go

@@ -0,0 +1,138 @@
+package controller
+
+import (
+	"context"
+	"fmt"
+	"io"
+	"one-api/common"
+	"one-api/constant"
+	"one-api/model"
+	"one-api/relay"
+	"one-api/relay/channel"
+	"time"
+)
+
+func UpdateVideoTaskAll(ctx context.Context, platform constant.TaskPlatform, taskChannelM map[int][]string, taskM map[string]*model.Task) error {
+	for channelId, taskIds := range taskChannelM {
+		if err := updateVideoTaskAll(ctx, platform, channelId, taskIds, taskM); err != nil {
+			common.LogError(ctx, fmt.Sprintf("Channel #%d failed to update video async tasks: %s", channelId, err.Error()))
+		}
+	}
+	return nil
+}
+
+func updateVideoTaskAll(ctx context.Context, platform constant.TaskPlatform, channelId int, taskIds []string, taskM map[string]*model.Task) error {
+	common.LogInfo(ctx, fmt.Sprintf("Channel #%d pending video tasks: %d", channelId, len(taskIds)))
+	if len(taskIds) == 0 {
+		return nil
+	}
+	cacheGetChannel, err := model.CacheGetChannel(channelId)
+	if err != nil {
+		errUpdate := model.TaskBulkUpdate(taskIds, map[string]any{
+			"fail_reason": fmt.Sprintf("Failed to get channel info, channel ID: %d", channelId),
+			"status":      "FAILURE",
+			"progress":    "100%",
+		})
+		if errUpdate != nil {
+			common.SysError(fmt.Sprintf("UpdateVideoTask error: %v", errUpdate))
+		}
+		return fmt.Errorf("CacheGetChannel failed: %w", err)
+	}
+	adaptor := relay.GetTaskAdaptor(platform)
+	if adaptor == nil {
+		return fmt.Errorf("video adaptor not found")
+	}
+	for _, taskId := range taskIds {
+		if err := updateVideoSingleTask(ctx, adaptor, cacheGetChannel, taskId, taskM); err != nil {
+			common.LogError(ctx, fmt.Sprintf("Failed to update video task %s: %s", taskId, err.Error()))
+		}
+	}
+	return nil
+}
+
+func updateVideoSingleTask(ctx context.Context, adaptor channel.TaskAdaptor, channel *model.Channel, taskId string, taskM map[string]*model.Task) error {
+	baseURL := common.ChannelBaseURLs[channel.Type]
+	if channel.GetBaseURL() != "" {
+		baseURL = channel.GetBaseURL()
+	}
+
+	task := taskM[taskId]
+	if task == nil {
+		common.LogError(ctx, fmt.Sprintf("Task %s not found in taskM", taskId))
+		return fmt.Errorf("task %s not found", taskId)
+	}
+	resp, err := adaptor.FetchTask(baseURL, channel.Key, map[string]any{
+		"task_id": taskId,
+		"action":  task.Action,
+	})
+	if err != nil {
+		return fmt.Errorf("fetchTask failed for task %s: %w", taskId, err)
+	}
+	//if resp.StatusCode != http.StatusOK {
+	//return fmt.Errorf("get Video Task status code: %d", resp.StatusCode)
+	//}
+	defer resp.Body.Close()
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return fmt.Errorf("readAll failed for task %s: %w", taskId, err)
+	}
+
+	taskResult, err := adaptor.ParseTaskResult(responseBody)
+	if err != nil {
+		return fmt.Errorf("parseTaskResult failed for task %s: %w", taskId, err)
+	}
+	//if taskResult.Code != 0 {
+	//	return fmt.Errorf("video task fetch failed for task %s", taskId)
+	//}
+
+	now := time.Now().Unix()
+	if taskResult.Status == "" {
+		return fmt.Errorf("task %s status is empty", taskId)
+	}
+	task.Status = model.TaskStatus(taskResult.Status)
+	switch taskResult.Status {
+	case model.TaskStatusSubmitted:
+		task.Progress = "10%"
+	case model.TaskStatusQueued:
+		task.Progress = "20%"
+	case model.TaskStatusInProgress:
+		task.Progress = "30%"
+		if task.StartTime == 0 {
+			task.StartTime = now
+		}
+	case model.TaskStatusSuccess:
+		task.Progress = "100%"
+		if task.FinishTime == 0 {
+			task.FinishTime = now
+		}
+		task.FailReason = taskResult.Url
+	case model.TaskStatusFailure:
+		task.Status = model.TaskStatusFailure
+		task.Progress = "100%"
+		if task.FinishTime == 0 {
+			task.FinishTime = now
+		}
+		task.FailReason = taskResult.Reason
+		common.LogInfo(ctx, fmt.Sprintf("Task %s failed: %s", task.TaskID, task.FailReason))
+		quota := task.Quota
+		if quota != 0 {
+			if err := model.IncreaseUserQuota(task.UserId, quota, false); err != nil {
+				common.LogError(ctx, "Failed to increase user quota: "+err.Error())
+			}
+			logContent := fmt.Sprintf("Video async task failed %s, refund %s", task.TaskID, common.LogQuota(quota))
+			model.RecordLog(task.UserId, model.LogTypeSystem, logContent)
+		}
+	default:
+		return fmt.Errorf("unknown task status %s for task %s", taskResult.Status, taskId)
+	}
+	if taskResult.Progress != "" {
+		task.Progress = taskResult.Progress
+	}
+
+	task.Data = responseBody
+	if err := task.Update(); err != nil {
+		common.SysError("UpdateVideoTask task error: " + err.Error())
+	}
+
+	return nil
+}

controller/token.go

@@ -258,3 +258,32 @@ func UpdateToken(c *gin.Context) {
 	})
 	return
 }
+
+type TokenBatch struct {
+	Ids []int `json:"ids"`
+}
+
+func DeleteTokenBatch(c *gin.Context) {
+	tokenBatch := TokenBatch{}
+	if err := c.ShouldBindJSON(&tokenBatch); err != nil || len(tokenBatch.Ids) == 0 {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": "参数错误",
+		})
+		return
+	}
+	userId := c.GetInt("id")
+	count, err := model.BatchDeleteTokens(tokenBatch.Ids, userId)
+	if err != nil {
+		c.JSON(http.StatusOK, gin.H{
+			"success": false,
+			"message": err.Error(),
+		})
+		return
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"success": true,
+		"message": "",
+		"data":    count,
+	})
+}

controller/topup.go

@@ -97,14 +97,12 @@ func RequestEpay(c *gin.Context) {
 		c.JSON(200, gin.H{"message": "error", "data": "充值金额过低"})
 		return
 	}
-	payType := "wxpay"
-	if req.PaymentMethod == "zfb" {
-		payType = "alipay"
-	}
-	if req.PaymentMethod == "wx" {
-		req.PaymentMethod = "wxpay"
-		payType = "wxpay"
+
+	if !setting.ContainsPayMethod(req.PaymentMethod) {
+		c.JSON(200, gin.H{"message": "error", "data": "支付方式不存在"})
+		return
 	}
+
 	callBackAddress := service.GetCallbackAddress()
 	returnUrl, _ := url.Parse(setting.ServerAddress + "/console/log")
 	notifyUrl, _ := url.Parse(callBackAddress + "/api/user/epay/notify")
@@ -116,7 +114,7 @@ func RequestEpay(c *gin.Context) {
 		return
 	}
 	uri, params, err := client.Purchase(&epay.PurchaseArgs{
-		Type:           payType,
+		Type:           req.PaymentMethod,
 		ServiceTradeNo: tradeNo,
 		Name:           fmt.Sprintf("TUC%d", req.Amount),
 		Money:          strconv.FormatFloat(payMoney, 'f', 2, 64),

controller/user.go

@@ -226,6 +226,9 @@ func Register(c *gin.Context) {
 			UnlimitedQuota:     true,
 			ModelLimitsEnabled: false,
 		}
+		if setting.DefaultUseAutoGroup {
+			token.Group = "auto"
+		}
 		if err := token.Insert(); err != nil {
 			c.JSON(http.StatusOK, gin.H{
 				"success": false,

dto/dalle.go

@@ -15,6 +15,7 @@ type ImageRequest struct {
 	Background     string          `json:"background,omitempty"`
 	Moderation     string          `json:"moderation,omitempty"`
 	OutputFormat   string          `json:"output_format,omitempty"`
+	Watermark      *bool           `json:"watermark,omitempty"`
 }
 
 type ImageResponse struct {

dto/openai_request.go

@@ -53,9 +53,11 @@ type GeneralOpenAIRequest struct {
 	Modalities          json.RawMessage   `json:"modalities,omitempty"`
 	Audio               json.RawMessage   `json:"audio,omitempty"`
 	EnableThinking      any               `json:"enable_thinking,omitempty"` // ali
+	THINKING            json.RawMessage   `json:"thinking,omitempty"`        // doubao
 	ExtraBody           json.RawMessage   `json:"extra_body,omitempty"`
 	WebSearchOptions    *WebSearchOptions `json:"web_search_options,omitempty"`
 	// OpenRouter Params
+	Usage     json.RawMessage `json:"usage,omitempty"`
 	Reasoning json.RawMessage `json:"reasoning,omitempty"`
 	// Ali Qwen Params
 	VlHighResolutionImages json.RawMessage `json:"vl_high_resolution_images,omitempty"`
@@ -644,4 +646,6 @@ type ResponsesToolsCall struct {
 	Name        string          `json:"name,omitempty"`
 	Description string          `json:"description,omitempty"`
 	Parameters  json.RawMessage `json:"parameters,omitempty"`
+	Function    json.RawMessage `json:"function,omitempty"`
+	Container   json.RawMessage `json:"container,omitempty"`
 }

dto/openai_response.go

@@ -26,7 +26,7 @@ type OpenAITextResponse struct {
 	Id      string                     `json:"id"`
 	Model   string                     `json:"model"`
 	Object  string                     `json:"object"`
-	Created int64                      `json:"created"`
+	Created any                        `json:"created"`
 	Choices []OpenAITextResponseChoice `json:"choices"`
 	Error   *OpenAIError               `json:"error,omitempty"`
 	Usage   `json:"usage"`
@@ -178,6 +178,8 @@ type Usage struct {
 	InputTokens            int                `json:"input_tokens"`
 	OutputTokens           int                `json:"output_tokens"`
 	InputTokensDetails     *InputTokenDetails `json:"input_tokens_details"`
+	// OpenRouter Params
+	Cost float64 `json:"cost,omitempty"`
 }
 
 type InputTokenDetails struct {

dto/ratio_sync.go

@@ -0,0 +1,38 @@
+package dto
+
+type UpstreamDTO struct {
+    ID       int    `json:"id,omitempty"`
+    Name     string `json:"name" binding:"required"`
+    BaseURL  string `json:"base_url" binding:"required"`
+    Endpoint string `json:"endpoint"`
+}
+
+type UpstreamRequest struct {
+    ChannelIDs []int64 `json:"channel_ids"`
+    Upstreams   []UpstreamDTO `json:"upstreams"`
+    Timeout    int     `json:"timeout"`
+}
+
+// TestResult 上游测试连通性结果
+type TestResult struct {
+    Name   string `json:"name"`
+    Status string `json:"status"`
+    Error  string `json:"error,omitempty"`
+}
+
+// DifferenceItem 差异项
+// Current 为本地值，可能为 nil
+// Upstreams 为各渠道的上游值，具体数值 / "same" / nil
+
+type DifferenceItem struct {
+    Current   interface{}            `json:"current"`
+    Upstreams map[string]interface{} `json:"upstreams"`
+    Confidence map[string]bool       `json:"confidence"`
+}
+
+type SyncableChannel struct {
+    ID      int    `json:"id"`
+    Name    string `json:"name"`
+    BaseURL string `json:"base_url"`
+    Status  int    `json:"status"`
+} 

dto/video.go

@@ -0,0 +1,47 @@
+package dto
+
+type VideoRequest struct {
+	Model          string         `json:"model,omitempty" example:"kling-v1"`                                                                                                                                    // Model/style ID
+	Prompt         string         `json:"prompt,omitempty" example:"宇航员站起身走了"`                                                                                                                                   // Text prompt
+	Image          string         `json:"image,omitempty" example:"https://h2.inkwai.com/bs2/upload-ylab-stunt/se/ai_portal_queue_mmu_image_upscale_aiweb/3214b798-e1b4-4b00-b7af-72b5b0417420_raw_image_0.jpg"` // Image input (URL/Base64)
+	Duration       float64        `json:"duration" example:"5.0"`                                                                                                                                                // Video duration (seconds)
+	Width          int            `json:"width" example:"512"`                                                                                                                                                   // Video width
+	Height         int            `json:"height" example:"512"`                                                                                                                                                  // Video height
+	Fps            int            `json:"fps,omitempty" example:"30"`                                                                                                                                            // Video frame rate
+	Seed           int            `json:"seed,omitempty" example:"20231234"`                                                                                                                                     // Random seed
+	N              int            `json:"n,omitempty" example:"1"`                                                                                                                                               // Number of videos to generate
+	ResponseFormat string         `json:"response_format,omitempty" example:"url"`                                                                                                                               // Response format
+	User           string         `json:"user,omitempty" example:"user-1234"`                                                                                                                                    // User identifier
+	Metadata       map[string]any `json:"metadata,omitempty"`                                                                                                                                                    // Vendor-specific/custom params (e.g. negative_prompt, style, quality_level, etc.)
+}
+
+// VideoResponse 视频生成提交任务后的响应
+type VideoResponse struct {
+	TaskId string `json:"task_id"`
+	Status string `json:"status"`
+}
+
+// VideoTaskResponse 查询视频生成任务状态的响应
+type VideoTaskResponse struct {
+	TaskId   string             `json:"task_id" example:"abcd1234efgh"` // 任务ID
+	Status   string             `json:"status" example:"succeeded"`     // 任务状态
+	Url      string             `json:"url,omitempty"`                  // 视频资源URL（成功时）
+	Format   string             `json:"format,omitempty" example:"mp4"` // 视频格式
+	Metadata *VideoTaskMetadata `json:"metadata,omitempty"`             // 结果元数据
+	Error    *VideoTaskError    `json:"error,omitempty"`                // 错误信息（失败时）
+}
+
+// VideoTaskMetadata 视频任务元数据
+type VideoTaskMetadata struct {
+	Duration float64 `json:"duration" example:"5.0"`  // 实际生成的视频时长
+	Fps      int     `json:"fps" example:"30"`        // 实际帧率
+	Width    int     `json:"width" example:"512"`     // 实际宽度
+	Height   int     `json:"height" example:"512"`    // 实际高度
+	Seed     int     `json:"seed" example:"20231234"` // 使用的随机种子
+}
+
+// VideoTaskError 视频任务错误信息
+type VideoTaskError struct {
+	Code    int    `json:"code"`
+	Message string `json:"message"`
+}

main.go

@@ -12,7 +12,7 @@ import (
 	"one-api/model"
 	"one-api/router"
 	"one-api/service"
-	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
 	"os"
 	"strconv"
 
@@ -74,7 +74,7 @@ func main() {
 	}
 
 	// Initialize model settings
-	operation_setting.InitRatioSettings()
+	ratio_setting.InitRatioSettings()
 	// Initialize constants
 	constant.InitEnv()
 	// Initialize options

middleware/auth.go

@@ -184,7 +184,7 @@ func TokenAuth() func(c *gin.Context) {
 			}
 		}
 		// gemini api 从query中获取key
-		if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") {
+		if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") || strings.HasPrefix(c.Request.URL.Path, "/v1/models/") {
 			skKey := c.Query("key")
 			if skKey != "" {
 				c.Request.Header.Set("Authorization", "Bearer "+skKey)

middleware/distributor.go

@@ -11,6 +11,7 @@ import (
 	relayconstant "one-api/relay/constant"
 	"one-api/service"
 	"one-api/setting"
+	"one-api/setting/ratio_setting"
 	"strconv"
 	"strings"
 	"time"
@@ -48,13 +49,15 @@ func Distribute() func(c *gin.Context) {
 				return
 			}
 			// check group in common.GroupRatio
-			if !setting.ContainsGroupRatio(tokenGroup) {
-				abortWithOpenAiMessage(c, http.StatusForbidden, fmt.Sprintf("分组 %s 已被弃用", tokenGroup))
-				return
+			if !ratio_setting.ContainsGroupRatio(tokenGroup) {
+				if tokenGroup != "auto" {
+					abortWithOpenAiMessage(c, http.StatusForbidden, fmt.Sprintf("分组 %s 已被弃用", tokenGroup))
+					return
+				}
 			}
 			userGroup = tokenGroup
 		}
-		c.Set("group", userGroup)
+		c.Set(constant.ContextKeyUsingGroup, userGroup)
 		if ok {
 			id, err := strconv.Atoi(channelId.(string))
 			if err != nil {
@@ -95,9 +98,14 @@ func Distribute() func(c *gin.Context) {
 			}
 
 			if shouldSelectChannel {
-				channel, err = model.CacheGetRandomSatisfiedChannel(userGroup, modelRequest.Model, 0)
+				var selectGroup string
+				channel, selectGroup, err = model.CacheGetRandomSatisfiedChannel(c, userGroup, modelRequest.Model, 0)
 				if err != nil {
-					message := fmt.Sprintf("当前分组 %s 下对于模型 %s 无可用渠道", userGroup, modelRequest.Model)
+					showGroup := userGroup
+					if userGroup == "auto" {
+						showGroup = fmt.Sprintf("auto(%s)", selectGroup)
+					}
+					message := fmt.Sprintf("当前分组 %s 下对于模型 %s 无可用渠道", showGroup, modelRequest.Model)
 					// 如果错误，但是渠道不为空，说明是数据库一致性问题
 					if channel != nil {
 						common.SysError(fmt.Sprintf("渠道不存在：%d", channel.Id))
@@ -162,7 +170,26 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 		}
 		c.Set("platform", string(constant.TaskPlatformSuno))
 		c.Set("relay_mode", relayMode)
-	} else if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") {
+	} else if strings.Contains(c.Request.URL.Path, "/v1/video/generations") {
+		err = common.UnmarshalBodyReusable(c, &modelRequest)
+		var platform string
+		var relayMode int
+		if strings.HasPrefix(modelRequest.Model, "jimeng") {
+			platform = string(constant.TaskPlatformJimeng)
+			relayMode = relayconstant.Path2RelayJimeng(c.Request.Method, c.Request.URL.Path)
+			if relayMode == relayconstant.RelayModeJimengFetchByID {
+				shouldSelectChannel = false
+			}
+		} else {
+			platform = string(constant.TaskPlatformKling)
+			relayMode = relayconstant.Path2RelayKling(c.Request.Method, c.Request.URL.Path)
+			if relayMode == relayconstant.RelayModeKlingFetchByID {
+				shouldSelectChannel = false
+			}
+		}
+		c.Set("platform", platform)
+		c.Set("relay_mode", relayMode)
+	} else if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") || strings.HasPrefix(c.Request.URL.Path, "/v1/models/") {
 		// Gemini API 路径处理: /v1beta/models/gemini-2.0-flash:generateContent
 		relayMode := relayconstant.RelayModeGemini
 		modelName := extractModelNameFromGeminiPath(c.Request.URL.Path)

middleware/kling_adapter.go

@@ -0,0 +1,45 @@
+package middleware
+
+import (
+	"bytes"
+	"encoding/json"
+	"github.com/gin-gonic/gin"
+	"io"
+	"one-api/common"
+)
+
+func KlingRequestConvert() func(c *gin.Context) {
+	return func(c *gin.Context) {
+		var originalReq map[string]interface{}
+		if err := common.UnmarshalBodyReusable(c, &originalReq); err != nil {
+			c.Next()
+			return
+		}
+
+		model, _ := originalReq["model"].(string)
+		prompt, _ := originalReq["prompt"].(string)
+
+		unifiedReq := map[string]interface{}{
+			"model":    model,
+			"prompt":   prompt,
+			"metadata": originalReq,
+		}
+
+		jsonData, err := json.Marshal(unifiedReq)
+		if err != nil {
+			c.Next()
+			return
+		}
+
+		// Rewrite request body and path
+		c.Request.Body = io.NopCloser(bytes.NewBuffer(jsonData))
+		c.Request.URL.Path = "/v1/video/generations"
+		if image := originalReq["image"]; image == "" {
+			c.Set("action", "textGenerate")
+		}
+
+		// We have to reset the request body for the next handlers
+		c.Set(common.KeyRequestBody, jsonData)
+		c.Next()
+	}
+}

model/cache.go

@@ -5,10 +5,13 @@ import (
 	"fmt"
 	"math/rand"
 	"one-api/common"
+	"one-api/setting"
 	"sort"
 	"strings"
 	"sync"
 	"time"
+
+	"github.com/gin-gonic/gin"
 )
 
 var group2model2channels map[string]map[string][]*Channel
@@ -75,7 +78,43 @@ func SyncChannelCache(frequency int) {
 	}
 }
 
-func CacheGetRandomSatisfiedChannel(group string, model string, retry int) (*Channel, error) {
+func CacheGetRandomSatisfiedChannel(c *gin.Context, group string, model string, retry int) (*Channel, string, error) {
+	var channel *Channel
+	var err error
+	selectGroup := group
+	if group == "auto" {
+		if len(setting.AutoGroups) == 0 {
+			return nil, selectGroup, errors.New("auto groups is not enabled")
+		}
+		for _, autoGroup := range setting.AutoGroups {
+			if common.DebugEnabled {
+				println("autoGroup:", autoGroup)
+			}
+			channel, _ = getRandomSatisfiedChannel(autoGroup, model, retry)
+			if channel == nil {
+				continue
+			} else {
+				c.Set("auto_group", autoGroup)
+				selectGroup = autoGroup
+				if common.DebugEnabled {
+					println("selectGroup:", selectGroup)
+				}
+				break
+			}
+		}
+	} else {
+		channel, err = getRandomSatisfiedChannel(group, model, retry)
+		if err != nil {
+			return nil, group, err
+		}
+	}
+	if channel == nil {
+		return nil, group, errors.New("channel not found")
+	}
+	return channel, selectGroup, nil
+}
+
+func getRandomSatisfiedChannel(group string, model string, retry int) (*Channel, error) {
 	if strings.HasPrefix(model, "gpt-4-gizmo") {
 		model = "gpt-4-gizmo-*"
 	}

model/channel.go

@@ -597,3 +597,39 @@ func CountAllTags() (int64, error) {
 	err := DB.Model(&Channel{}).Where("tag is not null AND tag != ''").Distinct("tag").Count(&total).Error
 	return total, err
 }
+
+// Get channels of specified type with pagination
+func GetChannelsByType(startIdx int, num int, idSort bool, channelType int) ([]*Channel, error) {
+	var channels []*Channel
+	order := "priority desc"
+	if idSort {
+		order = "id desc"
+	}
+	err := DB.Where("type = ?", channelType).Order(order).Limit(num).Offset(startIdx).Omit("key").Find(&channels).Error
+	return channels, err
+}
+
+// Count channels of specific type
+func CountChannelsByType(channelType int) (int64, error) {
+	var count int64
+	err := DB.Model(&Channel{}).Where("type = ?", channelType).Count(&count).Error
+	return count, err
+}
+
+// Return map[type]count for all channels
+func CountChannelsGroupByType() (map[int64]int64, error) {
+	type result struct {
+		Type  int64 `gorm:"column:type"`
+		Count int64 `gorm:"column:count"`
+	}
+	var results []result
+	err := DB.Model(&Channel{}).Select("type, count(*) as count").Group("type").Find(&results).Error
+	if err != nil {
+		return nil, err
+	}
+	counts := make(map[int64]int64)
+	for _, r := range results {
+		counts[r.Type] = r.Count
+	}
+	return counts, nil
+}

model/main.go

@@ -46,6 +46,15 @@ func initCol() {
 			logGroupCol = commonGroupCol
 			logKeyCol = commonKeyCol
 		}
+	} else {
+		// LOG_SQL_DSN 为空时，日志数据库与主数据库相同
+		if common.UsingPostgreSQL {
+			logGroupCol = `"group"`
+			logKeyCol = `"key"`
+		} else {
+			logGroupCol = commonGroupCol
+			logKeyCol = commonKeyCol
+		}
 	}
 	// log sql type and database type
 	common.SysLog("Using Log SQL Type: " + common.LogSqlType)

model/option.go

@@ -5,6 +5,7 @@ import (
 	"one-api/setting"
 	"one-api/setting/config"
 	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
 	"strconv"
 	"strings"
 	"time"
@@ -76,6 +77,9 @@ func InitOptionMap() {
 	common.OptionMap["MinTopUp"] = strconv.Itoa(setting.MinTopUp)
 	common.OptionMap["TopupGroupRatio"] = common.TopupGroupRatio2JSONString()
 	common.OptionMap["Chats"] = setting.Chats2JsonString()
+	common.OptionMap["AutoGroups"] = setting.AutoGroups2JsonString()
+	common.OptionMap["DefaultUseAutoGroup"] = strconv.FormatBool(setting.DefaultUseAutoGroup)
+	common.OptionMap["PayMethods"] = setting.PayMethods2JsonString()
 	common.OptionMap["GitHubClientId"] = ""
 	common.OptionMap["GitHubClientSecret"] = ""
 	common.OptionMap["TelegramBotToken"] = ""
@@ -94,13 +98,13 @@ func InitOptionMap() {
 	common.OptionMap["ModelRequestRateLimitDurationMinutes"] = strconv.Itoa(setting.ModelRequestRateLimitDurationMinutes)
 	common.OptionMap["ModelRequestRateLimitSuccessCount"] = strconv.Itoa(setting.ModelRequestRateLimitSuccessCount)
 	common.OptionMap["ModelRequestRateLimitGroup"] = setting.ModelRequestRateLimitGroup2JSONString()
-	common.OptionMap["ModelRatio"] = operation_setting.ModelRatio2JSONString()
-	common.OptionMap["ModelPrice"] = operation_setting.ModelPrice2JSONString()
-	common.OptionMap["CacheRatio"] = operation_setting.CacheRatio2JSONString()
-	common.OptionMap["GroupRatio"] = setting.GroupRatio2JSONString()
-	common.OptionMap["GroupGroupRatio"] = setting.GroupGroupRatio2JSONString()
+	common.OptionMap["ModelRatio"] = ratio_setting.ModelRatio2JSONString()
+	common.OptionMap["ModelPrice"] = ratio_setting.ModelPrice2JSONString()
+	common.OptionMap["CacheRatio"] = ratio_setting.CacheRatio2JSONString()
+	common.OptionMap["GroupRatio"] = ratio_setting.GroupRatio2JSONString()
+	common.OptionMap["GroupGroupRatio"] = ratio_setting.GroupGroupRatio2JSONString()
 	common.OptionMap["UserUsableGroups"] = setting.UserUsableGroups2JSONString()
-	common.OptionMap["CompletionRatio"] = operation_setting.CompletionRatio2JSONString()
+	common.OptionMap["CompletionRatio"] = ratio_setting.CompletionRatio2JSONString()
 	common.OptionMap["TopUpLink"] = common.TopUpLink
 	//common.OptionMap["ChatLink"] = common.ChatLink
 	//common.OptionMap["ChatLink2"] = common.ChatLink2
@@ -123,6 +127,7 @@ func InitOptionMap() {
 	common.OptionMap["SensitiveWords"] = setting.SensitiveWordsToString()
 	common.OptionMap["StreamCacheQueueLength"] = strconv.Itoa(setting.StreamCacheQueueLength)
 	common.OptionMap["AutomaticDisableKeywords"] = operation_setting.AutomaticDisableKeywordsToString()
+	common.OptionMap["ExposeRatioEnabled"] = strconv.FormatBool(ratio_setting.IsExposeRatioEnabled())
 
 	// 自动添加所有注册的模型配置
 	modelConfigs := config.GlobalConfig.ExportAllConfigs()
@@ -192,7 +197,7 @@ func updateOptionMap(key string, value string) (err error) {
 			common.ImageDownloadPermission = intValue
 		}
 	}
-	if strings.HasSuffix(key, "Enabled") || key == "DefaultCollapseSidebar" {
+	if strings.HasSuffix(key, "Enabled") || key == "DefaultCollapseSidebar" || key == "DefaultUseAutoGroup" {
 		boolValue := value == "true"
 		switch key {
 		case "PasswordRegisterEnabled":
@@ -261,6 +266,10 @@ func updateOptionMap(key string, value string) (err error) {
 			common.SMTPSSLEnabled = boolValue
 		case "WorkerAllowHttpImageRequestEnabled":
 			setting.WorkerAllowHttpImageRequestEnabled = boolValue
+		case "DefaultUseAutoGroup":
+			setting.DefaultUseAutoGroup = boolValue
+		case "ExposeRatioEnabled":
+			ratio_setting.SetExposeRatioEnabled(boolValue)
 		}
 	}
 	switch key {
@@ -287,6 +296,8 @@ func updateOptionMap(key string, value string) (err error) {
 		setting.PayAddress = value
 	case "Chats":
 		err = setting.UpdateChatsByJsonString(value)
+	case "AutoGroups":
+		err = setting.UpdateAutoGroupsByJsonString(value)
 	case "CustomCallbackAddress":
 		setting.CustomCallbackAddress = value
 	case "EpayId":
@@ -352,19 +363,19 @@ func updateOptionMap(key string, value string) (err error) {
 	case "DataExportDefaultTime":
 		common.DataExportDefaultTime = value
 	case "ModelRatio":
-		err = operation_setting.UpdateModelRatioByJSONString(value)
+		err = ratio_setting.UpdateModelRatioByJSONString(value)
 	case "GroupRatio":
-		err = setting.UpdateGroupRatioByJSONString(value)
+		err = ratio_setting.UpdateGroupRatioByJSONString(value)
 	case "GroupGroupRatio":
-		err = setting.UpdateGroupGroupRatioByJSONString(value)
+		err = ratio_setting.UpdateGroupGroupRatioByJSONString(value)
 	case "UserUsableGroups":
 		err = setting.UpdateUserUsableGroupsByJSONString(value)
 	case "CompletionRatio":
-		err = operation_setting.UpdateCompletionRatioByJSONString(value)
+		err = ratio_setting.UpdateCompletionRatioByJSONString(value)
 	case "ModelPrice":
-		err = operation_setting.UpdateModelPriceByJSONString(value)
+		err = ratio_setting.UpdateModelPriceByJSONString(value)
 	case "CacheRatio":
-		err = operation_setting.UpdateCacheRatioByJSONString(value)
+		err = ratio_setting.UpdateCacheRatioByJSONString(value)
 	case "TopUpLink":
 		common.TopUpLink = value
 	//case "ChatLink":
@@ -381,6 +392,8 @@ func updateOptionMap(key string, value string) (err error) {
 		operation_setting.AutomaticDisableKeywordsFromString(value)
 	case "StreamCacheQueueLength":
 		setting.StreamCacheQueueLength, _ = strconv.Atoi(value)
+	case "PayMethods":
+		err = setting.UpdatePayMethodsByJsonString(value)
 	}
 	return err
 }

model/pricing.go

@@ -2,7 +2,7 @@ package model
 
 import (
 	"one-api/common"
-	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
 	"sync"
 	"time"
 )
@@ -65,14 +65,14 @@ func updatePricing() {
 			ModelName:   model,
 			EnableGroup: groups,
 		}
-		modelPrice, findPrice := operation_setting.GetModelPrice(model, false)
+		modelPrice, findPrice := ratio_setting.GetModelPrice(model, false)
 		if findPrice {
 			pricing.ModelPrice = modelPrice
 			pricing.QuotaType = 1
 		} else {
-			modelRatio, _ := operation_setting.GetModelRatio(model)
+			modelRatio, _ := ratio_setting.GetModelRatio(model)
 			pricing.ModelRatio = modelRatio
-			pricing.CompletionRatio = operation_setting.GetCompletionRatio(model)
+			pricing.CompletionRatio = ratio_setting.GetCompletionRatio(model)
 			pricing.QuotaType = 0
 		}
 		pricingMap = append(pricingMap, pricing)

model/token.go

@@ -327,3 +327,37 @@ func CountUserTokens(userId int) (int64, error) {
 	err := DB.Model(&Token{}).Where("user_id = ?", userId).Count(&total).Error
 	return total, err
 }
+
+// BatchDeleteTokens 删除指定用户的一组令牌，返回成功删除数量
+func BatchDeleteTokens(ids []int, userId int) (int, error) {
+	if len(ids) == 0 {
+		return 0, errors.New("ids 不能为空！")
+	}
+
+	tx := DB.Begin()
+
+	var tokens []Token
+	if err := tx.Where("user_id = ? AND id IN (?)", userId, ids).Find(&tokens).Error; err != nil {
+		tx.Rollback()
+		return 0, err
+	}
+
+	if err := tx.Where("user_id = ? AND id IN (?)", userId, ids).Delete(&Token{}).Error; err != nil {
+		tx.Rollback()
+		return 0, err
+	}
+
+	if err := tx.Commit().Error; err != nil {
+		return 0, err
+	}
+
+	if common.RedisEnabled {
+		gopool.Go(func() {
+			for _, t := range tokens {
+				_ = cacheDeleteToken(t.Key)
+			}
+		})
+	}
+
+	return len(tokens), nil
+}

model/utils.go

@@ -2,11 +2,12 @@ package model
 
 import (
 	"errors"
-	"github.com/bytedance/gopkg/util/gopool"
-	"gorm.io/gorm"
 	"one-api/common"
 	"sync"
 	"time"
+
+	"github.com/bytedance/gopkg/util/gopool"
+	"gorm.io/gorm"
 )
 
 const (
@@ -48,6 +49,22 @@ func addNewRecord(type_ int, id int, value int) {
 }
 
 func batchUpdate() {
+	// check if there's any data to update
+	hasData := false
+	for i := 0; i < BatchUpdateTypeCount; i++ {
+		batchUpdateLocks[i].Lock()
+		if len(batchUpdateStores[i]) > 0 {
+			hasData = true
+			batchUpdateLocks[i].Unlock()
+			break
+		}
+		batchUpdateLocks[i].Unlock()
+	}
+
+	if !hasData {
+		return
+	}
+
 	common.SysLog("batch update started")
 	for i := 0; i < BatchUpdateTypeCount; i++ {
 		batchUpdateLocks[i].Lock()

relay/audio_handler.go

@@ -55,7 +55,7 @@ func getAndValidAudioRequest(c *gin.Context, info *relaycommon.RelayInfo) (*dto.
 }
 
 func AudioHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
-	relayInfo := relaycommon.GenRelayInfo(c)
+	relayInfo := relaycommon.GenRelayInfoOpenAIAudio(c)
 	audioRequest, err := getAndValidAudioRequest(c, relayInfo)
 
 	if err != nil {
@@ -66,10 +66,7 @@ func AudioHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 	promptTokens := 0
 	preConsumedTokens := common.PreConsumedQuota
 	if relayInfo.RelayMode == relayconstant.RelayModeAudioSpeech {
-		promptTokens, err = service.CountTTSToken(audioRequest.Input, audioRequest.Model)
-		if err != nil {
-			return service.OpenAIErrorWrapper(err, "count_audio_token_failed", http.StatusInternalServerError)
-		}
+		promptTokens = service.CountTTSToken(audioRequest.Input, audioRequest.Model)
 		preConsumedTokens = promptTokens
 		relayInfo.PromptTokens = promptTokens
 	}
@@ -89,13 +86,11 @@ func AudioHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 		}
 	}()
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, audioRequest)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
 	}
 
-	audioRequest.Model = relayInfo.UpstreamModelName
-
 	adaptor := GetAdaptor(relayInfo.ApiType)
 	if adaptor == nil {
 		return service.OpenAIErrorWrapperLocal(fmt.Errorf("invalid api type: %d", relayInfo.ApiType), "invalid_api_type", http.StatusBadRequest)

relay/channel/adapter.go

@@ -44,4 +44,6 @@ type TaskAdaptor interface {
 
 	// FetchTask
 	FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error)
+
+	ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error)
 }

relay/channel/claude/relay-claude.go

@@ -7,6 +7,7 @@ import (
 	"net/http"
 	"one-api/common"
 	"one-api/dto"
+	"one-api/relay/channel/openrouter"
 	relaycommon "one-api/relay/common"
 	"one-api/relay/helper"
 	"one-api/service"
@@ -122,6 +123,21 @@ func RequestOpenAI2ClaudeMessage(textRequest dto.GeneralOpenAIRequest) (*dto.Cla
 		claudeRequest.Model = strings.TrimSuffix(textRequest.Model, "-thinking")
 	}
 
+	if textRequest.Reasoning != nil {
+		var reasoning openrouter.RequestReasoning
+		if err := common.DecodeJson(textRequest.Reasoning, &reasoning); err != nil {
+			return nil, err
+		}
+
+		budgetTokens := reasoning.MaxTokens
+		if budgetTokens > 0 {
+			claudeRequest.Thinking = &dto.Thinking{
+				Type:         "enabled",
+				BudgetTokens: &budgetTokens,
+			}
+		}
+	}
+
 	if textRequest.Stop != nil {
 		// stop maybe string/array string, convert to array string
 		switch textRequest.Stop.(type) {
@@ -454,6 +470,7 @@ type ClaudeResponseInfo struct {
 	Model        string
 	ResponseText strings.Builder
 	Usage        *dto.Usage
+	Done         bool
 }
 
 func FormatClaudeResponseInfo(requestMode int, claudeResponse *dto.ClaudeResponse, oaiResponse *dto.ChatCompletionsStreamResponse, claudeInfo *ClaudeResponseInfo) bool {
@@ -461,20 +478,32 @@ func FormatClaudeResponseInfo(requestMode int, claudeResponse *dto.ClaudeRespons
 		claudeInfo.ResponseText.WriteString(claudeResponse.Completion)
 	} else {
 		if claudeResponse.Type == "message_start" {
-			// message_start, 获取usage
 			claudeInfo.ResponseId = claudeResponse.Message.Id
 			claudeInfo.Model = claudeResponse.Message.Model
+
+			// message_start, 获取usage
 			claudeInfo.Usage.PromptTokens = claudeResponse.Message.Usage.InputTokens
+			claudeInfo.Usage.PromptTokensDetails.CachedTokens = claudeResponse.Message.Usage.CacheReadInputTokens
+			claudeInfo.Usage.PromptTokensDetails.CachedCreationTokens = claudeResponse.Message.Usage.CacheCreationInputTokens
+			claudeInfo.Usage.CompletionTokens = claudeResponse.Message.Usage.OutputTokens
 		} else if claudeResponse.Type == "content_block_delta" {
 			if claudeResponse.Delta.Text != nil {
 				claudeInfo.ResponseText.WriteString(*claudeResponse.Delta.Text)
 			}
+			if claudeResponse.Delta.Thinking != "" {
+				claudeInfo.ResponseText.WriteString(claudeResponse.Delta.Thinking)
+			}
 		} else if claudeResponse.Type == "message_delta" {
-			claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
+			// 最终的usage获取
 			if claudeResponse.Usage.InputTokens > 0 {
+				// 不叠加，只取最新的
 				claudeInfo.Usage.PromptTokens = claudeResponse.Usage.InputTokens
 			}
-			claudeInfo.Usage.TotalTokens = claudeInfo.Usage.PromptTokens + claudeResponse.Usage.OutputTokens
+			claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
+			claudeInfo.Usage.TotalTokens = claudeInfo.Usage.PromptTokens + claudeInfo.Usage.CompletionTokens
+
+			// 判断是否完整
+			claudeInfo.Done = true
 		} else if claudeResponse.Type == "content_block_start" {
 		} else {
 			return false
@@ -506,25 +535,15 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 		}
 	}
 	if info.RelayFormat == relaycommon.RelayFormatClaude {
+		FormatClaudeResponseInfo(requestMode, &claudeResponse, nil, claudeInfo)
+
 		if requestMode == RequestModeCompletion {
-			claudeInfo.ResponseText.WriteString(claudeResponse.Completion)
 		} else {
 			if claudeResponse.Type == "message_start" {
 				// message_start, 获取usage
 				info.UpstreamModelName = claudeResponse.Message.Model
-				claudeInfo.Usage.PromptTokens = claudeResponse.Message.Usage.InputTokens
-				claudeInfo.Usage.PromptTokensDetails.CachedTokens = claudeResponse.Message.Usage.CacheReadInputTokens
-				claudeInfo.Usage.PromptTokensDetails.CachedCreationTokens = claudeResponse.Message.Usage.CacheCreationInputTokens
-				claudeInfo.Usage.CompletionTokens = claudeResponse.Message.Usage.OutputTokens
 			} else if claudeResponse.Type == "content_block_delta" {
-				claudeInfo.ResponseText.WriteString(claudeResponse.Delta.GetText())
 			} else if claudeResponse.Type == "message_delta" {
-				if claudeResponse.Usage.InputTokens > 0 {
-					// 不叠加，只取最新的
-					claudeInfo.Usage.PromptTokens = claudeResponse.Usage.InputTokens
-				}
-				claudeInfo.Usage.CompletionTokens = claudeResponse.Usage.OutputTokens
-				claudeInfo.Usage.TotalTokens = claudeInfo.Usage.PromptTokens + claudeInfo.Usage.CompletionTokens
 			}
 		}
 		helper.ClaudeChunkData(c, claudeResponse, data)
@@ -544,29 +563,25 @@ func HandleStreamResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 }
 
 func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, claudeInfo *ClaudeResponseInfo, requestMode int) {
+
+	if requestMode == RequestModeCompletion {
+		claudeInfo.Usage = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
+	} else {
+		if claudeInfo.Usage.PromptTokens == 0 {
+			//上游出错
+		}
+		if claudeInfo.Usage.CompletionTokens == 0 || !claudeInfo.Done {
+			if common.DebugEnabled {
+				common.SysError("claude response usage is not complete, maybe upstream error")
+			}
+			claudeInfo.Usage = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
+		}
+	}
+
 	if info.RelayFormat == relaycommon.RelayFormatClaude {
-		if requestMode == RequestModeCompletion {
-			claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
-		} else {
-			// 说明流模式建立失败，可能为官方出错
-			if claudeInfo.Usage.PromptTokens == 0 {
-				//usage.PromptTokens = info.PromptTokens
-			}
-			if claudeInfo.Usage.CompletionTokens == 0 {
-				claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
-			}
-		}
+		//
 	} else if info.RelayFormat == relaycommon.RelayFormatOpenAI {
-		if requestMode == RequestModeCompletion {
-			claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
-		} else {
-			if claudeInfo.Usage.PromptTokens == 0 {
-				//上游出错
-			}
-			if claudeInfo.Usage.CompletionTokens == 0 {
-				claudeInfo.Usage, _ = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
-			}
-		}
+
 		if info.ShouldIncludeUsage {
 			response := helper.GenerateFinalUsageResponse(claudeInfo.ResponseId, claudeInfo.Created, info.UpstreamModelName, *claudeInfo.Usage)
 			err := helper.ObjectData(c, response)
@@ -619,10 +634,7 @@ func HandleClaudeResponseData(c *gin.Context, info *relaycommon.RelayInfo, claud
 		}
 	}
 	if requestMode == RequestModeCompletion {
-		completionTokens, err := service.CountTextToken(claudeResponse.Completion, info.OriginModelName)
-		if err != nil {
-			return service.OpenAIErrorWrapper(err, "count_token_text_failed", http.StatusInternalServerError)
-		}
+		completionTokens := service.CountTextToken(claudeResponse.Completion, info.OriginModelName)
 		claudeInfo.Usage.PromptTokens = info.PromptTokens
 		claudeInfo.Usage.CompletionTokens = completionTokens
 		claudeInfo.Usage.TotalTokens = info.PromptTokens + completionTokens

relay/channel/cloudflare/relay_cloudflare.go

@@ -71,7 +71,7 @@ func cfStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rela
 	if err := scanner.Err(); err != nil {
 		common.LogError(c, "error_scanning_stream_response: "+err.Error())
 	}
-	usage, _ := service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+	usage := service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
 	if info.ShouldIncludeUsage {
 		response := helper.GenerateFinalUsageResponse(id, info.StartTime.Unix(), info.UpstreamModelName, *usage)
 		err := helper.ObjectData(c, response)
@@ -108,7 +108,7 @@ func cfHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo)
 	for _, choice := range response.Choices {
 		responseText += choice.Message.StringContent()
 	}
-	usage, _ := service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+	usage := service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
 	response.Usage = *usage
 	response.Id = helper.GetResponseID(c)
 	jsonResponse, err := json.Marshal(response)
@@ -150,7 +150,7 @@ func cfSTTHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayIn
 
 	usage := &dto.Usage{}
 	usage.PromptTokens = info.PromptTokens
-	usage.CompletionTokens, _ = service.CountTextToken(cfResp.Result.Text, info.UpstreamModelName)
+	usage.CompletionTokens = service.CountTextToken(cfResp.Result.Text, info.UpstreamModelName)
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
 
 	return nil, usage

relay/channel/cohere/relay-cohere.go

@@ -162,7 +162,7 @@ func cohereStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.
 		}
 	})
 	if usage.PromptTokens == 0 {
-		usage, _ = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
 	}
 	return nil, usage
 }

relay/channel/coze/relay-coze.go

@@ -106,7 +106,7 @@ func cozeChatStreamHandler(c *gin.Context, resp *http.Response, info *relaycommo
 
 	var currentEvent string
 	var currentData string
-	var usage dto.Usage
+	var usage = &dto.Usage{}
 
 	for scanner.Scan() {
 		line := scanner.Text()
@@ -114,7 +114,7 @@ func cozeChatStreamHandler(c *gin.Context, resp *http.Response, info *relaycommo
 		if line == "" {
 			if currentEvent != "" && currentData != "" {
 				// handle last event
-				handleCozeEvent(c, currentEvent, currentData, &responseText, &usage, id, info)
+				handleCozeEvent(c, currentEvent, currentData, &responseText, usage, id, info)
 				currentEvent = ""
 				currentData = ""
 			}
@@ -134,7 +134,7 @@ func cozeChatStreamHandler(c *gin.Context, resp *http.Response, info *relaycommo
 
 	// Last event
 	if currentEvent != "" && currentData != "" {
-		handleCozeEvent(c, currentEvent, currentData, &responseText, &usage, id, info)
+		handleCozeEvent(c, currentEvent, currentData, &responseText, usage, id, info)
 	}
 
 	if err := scanner.Err(); err != nil {
@@ -143,12 +143,10 @@ func cozeChatStreamHandler(c *gin.Context, resp *http.Response, info *relaycommo
 	helper.Done(c)
 
 	if usage.TotalTokens == 0 {
-		usage.PromptTokens = info.PromptTokens
-		usage.CompletionTokens, _ = service.CountTextToken("gpt-3.5-turbo", responseText)
-		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, c.GetInt("coze_input_count"))
 	}
 
-	return nil, &usage
+	return nil, usage
 }
 
 func handleCozeEvent(c *gin.Context, event string, data string, responseText *string, usage *dto.Usage, id string, info *relaycommon.RelayInfo) {

relay/channel/dify/relay-dify.go

@@ -243,15 +243,8 @@ func difyStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.Re
 		return true
 	})
 	helper.Done(c)
-	err := resp.Body.Close()
-	if err != nil {
-		// return service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
-		common.SysError("close_response_body_failed: " + err.Error())
-	}
 	if usage.TotalTokens == 0 {
-		usage.PromptTokens = info.PromptTokens
-		usage.CompletionTokens, _ = service.CountTextToken("gpt-3.5-turbo", responseText)
-		usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
+		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
 	}
 	usage.CompletionTokens += nodeToken
 	return nil, usage

relay/channel/gemini/adaptor.go

@@ -73,12 +73,12 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 
 	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
 		// 新增逻辑：处理 -thinking-<budget> 格式
-		if strings.Contains(info.OriginModelName, "-thinking-") {
+		if strings.Contains(info.UpstreamModelName, "-thinking-") {
 			parts := strings.Split(info.UpstreamModelName, "-thinking-")
 			info.UpstreamModelName = parts[0]
-		} else if strings.HasSuffix(info.OriginModelName, "-thinking") { // 旧的适配
+		} else if strings.HasSuffix(info.UpstreamModelName, "-thinking") { // 旧的适配
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
-		} else if strings.HasSuffix(info.OriginModelName, "-nothinking") {
+		} else if strings.HasSuffix(info.UpstreamModelName, "-nothinking") {
 			info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-nothinking")
 		}
 	}

relay/channel/gemini/dto.go

@@ -140,6 +140,7 @@ type GeminiChatGenerationConfig struct {
 	Seed               int64                 `json:"seed,omitempty"`
 	ResponseModalities []string              `json:"responseModalities,omitempty"`
 	ThinkingConfig     *GeminiThinkingConfig `json:"thinkingConfig,omitempty"`
+	SpeechConfig       json.RawMessage       `json:"speechConfig,omitempty"` // RawMessage to allow flexible speech config
 }
 
 type GeminiChatCandidate struct {

relay/channel/gemini/relay-gemini-native.go

@@ -9,6 +9,7 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/helper"
 	"one-api/service"
+	"strings"
 
 	"github.com/gin-gonic/gin"
 )
@@ -35,23 +36,10 @@ func GeminiTextGenerationHandler(c *gin.Context, resp *http.Response, info *rela
 		return nil, service.OpenAIErrorWrapper(err, "unmarshal_response_body_failed", http.StatusInternalServerError)
 	}
 
-	// 检查是否有候选响应
-	if len(geminiResponse.Candidates) == 0 {
-		return nil, &dto.OpenAIErrorWithStatusCode{
-			Error: dto.OpenAIError{
-				Message: "No candidates returned",
-				Type:    "server_error",
-				Param:   "",
-				Code:    500,
-			},
-			StatusCode: resp.StatusCode,
-		}
-	}
-
 	// 计算使用量（基于 UsageMetadata）
 	usage := dto.Usage{
 		PromptTokens:     geminiResponse.UsageMetadata.PromptTokenCount,
-		CompletionTokens: geminiResponse.UsageMetadata.CandidatesTokenCount,
+		CompletionTokens: geminiResponse.UsageMetadata.CandidatesTokenCount + geminiResponse.UsageMetadata.ThoughtsTokenCount,
 		TotalTokens:      geminiResponse.UsageMetadata.TotalTokenCount,
 	}
 
@@ -88,6 +76,8 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, resp *http.Response, info
 
 	helper.SetEventStreamHeaders(c)
 
+	responseText := strings.Builder{}
+
 	helper.StreamScannerHandler(c, resp, info, func(data string) bool {
 		var geminiResponse GeminiChatResponse
 		err := common.DecodeJsonStr(data, &geminiResponse)
@@ -102,13 +92,16 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, resp *http.Response, info
 				if part.InlineData != nil && part.InlineData.MimeType != "" {
 					imageCount++
 				}
+				if part.Text != "" {
+					responseText.WriteString(part.Text)
+				}
 			}
 		}
 
 		// 更新使用量统计
 		if geminiResponse.UsageMetadata.TotalTokenCount != 0 {
 			usage.PromptTokens = geminiResponse.UsageMetadata.PromptTokenCount
-			usage.CompletionTokens = geminiResponse.UsageMetadata.CandidatesTokenCount
+			usage.CompletionTokens = geminiResponse.UsageMetadata.CandidatesTokenCount + geminiResponse.UsageMetadata.ThoughtsTokenCount
 			usage.TotalTokens = geminiResponse.UsageMetadata.TotalTokenCount
 			usage.CompletionTokenDetails.ReasoningTokens = geminiResponse.UsageMetadata.ThoughtsTokenCount
 			for _, detail := range geminiResponse.UsageMetadata.PromptTokensDetails {
@@ -121,7 +114,7 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, resp *http.Response, info
 		}
 
 		// 直接发送 GeminiChatResponse 响应
-		err = helper.ObjectData(c, geminiResponse)
+		err = helper.StringData(c, data)
 		if err != nil {
 			common.LogError(c, err.Error())
 		}
@@ -135,8 +128,16 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, resp *http.Response, info
 		}
 	}
 
-	// 计算最终使用量
-	usage.CompletionTokens = usage.TotalTokens - usage.PromptTokens
+	// 如果usage.CompletionTokens为0，则使用本地统计的completion tokens
+	if usage.CompletionTokens == 0 {
+		str := responseText.String()
+		if len(str) > 0 {
+			usage = service.ResponseText2Usage(responseText.String(), info.UpstreamModelName, info.PromptTokens)
+		} else {
+			// 空补全，不需要使用量
+			usage = &dto.Usage{}
+		}
+	}
 
 	// 移除流式响应结尾的[Done]，因为Gemini API没有发送Done的行为
 	//helper.Done(c)

relay/channel/gemini/relay-gemini.go

@@ -39,11 +39,100 @@ var geminiSupportedMimeTypes = map[string]bool{
 
 // Gemini 允许的思考预算范围
 const (
-	pro25MinBudget   = 128
-	pro25MaxBudget   = 32768
-	flash25MaxBudget = 24576
+	pro25MinBudget       = 128
+	pro25MaxBudget       = 32768
+	flash25MaxBudget     = 24576
+	flash25LiteMinBudget = 512
+	flash25LiteMaxBudget = 24576
 )
 
+// clampThinkingBudget 根据模型名称将预算限制在允许的范围内
+func clampThinkingBudget(modelName string, budget int) int {
+	isNew25Pro := strings.HasPrefix(modelName, "gemini-2.5-pro") &&
+		!strings.HasPrefix(modelName, "gemini-2.5-pro-preview-05-06") &&
+		!strings.HasPrefix(modelName, "gemini-2.5-pro-preview-03-25")
+	is25FlashLite := strings.HasPrefix(modelName, "gemini-2.5-flash-lite")
+
+	if is25FlashLite {
+		if budget < flash25LiteMinBudget {
+			return flash25LiteMinBudget
+		}
+		if budget > flash25LiteMaxBudget {
+			return flash25LiteMaxBudget
+		}
+	} else if isNew25Pro {
+		if budget < pro25MinBudget {
+			return pro25MinBudget
+		}
+		if budget > pro25MaxBudget {
+			return pro25MaxBudget
+		}
+	} else { // 其他模型
+		if budget < 0 {
+			return 0
+		}
+		if budget > flash25MaxBudget {
+			return flash25MaxBudget
+		}
+	}
+	return budget
+}
+
+func ThinkingAdaptor(geminiRequest *GeminiChatRequest, info *relaycommon.RelayInfo) {
+	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
+		modelName := info.UpstreamModelName
+		isNew25Pro := strings.HasPrefix(modelName, "gemini-2.5-pro") &&
+			!strings.HasPrefix(modelName, "gemini-2.5-pro-preview-05-06") &&
+			!strings.HasPrefix(modelName, "gemini-2.5-pro-preview-03-25")
+
+		if strings.Contains(modelName, "-thinking-") {
+			parts := strings.SplitN(modelName, "-thinking-", 2)
+			if len(parts) == 2 && parts[1] != "" {
+				if budgetTokens, err := strconv.Atoi(parts[1]); err == nil {
+					clampedBudget := clampThinkingBudget(modelName, budgetTokens)
+					geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
+						ThinkingBudget:  common.GetPointer(clampedBudget),
+						IncludeThoughts: true,
+					}
+				}
+			}
+		} else if strings.HasSuffix(modelName, "-thinking") {
+			unsupportedModels := []string{
+				"gemini-2.5-pro-preview-05-06",
+				"gemini-2.5-pro-preview-03-25",
+			}
+			isUnsupported := false
+			for _, unsupportedModel := range unsupportedModels {
+				if strings.HasPrefix(modelName, unsupportedModel) {
+					isUnsupported = true
+					break
+				}
+			}
+
+			if isUnsupported {
+				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
+					IncludeThoughts: true,
+				}
+			} else {
+				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
+					IncludeThoughts: true,
+				}
+				if geminiRequest.GenerationConfig.MaxOutputTokens > 0 {
+					budgetTokens := model_setting.GetGeminiSettings().ThinkingAdapterBudgetTokensPercentage * float64(geminiRequest.GenerationConfig.MaxOutputTokens)
+					clampedBudget := clampThinkingBudget(modelName, int(budgetTokens))
+					geminiRequest.GenerationConfig.ThinkingConfig.ThinkingBudget = common.GetPointer(clampedBudget)
+				}
+			}
+		} else if strings.HasSuffix(modelName, "-nothinking") {
+			if !isNew25Pro {
+				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
+					ThinkingBudget: common.GetPointer(0),
+				}
+			}
+		}
+	}
+}
+
 // Setting safety to the lowest possible values since Gemini is already powerless enough
 func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (*GeminiChatRequest, error) {
 
@@ -64,100 +153,7 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 		}
 	}
 
-	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
-		// 新增逻辑：处理 -thinking-<budget> 格式
-		if strings.Contains(info.OriginModelName, "-thinking-") {
-			parts := strings.SplitN(info.OriginModelName, "-thinking-", 2)
-			if len(parts) == 2 && parts[1] != "" {
-				if budgetTokens, err := strconv.Atoi(parts[1]); err == nil {
-					// 从模型名称成功解析预算
-					isNew25Pro := strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro") &&
-						!strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro-preview-05-06") &&
-						!strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro-preview-03-25")
-
-					if isNew25Pro {
-						// 新的2.5pro模型：ThinkingBudget范围为128-32768
-						if budgetTokens < pro25MinBudget {
-							budgetTokens = pro25MinBudget
-						} else if budgetTokens > pro25MaxBudget {
-							budgetTokens = pro25MaxBudget
-						}
-					} else {
-						// 其他模型：ThinkingBudget范围为0-24576
-						if budgetTokens < 0 {
-							budgetTokens = 0
-						} else if budgetTokens > flash25MaxBudget {
-							budgetTokens = flash25MaxBudget
-						}
-					}
-
-					geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
-						ThinkingBudget:  common.GetPointer(budgetTokens),
-						IncludeThoughts: true,
-					}
-				}
-				// 如果解析失败，则不设置ThinkingConfig，静默处理
-			}
-		} else if strings.HasSuffix(info.OriginModelName, "-thinking") { // 保留旧逻辑以兼容
-			// 硬编码不支持 ThinkingBudget 的旧模型
-			unsupportedModels := []string{
-				"gemini-2.5-pro-preview-05-06",
-				"gemini-2.5-pro-preview-03-25",
-			}
-
-			isUnsupported := false
-			for _, unsupportedModel := range unsupportedModels {
-				if strings.HasPrefix(info.OriginModelName, unsupportedModel) {
-					isUnsupported = true
-					break
-				}
-			}
-
-			if isUnsupported {
-				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
-					IncludeThoughts: true,
-				}
-			} else {
-				budgetTokens := model_setting.GetGeminiSettings().ThinkingAdapterBudgetTokensPercentage * float64(geminiRequest.GenerationConfig.MaxOutputTokens)
-
-				// 检查是否为新的2.5pro模型（支持ThinkingBudget但有特殊范围）
-				isNew25Pro := strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro") &&
-					!strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro-preview-05-06") &&
-					!strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro-preview-03-25")
-
-				if isNew25Pro {
-					// 新的2.5pro模型：ThinkingBudget范围为128-32768
-					if budgetTokens == 0 || budgetTokens < 128 {
-						budgetTokens = 128
-					} else if budgetTokens > 32768 {
-						budgetTokens = 32768
-					}
-				} else {
-					// 其他模型：ThinkingBudget范围为0-24576
-					if budgetTokens == 0 || budgetTokens > 24576 {
-						budgetTokens = 24576
-					}
-				}
-
-				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
-					ThinkingBudget:  common.GetPointer(int(budgetTokens)),
-					IncludeThoughts: true,
-				}
-			}
-		} else if strings.HasSuffix(info.OriginModelName, "-nothinking") {
-			// 检查是否为新的2.5pro模型（不支持-nothinking，因为最低值只能为128）
-			isNew25Pro := strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro") &&
-				!strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro-preview-05-06") &&
-				!strings.HasPrefix(info.OriginModelName, "gemini-2.5-pro-preview-03-25")
-
-			if !isNew25Pro {
-				// 只有非新2.5pro模型才支持-nothinking
-				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
-					ThinkingBudget: common.GetPointer(0),
-				}
-			}
-		}
-	}
+	ThinkingAdaptor(&geminiRequest, info)
 
 	safetySettings := make([]GeminiChatSafetySettings, 0, len(SafetySettingList))
 	for _, category := range SafetySettingList {
@@ -324,7 +320,8 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 
 					// 校验 MimeType 是否在 Gemini 支持的白名单中
 					if _, ok := geminiSupportedMimeTypes[strings.ToLower(fileData.MimeType)]; !ok {
-						return nil, fmt.Errorf("MIME type '%s' from URL '%s' is not supported by Gemini. Supported types are: %v", fileData.MimeType, part.GetImageMedia().Url, getSupportedMimeTypesList())
+						url := part.GetImageMedia().Url
+						return nil, fmt.Errorf("mime type is not supported by Gemini: '%s', url: '%s', supported types are: %v", fileData.MimeType, url, getSupportedMimeTypesList())
 					}
 
 					parts = append(parts, GeminiPart{
@@ -382,7 +379,9 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 		if content.Role == "assistant" {
 			content.Role = "model"
 		}
-		geminiRequest.Contents = append(geminiRequest.Contents, content)
+		if len(content.Parts) > 0 {
+			geminiRequest.Contents = append(geminiRequest.Contents, content)
+		}
 	}
 
 	if len(system_content) > 0 {

relay/channel/openai/adaptor.go

@@ -159,6 +159,11 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	if info.ChannelType != common.ChannelTypeOpenAI && info.ChannelType != common.ChannelTypeAzure {
 		request.StreamOptions = nil
 	}
+	if info.ChannelType == common.ChannelTypeOpenRouter {
+		if len(request.Usage) == 0 {
+			request.Usage = json.RawMessage(`{"include":true}`)
+		}
+	}
 	if strings.HasPrefix(request.Model, "o") {
 		if request.MaxCompletionTokens == 0 && request.MaxTokens != 0 {
 			request.MaxCompletionTokens = request.MaxTokens

relay/channel/openai/relay-openai.go

@@ -8,7 +8,6 @@ import (
 	"math"
 	"mime/multipart"
 	"net/http"
-	"path/filepath"
 	"one-api/common"
 	"one-api/constant"
 	"one-api/dto"
@@ -16,6 +15,7 @@ import (
 	"one-api/relay/helper"
 	"one-api/service"
 	"os"
+	"path/filepath"
 	"strings"
 
 	"github.com/bytedance/gopkg/util/gopool"
@@ -181,7 +181,7 @@ func OaiStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 	}
 
 	if !containStreamUsage {
-		usage, _ = service.ResponseText2Usage(responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
 		usage.CompletionTokens += toolCount * 7
 	} else {
 		if info.ChannelType == common.ChannelTypeDeepSeek {
@@ -216,7 +216,7 @@ func OpenaiHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayI
 			StatusCode: resp.StatusCode,
 		}, nil
 	}
-	
+
 	forceFormat := false
 	if forceFmt, ok := info.ChannelSetting[constant.ForceFormat].(bool); ok {
 		forceFormat = forceFmt
@@ -225,7 +225,7 @@ func OpenaiHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayI
 	if simpleResponse.Usage.TotalTokens == 0 || (simpleResponse.Usage.PromptTokens == 0 && simpleResponse.Usage.CompletionTokens == 0) {
 		completionTokens := 0
 		for _, choice := range simpleResponse.Choices {
-			ctkm, _ := service.CountTextToken(choice.Message.StringContent()+choice.Message.ReasoningContent+choice.Message.Reasoning, info.UpstreamModelName)
+			ctkm := service.CountTextToken(choice.Message.StringContent()+choice.Message.ReasoningContent+choice.Message.Reasoning, info.UpstreamModelName)
 			completionTokens += ctkm
 		}
 		simpleResponse.Usage = dto.Usage{
@@ -276,9 +276,9 @@ func OpenaiHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayI
 func OpenaiTTSHandler(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (*dto.OpenAIErrorWithStatusCode, *dto.Usage) {
 	// the status code has been judged before, if there is a body reading failure,
 	// it should be regarded as a non-recoverable error, so it should not return err for external retry.
-	// Analogous to nginx's load balancing, it will only retry if it can't be requested or 
-	// if the upstream returns a specific status code, once the upstream has already written the header, 
-	// the subsequent failure of the response body should be regarded as a non-recoverable error, 
+	// Analogous to nginx's load balancing, it will only retry if it can't be requested or
+	// if the upstream returns a specific status code, once the upstream has already written the header,
+	// the subsequent failure of the response body should be regarded as a non-recoverable error,
 	// and can be terminated directly.
 	defer resp.Body.Close()
 	usage := &dto.Usage{}
@@ -346,12 +346,12 @@ func countAudioTokens(c *gin.Context) (int, error) {
 	if err = c.ShouldBind(&reqBody); err != nil {
 		return 0, errors.WithStack(err)
 	}
-  ext := filepath.Ext(reqBody.File.Filename) // 获取文件扩展名
+	ext := filepath.Ext(reqBody.File.Filename) // 获取文件扩展名
 	reqFp, err := reqBody.File.Open()
 	if err != nil {
 		return 0, errors.WithStack(err)
 	}
-  defer reqFp.Close()
+	defer reqFp.Close()
 
 	tmpFp, err := os.CreateTemp("", "audio-*"+ext)
 	if err != nil {
@@ -623,13 +623,13 @@ func OpenaiHandlerWithUsage(c *gin.Context, resp *http.Response, info *relaycomm
 	c.Writer.WriteHeader(resp.StatusCode)
 	_, err = io.Copy(c.Writer, resp.Body)
 	if err != nil {
-		return service.OpenAIErrorWrapper(err, "copy_response_body_failed", http.StatusInternalServerError), nil
-	}
-	err = resp.Body.Close()
-	if err != nil {
-		return service.OpenAIErrorWrapper(err, "close_response_body_failed", http.StatusInternalServerError), nil
+		common.SysError("error copying response body: " + err.Error())
 	}
+	_ = resp.Body.Close()
 
+	// Once we've written to the client, we should not return errors anymore
+	// because the upstream has already consumed resources and returned content
+	// We should still perform billing even if parsing fails
 	var usageResp dto.SimpleResponse
 	err = json.Unmarshal(responseBody, &usageResp)
 	if err != nil {

relay/channel/openai/relay_responses.go

@@ -110,7 +110,7 @@ func OaiResponsesStreamHandler(c *gin.Context, resp *http.Response, info *relayc
 		tempStr := responseTextBuilder.String()
 		if len(tempStr) > 0 {
 			// 非正常结束，使用输出文本的 token 数量
-			completionTokens, _ := service.CountTextToken(tempStr, info.UpstreamModelName)
+			completionTokens := service.CountTextToken(tempStr, info.UpstreamModelName)
 			usage.CompletionTokens = completionTokens
 		}
 	}

relay/channel/palm/adaptor.go

@@ -74,7 +74,7 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 	if info.IsStream {
 		var responseText string
 		err, responseText = palmStreamHandler(c, resp)
-		usage, _ = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
 	} else {
 		err, usage = palmHandler(c, resp, info.PromptTokens, info.UpstreamModelName)
 	}

relay/channel/palm/relay-palm.go

@@ -155,7 +155,7 @@ func palmHandler(c *gin.Context, resp *http.Response, promptTokens int, model st
 		}, nil
 	}
 	fullTextResponse := responsePaLM2OpenAI(&palmResponse)
-	completionTokens, _ := service.CountTextToken(palmResponse.Candidates[0].Content, model)
+	completionTokens := service.CountTextToken(palmResponse.Candidates[0].Content, model)
 	usage := dto.Usage{
 		PromptTokens:     promptTokens,
 		CompletionTokens: completionTokens,

relay/channel/task/jimeng/adaptor.go

@@ -0,0 +1,379 @@
+package jimeng
+
+import (
+	"bytes"
+	"crypto/hmac"
+	"crypto/sha256"
+	"encoding/hex"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"net/url"
+	"one-api/model"
+	"sort"
+	"strings"
+	"time"
+
+	"github.com/gin-gonic/gin"
+	"github.com/pkg/errors"
+
+	"one-api/common"
+	"one-api/dto"
+	"one-api/relay/channel"
+	relaycommon "one-api/relay/common"
+	"one-api/service"
+)
+
+// ============================
+// Request / Response structures
+// ============================
+
+type requestPayload struct {
+	ReqKey           string   `json:"req_key"`
+	BinaryDataBase64 []string `json:"binary_data_base64,omitempty"`
+	ImageUrls        []string `json:"image_urls,omitempty"`
+	Prompt           string   `json:"prompt,omitempty"`
+	Seed             int64    `json:"seed"`
+	AspectRatio      string   `json:"aspect_ratio"`
+}
+
+type responsePayload struct {
+	Code      int    `json:"code"`
+	Message   string `json:"message"`
+	RequestId string `json:"request_id"`
+	Data      struct {
+		TaskID string `json:"task_id"`
+	} `json:"data"`
+}
+
+type responseTask struct {
+	Code int `json:"code"`
+	Data struct {
+		BinaryDataBase64 []interface{} `json:"binary_data_base64"`
+		ImageUrls        interface{}   `json:"image_urls"`
+		RespData         string        `json:"resp_data"`
+		Status           string        `json:"status"`
+		VideoUrl         string        `json:"video_url"`
+	} `json:"data"`
+	Message     string `json:"message"`
+	RequestId   string `json:"request_id"`
+	Status      int    `json:"status"`
+	TimeElapsed string `json:"time_elapsed"`
+}
+
+// ============================
+// Adaptor implementation
+// ============================
+
+type TaskAdaptor struct {
+	ChannelType int
+	accessKey   string
+	secretKey   string
+	baseURL     string
+}
+
+func (a *TaskAdaptor) Init(info *relaycommon.TaskRelayInfo) {
+	a.ChannelType = info.ChannelType
+	a.baseURL = info.BaseUrl
+
+	// apiKey format: "access_key,secret_key"
+	keyParts := strings.Split(info.ApiKey, ",")
+	if len(keyParts) == 2 {
+		a.accessKey = strings.TrimSpace(keyParts[0])
+		a.secretKey = strings.TrimSpace(keyParts[1])
+	}
+}
+
+// ValidateRequestAndSetAction parses body, validates fields and sets default action.
+func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.TaskRelayInfo) (taskErr *dto.TaskError) {
+	// Accept only POST /v1/video/generations as "generate" action.
+	action := "generate"
+	info.Action = action
+
+	req := relaycommon.TaskSubmitReq{}
+	if err := common.UnmarshalBodyReusable(c, &req); err != nil {
+		taskErr = service.TaskErrorWrapperLocal(err, "invalid_request", http.StatusBadRequest)
+		return
+	}
+	if strings.TrimSpace(req.Prompt) == "" {
+		taskErr = service.TaskErrorWrapperLocal(fmt.Errorf("prompt is required"), "invalid_request", http.StatusBadRequest)
+		return
+	}
+
+	// Store into context for later usage
+	c.Set("task_request", req)
+	return nil
+}
+
+// BuildRequestURL constructs the upstream URL.
+func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.TaskRelayInfo) (string, error) {
+	return fmt.Sprintf("%s/?Action=CVSync2AsyncSubmitTask&Version=2022-08-31", a.baseURL), nil
+}
+
+// BuildRequestHeader sets required headers.
+func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info *relaycommon.TaskRelayInfo) error {
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Accept", "application/json")
+	return a.signRequest(req, a.accessKey, a.secretKey)
+}
+
+// BuildRequestBody converts request into Jimeng specific format.
+func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.TaskRelayInfo) (io.Reader, error) {
+	v, exists := c.Get("task_request")
+	if !exists {
+		return nil, fmt.Errorf("request not found in context")
+	}
+	req := v.(relaycommon.TaskSubmitReq)
+
+	body, err := a.convertToRequestPayload(&req)
+	if err != nil {
+		return nil, errors.Wrap(err, "convert request payload failed")
+	}
+	data, err := json.Marshal(body)
+	if err != nil {
+		return nil, err
+	}
+	return bytes.NewReader(data), nil
+}
+
+// DoRequest delegates to common helper.
+func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.TaskRelayInfo, requestBody io.Reader) (*http.Response, error) {
+	return channel.DoTaskApiRequest(a, c, info, requestBody)
+}
+
+// DoResponse handles upstream response, returns taskID etc.
+func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.TaskRelayInfo) (taskID string, taskData []byte, taskErr *dto.TaskError) {
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		taskErr = service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+	_ = resp.Body.Close()
+
+	// Parse Jimeng response
+	var jResp responsePayload
+	if err := json.Unmarshal(responseBody, &jResp); err != nil {
+		taskErr = service.TaskErrorWrapper(errors.Wrapf(err, "body: %s", responseBody), "unmarshal_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+
+	if jResp.Code != 10000 {
+		taskErr = service.TaskErrorWrapper(fmt.Errorf(jResp.Message), fmt.Sprintf("%d", jResp.Code), http.StatusInternalServerError)
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"task_id": jResp.Data.TaskID})
+	return jResp.Data.TaskID, responseBody, nil
+}
+
+// FetchTask fetch task status
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+	taskID, ok := body["task_id"].(string)
+	if !ok {
+		return nil, fmt.Errorf("invalid task_id")
+	}
+
+	uri := fmt.Sprintf("%s/?Action=CVSync2AsyncGetResult&Version=2022-08-31", baseUrl)
+	payload := map[string]string{
+		"req_key": "jimeng_vgfm_t2v_l20", // This is fixed value from doc: https://www.volcengine.com/docs/85621/1544774
+		"task_id": taskID,
+	}
+	payloadBytes, err := json.Marshal(payload)
+	if err != nil {
+		return nil, errors.Wrap(err, "marshal fetch task payload failed")
+	}
+
+	req, err := http.NewRequest(http.MethodPost, uri, bytes.NewBuffer(payloadBytes))
+	if err != nil {
+		return nil, err
+	}
+
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Content-Type", "application/json")
+
+	keyParts := strings.Split(key, ",")
+	if len(keyParts) != 2 {
+		return nil, fmt.Errorf("invalid api key format for jimeng: expected 'ak,sk'")
+	}
+	accessKey := strings.TrimSpace(keyParts[0])
+	secretKey := strings.TrimSpace(keyParts[1])
+
+	if err := a.signRequest(req, accessKey, secretKey); err != nil {
+		return nil, errors.Wrap(err, "sign request failed")
+	}
+
+	return service.GetHttpClient().Do(req)
+}
+
+func (a *TaskAdaptor) GetModelList() []string {
+	return []string{"jimeng_vgfm_t2v_l20"}
+}
+
+func (a *TaskAdaptor) GetChannelName() string {
+	return "jimeng"
+}
+
+func (a *TaskAdaptor) signRequest(req *http.Request, accessKey, secretKey string) error {
+	var bodyBytes []byte
+	var err error
+
+	if req.Body != nil {
+		bodyBytes, err = io.ReadAll(req.Body)
+		if err != nil {
+			return errors.Wrap(err, "read request body failed")
+		}
+		_ = req.Body.Close()
+		req.Body = io.NopCloser(bytes.NewBuffer(bodyBytes)) // Rewind
+	} else {
+		bodyBytes = []byte{}
+	}
+
+	payloadHash := sha256.Sum256(bodyBytes)
+	hexPayloadHash := hex.EncodeToString(payloadHash[:])
+
+	t := time.Now().UTC()
+	xDate := t.Format("20060102T150405Z")
+	shortDate := t.Format("20060102")
+
+	req.Header.Set("Host", req.URL.Host)
+	req.Header.Set("X-Date", xDate)
+	req.Header.Set("X-Content-Sha256", hexPayloadHash)
+
+	// Sort and encode query parameters to create canonical query string
+	queryParams := req.URL.Query()
+	sortedKeys := make([]string, 0, len(queryParams))
+	for k := range queryParams {
+		sortedKeys = append(sortedKeys, k)
+	}
+	sort.Strings(sortedKeys)
+	var queryParts []string
+	for _, k := range sortedKeys {
+		values := queryParams[k]
+		sort.Strings(values)
+		for _, v := range values {
+			queryParts = append(queryParts, fmt.Sprintf("%s=%s", url.QueryEscape(k), url.QueryEscape(v)))
+		}
+	}
+	canonicalQueryString := strings.Join(queryParts, "&")
+
+	headersToSign := map[string]string{
+		"host":             req.URL.Host,
+		"x-date":           xDate,
+		"x-content-sha256": hexPayloadHash,
+	}
+	if req.Header.Get("Content-Type") != "" {
+		headersToSign["content-type"] = req.Header.Get("Content-Type")
+	}
+
+	var signedHeaderKeys []string
+	for k := range headersToSign {
+		signedHeaderKeys = append(signedHeaderKeys, k)
+	}
+	sort.Strings(signedHeaderKeys)
+
+	var canonicalHeaders strings.Builder
+	for _, k := range signedHeaderKeys {
+		canonicalHeaders.WriteString(k)
+		canonicalHeaders.WriteString(":")
+		canonicalHeaders.WriteString(strings.TrimSpace(headersToSign[k]))
+		canonicalHeaders.WriteString("\n")
+	}
+	signedHeaders := strings.Join(signedHeaderKeys, ";")
+
+	canonicalRequest := fmt.Sprintf("%s\n%s\n%s\n%s\n%s\n%s",
+		req.Method,
+		req.URL.Path,
+		canonicalQueryString,
+		canonicalHeaders.String(),
+		signedHeaders,
+		hexPayloadHash,
+	)
+
+	hashedCanonicalRequest := sha256.Sum256([]byte(canonicalRequest))
+	hexHashedCanonicalRequest := hex.EncodeToString(hashedCanonicalRequest[:])
+
+	region := "cn-north-1"
+	serviceName := "cv"
+	credentialScope := fmt.Sprintf("%s/%s/%s/request", shortDate, region, serviceName)
+	stringToSign := fmt.Sprintf("HMAC-SHA256\n%s\n%s\n%s",
+		xDate,
+		credentialScope,
+		hexHashedCanonicalRequest,
+	)
+
+	kDate := hmacSHA256([]byte(secretKey), []byte(shortDate))
+	kRegion := hmacSHA256(kDate, []byte(region))
+	kService := hmacSHA256(kRegion, []byte(serviceName))
+	kSigning := hmacSHA256(kService, []byte("request"))
+	signature := hex.EncodeToString(hmacSHA256(kSigning, []byte(stringToSign)))
+
+	authorization := fmt.Sprintf("HMAC-SHA256 Credential=%s/%s, SignedHeaders=%s, Signature=%s",
+		accessKey,
+		credentialScope,
+		signedHeaders,
+		signature,
+	)
+	req.Header.Set("Authorization", authorization)
+	return nil
+}
+
+func hmacSHA256(key []byte, data []byte) []byte {
+	h := hmac.New(sha256.New, key)
+	h.Write(data)
+	return h.Sum(nil)
+}
+
+func (a *TaskAdaptor) convertToRequestPayload(req *relaycommon.TaskSubmitReq) (*requestPayload, error) {
+	r := requestPayload{
+		ReqKey:      "jimeng_vgfm_i2v_l20",
+		Prompt:      req.Prompt,
+		AspectRatio: "16:9", // Default aspect ratio
+		Seed:        -1,     // Default to random
+	}
+
+	// Handle one-of image_urls or binary_data_base64
+	if req.Image != "" {
+		if strings.HasPrefix(req.Image, "http") {
+			r.ImageUrls = []string{req.Image}
+		} else {
+			r.BinaryDataBase64 = []string{req.Image}
+		}
+	}
+	metadata := req.Metadata
+	medaBytes, err := json.Marshal(metadata)
+	if err != nil {
+		return nil, errors.Wrap(err, "metadata marshal metadata failed")
+	}
+	err = json.Unmarshal(medaBytes, &r)
+	if err != nil {
+		return nil, errors.Wrap(err, "unmarshal metadata failed")
+	}
+	return &r, nil
+}
+
+func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
+	resTask := responseTask{}
+	if err := json.Unmarshal(respBody, &resTask); err != nil {
+		return nil, errors.Wrap(err, "unmarshal task result failed")
+	}
+	taskResult := relaycommon.TaskInfo{}
+	if resTask.Code == 10000 {
+		taskResult.Code = 0
+	} else {
+		taskResult.Code = resTask.Code // todo uni code
+		taskResult.Reason = resTask.Message
+		taskResult.Status = model.TaskStatusFailure
+		taskResult.Progress = "100%"
+	}
+	switch resTask.Data.Status {
+	case "in_queue":
+		taskResult.Status = model.TaskStatusQueued
+		taskResult.Progress = "10%"
+	case "done":
+		taskResult.Status = model.TaskStatusSuccess
+		taskResult.Progress = "100%"
+	}
+	taskResult.Url = resTask.Data.VideoUrl
+	return &taskResult, nil
+}

relay/channel/task/kling/adaptor.go

@@ -0,0 +1,345 @@
+package kling
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"github.com/samber/lo"
+	"io"
+	"net/http"
+	"one-api/model"
+	"strings"
+	"time"
+
+	"github.com/gin-gonic/gin"
+	"github.com/golang-jwt/jwt"
+	"github.com/pkg/errors"
+
+	"one-api/common"
+	"one-api/dto"
+	"one-api/relay/channel"
+	relaycommon "one-api/relay/common"
+	"one-api/service"
+)
+
+// ============================
+// Request / Response structures
+// ============================
+
+type SubmitReq struct {
+	Prompt   string                 `json:"prompt"`
+	Model    string                 `json:"model,omitempty"`
+	Mode     string                 `json:"mode,omitempty"`
+	Image    string                 `json:"image,omitempty"`
+	Size     string                 `json:"size,omitempty"`
+	Duration int                    `json:"duration,omitempty"`
+	Metadata map[string]interface{} `json:"metadata,omitempty"`
+}
+
+type requestPayload struct {
+	Prompt      string  `json:"prompt,omitempty"`
+	Image       string  `json:"image,omitempty"`
+	Mode        string  `json:"mode,omitempty"`
+	Duration    string  `json:"duration,omitempty"`
+	AspectRatio string  `json:"aspect_ratio,omitempty"`
+	ModelName   string  `json:"model_name,omitempty"`
+	CfgScale    float64 `json:"cfg_scale,omitempty"`
+}
+
+type responsePayload struct {
+	Code      int    `json:"code"`
+	Message   string `json:"message"`
+	RequestId string `json:"request_id"`
+	Data      struct {
+		TaskId        string `json:"task_id"`
+		TaskStatus    string `json:"task_status"`
+		TaskStatusMsg string `json:"task_status_msg"`
+		TaskResult    struct {
+			Videos []struct {
+				Id       string `json:"id"`
+				Url      string `json:"url"`
+				Duration string `json:"duration"`
+			} `json:"videos"`
+		} `json:"task_result"`
+		CreatedAt int64 `json:"created_at"`
+		UpdatedAt int64 `json:"updated_at"`
+	} `json:"data"`
+}
+
+// ============================
+// Adaptor implementation
+// ============================
+
+type TaskAdaptor struct {
+	ChannelType int
+	accessKey   string
+	secretKey   string
+	baseURL     string
+}
+
+func (a *TaskAdaptor) Init(info *relaycommon.TaskRelayInfo) {
+	a.ChannelType = info.ChannelType
+	a.baseURL = info.BaseUrl
+
+	// apiKey format: "access_key|secret_key"
+	keyParts := strings.Split(info.ApiKey, "|")
+	if len(keyParts) == 2 {
+		a.accessKey = strings.TrimSpace(keyParts[0])
+		a.secretKey = strings.TrimSpace(keyParts[1])
+	}
+}
+
+// ValidateRequestAndSetAction parses body, validates fields and sets default action.
+func (a *TaskAdaptor) ValidateRequestAndSetAction(c *gin.Context, info *relaycommon.TaskRelayInfo) (taskErr *dto.TaskError) {
+	// Accept only POST /v1/video/generations as "generate" action.
+	action := "generate"
+	info.Action = action
+
+	var req SubmitReq
+	if err := common.UnmarshalBodyReusable(c, &req); err != nil {
+		taskErr = service.TaskErrorWrapperLocal(err, "invalid_request", http.StatusBadRequest)
+		return
+	}
+	if strings.TrimSpace(req.Prompt) == "" {
+		taskErr = service.TaskErrorWrapperLocal(fmt.Errorf("prompt is required"), "invalid_request", http.StatusBadRequest)
+		return
+	}
+
+	// Store into context for later usage
+	c.Set("task_request", req)
+	return nil
+}
+
+// BuildRequestURL constructs the upstream URL.
+func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.TaskRelayInfo) (string, error) {
+	path := lo.Ternary(info.Action == "generate", "/v1/videos/image2video", "/v1/videos/text2video")
+	return fmt.Sprintf("%s%s", a.baseURL, path), nil
+}
+
+// BuildRequestHeader sets required headers.
+func (a *TaskAdaptor) BuildRequestHeader(c *gin.Context, req *http.Request, info *relaycommon.TaskRelayInfo) error {
+	token, err := a.createJWTToken()
+	if err != nil {
+		return fmt.Errorf("failed to create JWT token: %w", err)
+	}
+
+	req.Header.Set("Content-Type", "application/json")
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Authorization", "Bearer "+token)
+	req.Header.Set("User-Agent", "kling-sdk/1.0")
+	return nil
+}
+
+// BuildRequestBody converts request into Kling specific format.
+func (a *TaskAdaptor) BuildRequestBody(c *gin.Context, info *relaycommon.TaskRelayInfo) (io.Reader, error) {
+	v, exists := c.Get("task_request")
+	if !exists {
+		return nil, fmt.Errorf("request not found in context")
+	}
+	req := v.(SubmitReq)
+
+	body, err := a.convertToRequestPayload(&req)
+	if err != nil {
+		return nil, err
+	}
+	data, err := json.Marshal(body)
+	if err != nil {
+		return nil, err
+	}
+	return bytes.NewReader(data), nil
+}
+
+// DoRequest delegates to common helper.
+func (a *TaskAdaptor) DoRequest(c *gin.Context, info *relaycommon.TaskRelayInfo, requestBody io.Reader) (*http.Response, error) {
+	if action := c.GetString("action"); action != "" {
+		info.Action = action
+	}
+	return channel.DoTaskApiRequest(a, c, info, requestBody)
+}
+
+// DoResponse handles upstream response, returns taskID etc.
+func (a *TaskAdaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.TaskRelayInfo) (taskID string, taskData []byte, taskErr *dto.TaskError) {
+	responseBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		taskErr = service.TaskErrorWrapper(err, "read_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+
+	// Attempt Kling response parse first.
+	var kResp responsePayload
+	if err := json.Unmarshal(responseBody, &kResp); err == nil && kResp.Code == 0 {
+		c.JSON(http.StatusOK, gin.H{"task_id": kResp.Data.TaskId})
+		return kResp.Data.TaskId, responseBody, nil
+	}
+
+	// Fallback generic task response.
+	var generic dto.TaskResponse[string]
+	if err := json.Unmarshal(responseBody, &generic); err != nil {
+		taskErr = service.TaskErrorWrapper(errors.Wrapf(err, "body: %s", responseBody), "unmarshal_response_body_failed", http.StatusInternalServerError)
+		return
+	}
+
+	if !generic.IsSuccess() {
+		taskErr = service.TaskErrorWrapper(fmt.Errorf(generic.Message), generic.Code, http.StatusInternalServerError)
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{"task_id": generic.Data})
+	return generic.Data, responseBody, nil
+}
+
+// FetchTask fetch task status
+func (a *TaskAdaptor) FetchTask(baseUrl, key string, body map[string]any) (*http.Response, error) {
+	taskID, ok := body["task_id"].(string)
+	if !ok {
+		return nil, fmt.Errorf("invalid task_id")
+	}
+	action, ok := body["action"].(string)
+	if !ok {
+		return nil, fmt.Errorf("invalid action")
+	}
+	path := lo.Ternary(action == "generate", "/v1/videos/image2video", "/v1/videos/text2video")
+	url := fmt.Sprintf("%s%s/%s", baseUrl, path, taskID)
+
+	req, err := http.NewRequest(http.MethodGet, url, nil)
+	if err != nil {
+		return nil, err
+	}
+
+	token, err := a.createJWTTokenWithKey(key)
+	if err != nil {
+		token = key
+	}
+
+	req.Header.Set("Accept", "application/json")
+	req.Header.Set("Authorization", "Bearer "+token)
+	req.Header.Set("User-Agent", "kling-sdk/1.0")
+
+	return service.GetHttpClient().Do(req)
+}
+
+func (a *TaskAdaptor) GetModelList() []string {
+	return []string{"kling-v1", "kling-v1-6", "kling-v2-master"}
+}
+
+func (a *TaskAdaptor) GetChannelName() string {
+	return "kling"
+}
+
+// ============================
+// helpers
+// ============================
+
+func (a *TaskAdaptor) convertToRequestPayload(req *SubmitReq) (*requestPayload, error) {
+	r := requestPayload{
+		Prompt:      req.Prompt,
+		Image:       req.Image,
+		Mode:        defaultString(req.Mode, "std"),
+		Duration:    fmt.Sprintf("%d", defaultInt(req.Duration, 5)),
+		AspectRatio: a.getAspectRatio(req.Size),
+		ModelName:   req.Model,
+		CfgScale:    0.5,
+	}
+	if r.ModelName == "" {
+		r.ModelName = "kling-v1"
+	}
+	metadata := req.Metadata
+	medaBytes, err := json.Marshal(metadata)
+	if err != nil {
+		return nil, errors.Wrap(err, "metadata marshal metadata failed")
+	}
+	err = json.Unmarshal(medaBytes, &r)
+	if err != nil {
+		return nil, errors.Wrap(err, "unmarshal metadata failed")
+	}
+	return &r, nil
+}
+
+func (a *TaskAdaptor) getAspectRatio(size string) string {
+	switch size {
+	case "1024x1024", "512x512":
+		return "1:1"
+	case "1280x720", "1920x1080":
+		return "16:9"
+	case "720x1280", "1080x1920":
+		return "9:16"
+	default:
+		return "1:1"
+	}
+}
+
+func defaultString(s, def string) string {
+	if strings.TrimSpace(s) == "" {
+		return def
+	}
+	return s
+}
+
+func defaultInt(v int, def int) int {
+	if v == 0 {
+		return def
+	}
+	return v
+}
+
+// ============================
+// JWT helpers
+// ============================
+
+func (a *TaskAdaptor) createJWTToken() (string, error) {
+	return a.createJWTTokenWithKeys(a.accessKey, a.secretKey)
+}
+
+func (a *TaskAdaptor) createJWTTokenWithKey(apiKey string) (string, error) {
+	parts := strings.Split(apiKey, "|")
+	if len(parts) != 2 {
+		return "", fmt.Errorf("invalid API key format, expected 'access_key,secret_key'")
+	}
+	return a.createJWTTokenWithKeys(strings.TrimSpace(parts[0]), strings.TrimSpace(parts[1]))
+}
+
+func (a *TaskAdaptor) createJWTTokenWithKeys(accessKey, secretKey string) (string, error) {
+	if accessKey == "" || secretKey == "" {
+		return "", fmt.Errorf("access key and secret key are required")
+	}
+	now := time.Now().Unix()
+	claims := jwt.MapClaims{
+		"iss": accessKey,
+		"exp": now + 1800, // 30 minutes
+		"nbf": now - 5,
+	}
+	token := jwt.NewWithClaims(jwt.SigningMethodHS256, claims)
+	token.Header["typ"] = "JWT"
+	return token.SignedString([]byte(secretKey))
+}
+
+func (a *TaskAdaptor) ParseTaskResult(respBody []byte) (*relaycommon.TaskInfo, error) {
+	resPayload := responsePayload{}
+	err := json.Unmarshal(respBody, &resPayload)
+	if err != nil {
+		return nil, errors.Wrap(err, "failed to unmarshal response body")
+	}
+	taskInfo := &relaycommon.TaskInfo{}
+	taskInfo.Code = resPayload.Code
+	taskInfo.TaskID = resPayload.Data.TaskId
+	taskInfo.Reason = resPayload.Message
+	//任务状态，枚举值：submitted（已提交）、processing（处理中）、succeed（成功）、failed（失败）
+	status := resPayload.Data.TaskStatus
+	switch status {
+	case "submitted":
+		taskInfo.Status = model.TaskStatusSubmitted
+	case "processing":
+		taskInfo.Status = model.TaskStatusInProgress
+	case "succeed":
+		taskInfo.Status = model.TaskStatusSuccess
+	case "failed":
+		taskInfo.Status = model.TaskStatusFailure
+	default:
+		return nil, fmt.Errorf("unknown task status: %s", status)
+	}
+	if videos := resPayload.Data.TaskResult.Videos; len(videos) > 0 {
+		video := videos[0]
+		taskInfo.Url = video.Url
+	}
+	return taskInfo, nil
+}

relay/channel/task/suno/adaptor.go

@@ -22,6 +22,10 @@ type TaskAdaptor struct {
 	ChannelType int
 }
 
+func (a *TaskAdaptor) ParseTaskResult([]byte) (*relaycommon.TaskInfo, error) {
+	return nil, fmt.Errorf("not implement") // todo implement this method if needed
+}
+
 func (a *TaskAdaptor) Init(info *relaycommon.TaskRelayInfo) {
 	a.ChannelType = info.ChannelType
 }

relay/channel/tencent/adaptor.go

@@ -98,7 +98,7 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 	if info.IsStream {
 		var responseText string
 		err, responseText = tencentStreamHandler(c, resp)
-		usage, _ = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(responseText, info.UpstreamModelName, info.PromptTokens)
 	} else {
 		err, usage = tencentHandler(c, resp)
 	}

relay/channel/vertex/adaptor.go

@@ -83,10 +83,13 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 	suffix := ""
 	if a.RequestMode == RequestModeGemini {
 		if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
-			// suffix -thinking and -nothinking
-			if strings.HasSuffix(info.OriginModelName, "-thinking") {
+			// 新增逻辑：处理 -thinking-<budget> 格式
+			if strings.Contains(info.UpstreamModelName, "-thinking-") {
+				parts := strings.Split(info.UpstreamModelName, "-thinking-")
+				info.UpstreamModelName = parts[0]
+			} else if strings.HasSuffix(info.UpstreamModelName, "-thinking") { // 旧的适配
 				info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-thinking")
-			} else if strings.HasSuffix(info.OriginModelName, "-nothinking") {
+			} else if strings.HasSuffix(info.UpstreamModelName, "-nothinking") {
 				info.UpstreamModelName = strings.TrimSuffix(info.UpstreamModelName, "-nothinking")
 			}
 		}
@@ -123,14 +126,23 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		if v, ok := claudeModelMap[info.UpstreamModelName]; ok {
 			model = v
 		}
-		return fmt.Sprintf(
-			"https://%s-aiplatform.googleapis.com/v1/projects/%s/locations/%s/publishers/anthropic/models/%s:%s",
-			region,
-			adc.ProjectID,
-			region,
-			model,
-			suffix,
-		), nil
+		if region == "global" {
+			return fmt.Sprintf(
+				"https://aiplatform.googleapis.com/v1/projects/%s/locations/global/publishers/anthropic/models/%s:%s",
+				adc.ProjectID,
+				model,
+				suffix,
+			), nil
+		} else {
+			return fmt.Sprintf(
+				"https://%s-aiplatform.googleapis.com/v1/projects/%s/locations/%s/publishers/anthropic/models/%s:%s",
+				region,
+				adc.ProjectID,
+				region,
+				model,
+				suffix,
+			), nil
+		}
 	} else if a.RequestMode == RequestModeLlama {
 		return fmt.Sprintf(
 			"https://%s-aiplatform.googleapis.com/v1beta1/projects/%s/locations/%s/endpoints/openapi/chat/completions",

relay/channel/volcengine/adaptor.go

@@ -1,15 +1,19 @@
 package volcengine
 
 import (
+	"bytes"
 	"errors"
 	"fmt"
 	"io"
+	"mime/multipart"
 	"net/http"
+	"net/textproto"
 	"one-api/dto"
 	"one-api/relay/channel"
 	"one-api/relay/channel/openai"
 	relaycommon "one-api/relay/common"
 	"one-api/relay/constant"
+	"path/filepath"
 	"strings"
 
 	"github.com/gin-gonic/gin"
@@ -30,8 +34,146 @@ func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInf
 }
 
 func (a *Adaptor) ConvertImageRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.ImageRequest) (any, error) {
-	//TODO implement me
-	return nil, errors.New("not implemented")
+	switch info.RelayMode {
+	case constant.RelayModeImagesEdits:
+
+		var requestBody bytes.Buffer
+		writer := multipart.NewWriter(&requestBody)
+
+		writer.WriteField("model", request.Model)
+		// 获取所有表单字段
+		formData := c.Request.PostForm
+		// 遍历表单字段并打印输出
+		for key, values := range formData {
+			if key == "model" {
+				continue
+			}
+			for _, value := range values {
+				writer.WriteField(key, value)
+			}
+		}
+
+		// Parse the multipart form to handle both single image and multiple images
+		if err := c.Request.ParseMultipartForm(32 << 20); err != nil { // 32MB max memory
+			return nil, errors.New("failed to parse multipart form")
+		}
+
+		if c.Request.MultipartForm != nil && c.Request.MultipartForm.File != nil {
+			// Check if "image" field exists in any form, including array notation
+			var imageFiles []*multipart.FileHeader
+			var exists bool
+
+			// First check for standard "image" field
+			if imageFiles, exists = c.Request.MultipartForm.File["image"]; !exists || len(imageFiles) == 0 {
+				// If not found, check for "image[]" field
+				if imageFiles, exists = c.Request.MultipartForm.File["image[]"]; !exists || len(imageFiles) == 0 {
+					// If still not found, iterate through all fields to find any that start with "image["
+					foundArrayImages := false
+					for fieldName, files := range c.Request.MultipartForm.File {
+						if strings.HasPrefix(fieldName, "image[") && len(files) > 0 {
+							foundArrayImages = true
+							for _, file := range files {
+								imageFiles = append(imageFiles, file)
+							}
+						}
+					}
+
+					// If no image fields found at all
+					if !foundArrayImages && (len(imageFiles) == 0) {
+						return nil, errors.New("image is required")
+					}
+				}
+			}
+
+			// Process all image files
+			for i, fileHeader := range imageFiles {
+				file, err := fileHeader.Open()
+				if err != nil {
+					return nil, fmt.Errorf("failed to open image file %d: %w", i, err)
+				}
+				defer file.Close()
+
+				// If multiple images, use image[] as the field name
+				fieldName := "image"
+				if len(imageFiles) > 1 {
+					fieldName = "image[]"
+				}
+
+				// Determine MIME type based on file extension
+				mimeType := detectImageMimeType(fileHeader.Filename)
+
+				// Create a form file with the appropriate content type
+				h := make(textproto.MIMEHeader)
+				h.Set("Content-Disposition", fmt.Sprintf(`form-data; name="%s"; filename="%s"`, fieldName, fileHeader.Filename))
+				h.Set("Content-Type", mimeType)
+
+				part, err := writer.CreatePart(h)
+				if err != nil {
+					return nil, fmt.Errorf("create form part failed for image %d: %w", i, err)
+				}
+
+				if _, err := io.Copy(part, file); err != nil {
+					return nil, fmt.Errorf("copy file failed for image %d: %w", i, err)
+				}
+			}
+
+			// Handle mask file if present
+			if maskFiles, exists := c.Request.MultipartForm.File["mask"]; exists && len(maskFiles) > 0 {
+				maskFile, err := maskFiles[0].Open()
+				if err != nil {
+					return nil, errors.New("failed to open mask file")
+				}
+				defer maskFile.Close()
+
+				// Determine MIME type for mask file
+				mimeType := detectImageMimeType(maskFiles[0].Filename)
+
+				// Create a form file with the appropriate content type
+				h := make(textproto.MIMEHeader)
+				h.Set("Content-Disposition", fmt.Sprintf(`form-data; name="mask"; filename="%s"`, maskFiles[0].Filename))
+				h.Set("Content-Type", mimeType)
+
+				maskPart, err := writer.CreatePart(h)
+				if err != nil {
+					return nil, errors.New("create form file failed for mask")
+				}
+
+				if _, err := io.Copy(maskPart, maskFile); err != nil {
+					return nil, errors.New("copy mask file failed")
+				}
+			}
+		} else {
+			return nil, errors.New("no multipart form data found")
+		}
+
+		// 关闭 multipart 编写器以设置分界线
+		writer.Close()
+		c.Request.Header.Set("Content-Type", writer.FormDataContentType())
+		return bytes.NewReader(requestBody.Bytes()), nil
+
+	default:
+		return request, nil
+	}
+}
+
+// detectImageMimeType determines the MIME type based on the file extension
+func detectImageMimeType(filename string) string {
+	ext := strings.ToLower(filepath.Ext(filename))
+	switch ext {
+	case ".jpg", ".jpeg":
+		return "image/jpeg"
+	case ".png":
+		return "image/png"
+	case ".webp":
+		return "image/webp"
+	default:
+		// Try to detect from extension if possible
+		if strings.HasPrefix(ext, ".jp") {
+			return "image/jpeg"
+		}
+		// Default to png as a fallback
+		return "image/png"
+	}
 }
 
 func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
@@ -46,6 +188,8 @@ func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
 		return fmt.Sprintf("%s/api/v3/chat/completions", info.BaseUrl), nil
 	case constant.RelayModeEmbeddings:
 		return fmt.Sprintf("%s/api/v3/embeddings", info.BaseUrl), nil
+	case constant.RelayModeImagesGenerations:
+		return fmt.Sprintf("%s/api/v3/images/generations", info.BaseUrl), nil
 	default:
 	}
 	return "", fmt.Errorf("unsupported relay mode: %d", info.RelayMode)
@@ -91,6 +235,8 @@ func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycom
 		}
 	case constant.RelayModeEmbeddings:
 		err, usage = openai.OpenaiHandler(c, resp, info)
+	case constant.RelayModeImagesGenerations, constant.RelayModeImagesEdits:
+		err, usage = openai.OpenaiHandlerWithUsage(c, resp, info)
 	}
 	return
 }

relay/channel/xai/text.go

@@ -68,7 +68,7 @@ func xAIStreamHandler(c *gin.Context, resp *http.Response, info *relaycommon.Rel
 	})
 
 	if !containStreamUsage {
-		usage, _ = service.ResponseText2Usage(responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
+		usage = service.ResponseText2Usage(responseTextBuilder.String(), info.UpstreamModelName, info.PromptTokens)
 		usage.CompletionTokens += toolCount * 7
 	}
 

relay/channel/xinference/dto.go

@@ -1,7 +1,7 @@
 package xinference
 
 type XinRerankResponseDocument struct {
-	Document       string  `json:"document,omitempty"`
+	Document       any     `json:"document,omitempty"`
 	Index          int     `json:"index"`
 	RelevanceScore float64 `json:"relevance_score"`
 }

relay/claude_handler.go

@@ -46,13 +46,11 @@ func ClaudeHelper(c *gin.Context) (claudeError *dto.ClaudeErrorWithStatusCode) {
 		relayInfo.IsStream = true
 	}
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, textRequest)
 	if err != nil {
 		return service.ClaudeErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
 	}
 
-	textRequest.Model = relayInfo.UpstreamModelName
-
 	promptTokens, err := getClaudePromptTokens(textRequest, relayInfo)
 	// count messages token error 计算promptTokens错误
 	if err != nil {
@@ -126,7 +124,7 @@ func ClaudeHelper(c *gin.Context) (claudeError *dto.ClaudeErrorWithStatusCode) {
 	var httpResp *http.Response
 	resp, err := adaptor.DoRequest(c, relayInfo, requestBody)
 	if err != nil {
-		return service.ClaudeErrorWrapperLocal(err, "do_request_failed", http.StatusInternalServerError)
+		return service.ClaudeErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
 	}
 
 	if resp != nil {

relay/common/relay_info.go

@@ -34,9 +34,14 @@ type ClaudeConvertInfo struct {
 }
 
 const (
-	RelayFormatOpenAI = "openai"
-	RelayFormatClaude = "claude"
-	RelayFormatGemini = "gemini"
+	RelayFormatOpenAI          = "openai"
+	RelayFormatClaude          = "claude"
+	RelayFormatGemini          = "gemini"
+	RelayFormatOpenAIResponses = "openai_responses"
+	RelayFormatOpenAIAudio     = "openai_audio"
+	RelayFormatOpenAIImage     = "openai_image"
+	RelayFormatRerank          = "rerank"
+	RelayFormatEmbedding       = "embedding"
 )
 
 type RerankerInfo struct {
@@ -60,8 +65,8 @@ type RelayInfo struct {
 	TokenId           int
 	TokenKey          string
 	UserId            int
-	Group             string
-	UserGroup         string
+	UsingGroup        string // 使用的分组
+	UserGroup         string // 用户所在分组
 	TokenUnlimited    bool
 	StartTime         time.Time
 	FirstResponseTime time.Time
@@ -143,6 +148,7 @@ func GenRelayInfoClaude(c *gin.Context) *RelayInfo {
 func GenRelayInfoRerank(c *gin.Context, req *dto.RerankRequest) *RelayInfo {
 	info := GenRelayInfo(c)
 	info.RelayMode = relayconstant.RelayModeRerank
+	info.RelayFormat = RelayFormatRerank
 	info.RerankerInfo = &RerankerInfo{
 		Documents:       req.Documents,
 		ReturnDocuments: req.GetReturnDocuments(),
@@ -150,9 +156,25 @@ func GenRelayInfoRerank(c *gin.Context, req *dto.RerankRequest) *RelayInfo {
 	return info
 }
 
+func GenRelayInfoOpenAIAudio(c *gin.Context) *RelayInfo {
+	info := GenRelayInfo(c)
+	info.RelayFormat = RelayFormatOpenAIAudio
+	return info
+}
+
+func GenRelayInfoEmbedding(c *gin.Context) *RelayInfo {
+	info := GenRelayInfo(c)
+	info.RelayFormat = RelayFormatEmbedding
+	return info
+}
+
 func GenRelayInfoResponses(c *gin.Context, req *dto.OpenAIResponsesRequest) *RelayInfo {
 	info := GenRelayInfo(c)
 	info.RelayMode = relayconstant.RelayModeResponses
+	info.RelayFormat = RelayFormatOpenAIResponses
+
+	info.SupportStreamOptions = false
+
 	info.ResponsesUsageInfo = &ResponsesUsageInfo{
 		BuiltInTools: make(map[string]*BuildInToolInfo),
 	}
@@ -175,6 +197,19 @@ func GenRelayInfoResponses(c *gin.Context, req *dto.OpenAIResponsesRequest) *Rel
 	return info
 }
 
+func GenRelayInfoGemini(c *gin.Context) *RelayInfo {
+	info := GenRelayInfo(c)
+	info.RelayFormat = RelayFormatGemini
+	info.ShouldIncludeUsage = false
+	return info
+}
+
+func GenRelayInfoImage(c *gin.Context) *RelayInfo {
+	info := GenRelayInfo(c)
+	info.RelayFormat = RelayFormatOpenAIImage
+	return info
+}
+
 func GenRelayInfo(c *gin.Context) *RelayInfo {
 	channelType := c.GetInt("channel_type")
 	channelId := c.GetInt("channel_id")
@@ -184,7 +219,6 @@ func GenRelayInfo(c *gin.Context) *RelayInfo {
 	tokenId := c.GetInt("token_id")
 	tokenKey := c.GetString("token_key")
 	userId := c.GetInt("id")
-	group := c.GetString("group")
 	tokenUnlimited := c.GetBool("token_unlimited_quota")
 	startTime := c.GetTime(constant.ContextKeyRequestStartTime)
 	// firstResponseTime = time.Now() - 1 second
@@ -204,7 +238,7 @@ func GenRelayInfo(c *gin.Context) *RelayInfo {
 		TokenId:           tokenId,
 		TokenKey:          tokenKey,
 		UserId:            userId,
-		Group:             group,
+		UsingGroup:        c.GetString(constant.ContextKeyUsingGroup),
 		UserGroup:         c.GetString(constant.ContextKeyUserGroup),
 		TokenUnlimited:    tokenUnlimited,
 		StartTime:         startTime,
@@ -243,10 +277,6 @@ func GenRelayInfo(c *gin.Context) *RelayInfo {
 	if streamSupportedChannels[info.ChannelType] {
 		info.SupportStreamOptions = true
 	}
-	// responses 模式不支持 StreamOptions
-	if relayconstant.RelayModeResponses == info.RelayMode {
-		info.SupportStreamOptions = false
-	}
 	return info
 }
 
@@ -283,3 +313,22 @@ func GenTaskRelayInfo(c *gin.Context) *TaskRelayInfo {
 	}
 	return info
 }
+
+type TaskSubmitReq struct {
+	Prompt   string                 `json:"prompt"`
+	Model    string                 `json:"model,omitempty"`
+	Mode     string                 `json:"mode,omitempty"`
+	Image    string                 `json:"image,omitempty"`
+	Size     string                 `json:"size,omitempty"`
+	Duration int                    `json:"duration,omitempty"`
+	Metadata map[string]interface{} `json:"metadata,omitempty"`
+}
+
+type TaskInfo struct {
+	Code     int    `json:"code"`
+	TaskID   string `json:"task_id"`
+	Status   string `json:"status"`
+	Reason   string `json:"reason,omitempty"`
+	Url      string `json:"url,omitempty"`
+	Progress string `json:"progress,omitempty"`
+}

relay/common_handler/rerank.go

@@ -38,10 +38,16 @@ func RerankHandler(c *gin.Context, info *relaycommon.RelayInfo, resp *http.Respo
 			}
 			if info.ReturnDocuments {
 				var document any
-				if result.Document == "" {
-					document = info.Documents[result.Index]
-				} else {
-					document = result.Document
+				if result.Document != nil {
+					if doc, ok := result.Document.(string); ok {
+						if doc == "" {
+							document = info.Documents[result.Index]
+						} else {
+							document = doc
+						}
+					} else {
+						document = result.Document
+					}
 				}
 				respResult.Document = document
 			}

relay/constant/relay_mode.go

@@ -38,6 +38,12 @@ const (
 	RelayModeSunoFetchByID
 	RelayModeSunoSubmit
 
+	RelayModeKlingFetchByID
+	RelayModeKlingSubmit
+
+	RelayModeJimengFetchByID
+	RelayModeJimengSubmit
+
 	RelayModeRerank
 
 	RelayModeResponses
@@ -77,7 +83,7 @@ func Path2RelayMode(path string) int {
 		relayMode = RelayModeRerank
 	} else if strings.HasPrefix(path, "/v1/realtime") {
 		relayMode = RelayModeRealtime
-	} else if strings.HasPrefix(path, "/v1beta/models") {
+	} else if strings.HasPrefix(path, "/v1beta/models") || strings.HasPrefix(path, "/v1/models") {
 		relayMode = RelayModeGemini
 	}
 	return relayMode
@@ -133,3 +139,23 @@ func Path2RelaySuno(method, path string) int {
 	}
 	return relayMode
 }
+
+func Path2RelayKling(method, path string) int {
+	relayMode := RelayModeUnknown
+	if method == http.MethodPost && strings.HasSuffix(path, "/video/generations") {
+		relayMode = RelayModeKlingSubmit
+	} else if method == http.MethodGet && strings.Contains(path, "/video/generations/") {
+		relayMode = RelayModeKlingFetchByID
+	}
+	return relayMode
+}
+
+func Path2RelayJimeng(method, path string) int {
+	relayMode := RelayModeUnknown
+	if method == http.MethodPost && strings.HasSuffix(path, "/video/generations") {
+		relayMode = RelayModeJimengSubmit
+	} else if method == http.MethodGet && strings.Contains(path, "/video/generations/") {
+		relayMode = RelayModeJimengFetchByID
+	}
+	return relayMode
+}

relay/embedding_handler.go

@@ -15,7 +15,7 @@ import (
 )
 
 func getEmbeddingPromptToken(embeddingRequest dto.EmbeddingRequest) int {
-	token, _ := service.CountTokenInput(embeddingRequest.Input, embeddingRequest.Model)
+	token := service.CountTokenInput(embeddingRequest.Input, embeddingRequest.Model)
 	return token
 }
 
@@ -33,7 +33,7 @@ func validateEmbeddingRequest(c *gin.Context, info *relaycommon.RelayInfo, embed
 }
 
 func EmbeddingHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
-	relayInfo := relaycommon.GenRelayInfo(c)
+	relayInfo := relaycommon.GenRelayInfoEmbedding(c)
 
 	var embeddingRequest *dto.EmbeddingRequest
 	err := common.UnmarshalBodyReusable(c, &embeddingRequest)
@@ -47,13 +47,11 @@ func EmbeddingHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode)
 		return service.OpenAIErrorWrapperLocal(err, "invalid_embedding_request", http.StatusBadRequest)
 	}
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, embeddingRequest)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
 	}
 
-	embeddingRequest.Model = relayInfo.UpstreamModelName
-
 	promptToken := getEmbeddingPromptToken(*embeddingRequest)
 	relayInfo.PromptTokens = promptToken
 

relay/gemini_handler.go

@@ -13,6 +13,7 @@ import (
 	"one-api/relay/helper"
 	"one-api/service"
 	"one-api/setting"
+	"one-api/setting/model_setting"
 	"strings"
 
 	"github.com/gin-gonic/gin"
@@ -59,7 +60,7 @@ func checkGeminiInputSensitive(textRequest *gemini.GeminiChatRequest) ([]string,
 	return sensitiveWords, err
 }
 
-func getGeminiInputTokens(req *gemini.GeminiChatRequest, info *relaycommon.RelayInfo) (int, error) {
+func getGeminiInputTokens(req *gemini.GeminiChatRequest, info *relaycommon.RelayInfo) int {
 	// 计算输入 token 数量
 	var inputTexts []string
 	for _, content := range req.Contents {
@@ -71,9 +72,36 @@ func getGeminiInputTokens(req *gemini.GeminiChatRequest, info *relaycommon.Relay
 	}
 
 	inputText := strings.Join(inputTexts, "\n")
-	inputTokens, err := service.CountTokenInput(inputText, info.UpstreamModelName)
+	inputTokens := service.CountTokenInput(inputText, info.UpstreamModelName)
 	info.PromptTokens = inputTokens
-	return inputTokens, err
+	return inputTokens
+}
+
+func isNoThinkingRequest(req *gemini.GeminiChatRequest) bool {
+	if req.GenerationConfig.ThinkingConfig != nil && req.GenerationConfig.ThinkingConfig.ThinkingBudget != nil {
+		return *req.GenerationConfig.ThinkingConfig.ThinkingBudget <= 0
+	}
+	return false
+}
+
+func trimModelThinking(modelName string) string {
+	// 去除模型名称中的 -nothinking 后缀
+	if strings.HasSuffix(modelName, "-nothinking") {
+		return strings.TrimSuffix(modelName, "-nothinking")
+	}
+	// 去除模型名称中的 -thinking 后缀
+	if strings.HasSuffix(modelName, "-thinking") {
+		return strings.TrimSuffix(modelName, "-thinking")
+	}
+
+	// 去除模型名称中的 -thinking-number
+	if strings.Contains(modelName, "-thinking-") {
+		parts := strings.Split(modelName, "-thinking-")
+		if len(parts) > 1 {
+			return parts[0] + "-thinking"
+		}
+	}
+	return modelName
 }
 
 func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
@@ -83,7 +111,7 @@ func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 		return service.OpenAIErrorWrapperLocal(err, "invalid_gemini_request", http.StatusBadRequest)
 	}
 
-	relayInfo := relaycommon.GenRelayInfo(c)
+	relayInfo := relaycommon.GenRelayInfoGemini(c)
 
 	// 检查 Gemini 流式模式
 	checkGeminiStreamMode(c, relayInfo)
@@ -97,7 +125,7 @@ func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 	}
 
 	// model mapped 模型映射
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, req)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusBadRequest)
 	}
@@ -106,13 +134,28 @@ func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 		promptTokens := value.(int)
 		relayInfo.SetPromptTokens(promptTokens)
 	} else {
-		promptTokens, err := getGeminiInputTokens(req, relayInfo)
-		if err != nil {
-			return service.OpenAIErrorWrapperLocal(err, "count_input_tokens_error", http.StatusBadRequest)
-		}
+		promptTokens := getGeminiInputTokens(req, relayInfo)
 		c.Set("prompt_tokens", promptTokens)
 	}
 
+	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
+		if isNoThinkingRequest(req) {
+			// check is thinking
+			if !strings.Contains(relayInfo.OriginModelName, "-nothinking") {
+				// try to get no thinking model price
+				noThinkingModelName := relayInfo.OriginModelName + "-nothinking"
+				containPrice := helper.ContainPriceOrRatio(noThinkingModelName)
+				if containPrice {
+					relayInfo.OriginModelName = noThinkingModelName
+					relayInfo.UpstreamModelName = noThinkingModelName
+				}
+			}
+		}
+		if req.GenerationConfig.ThinkingConfig == nil {
+			gemini.ThinkingAdaptor(req, relayInfo)
+		}
+	}
+
 	priceData, err := helper.ModelPriceHelper(c, relayInfo, relayInfo.PromptTokens, int(req.GenerationConfig.MaxOutputTokens))
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_price_error", http.StatusInternalServerError)
@@ -155,14 +198,33 @@ func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 		return service.OpenAIErrorWrapperLocal(err, "marshal_text_request_failed", http.StatusInternalServerError)
 	}
 
+	if common.DebugEnabled {
+		println("Gemini request body: %s", string(requestBody))
+	}
+
 	resp, err := adaptor.DoRequest(c, relayInfo, bytes.NewReader(requestBody))
 	if err != nil {
 		common.LogError(c, "Do gemini request failed: "+err.Error())
-		return service.OpenAIErrorWrapperLocal(err, "do_request_failed", http.StatusInternalServerError)
+		return service.OpenAIErrorWrapper(err, "do_request_failed", http.StatusInternalServerError)
+	}
+
+	statusCodeMappingStr := c.GetString("status_code_mapping")
+
+	var httpResp *http.Response
+	if resp != nil {
+		httpResp = resp.(*http.Response)
+		relayInfo.IsStream = relayInfo.IsStream || strings.HasPrefix(httpResp.Header.Get("Content-Type"), "text/event-stream")
+		if httpResp.StatusCode != http.StatusOK {
+			openaiErr = service.RelayErrorHandler(httpResp, false)
+			// reset status code 重置状态码
+			service.ResetStatusCode(openaiErr, statusCodeMappingStr)
+			return openaiErr
+		}
 	}
 
 	usage, openaiErr := adaptor.DoResponse(c, resp.(*http.Response), relayInfo)
 	if openaiErr != nil {
+		service.ResetStatusCode(openaiErr, statusCodeMappingStr)
 		return openaiErr
 	}
 

relay/helper/model_mapped.go

@@ -4,12 +4,14 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+	common2 "one-api/common"
+	"one-api/dto"
 	"one-api/relay/common"
 
 	"github.com/gin-gonic/gin"
 )
 
-func ModelMappedHelper(c *gin.Context, info *common.RelayInfo) error {
+func ModelMappedHelper(c *gin.Context, info *common.RelayInfo, request any) error {
 	// map model name
 	modelMapping := c.GetString("model_mapping")
 	if modelMapping != "" && modelMapping != "{}" {
@@ -50,5 +52,41 @@ func ModelMappedHelper(c *gin.Context, info *common.RelayInfo) error {
 			info.UpstreamModelName = currentModel
 		}
 	}
+	if request != nil {
+		switch info.RelayFormat {
+		case common.RelayFormatGemini:
+			// Gemini 模型映射
+		case common.RelayFormatClaude:
+			if claudeRequest, ok := request.(*dto.ClaudeRequest); ok {
+				claudeRequest.Model = info.UpstreamModelName
+			}
+		case common.RelayFormatOpenAIResponses:
+			if openAIResponsesRequest, ok := request.(*dto.OpenAIResponsesRequest); ok {
+				openAIResponsesRequest.Model = info.UpstreamModelName
+			}
+		case common.RelayFormatOpenAIAudio:
+			if openAIAudioRequest, ok := request.(*dto.AudioRequest); ok {
+				openAIAudioRequest.Model = info.UpstreamModelName
+			}
+		case common.RelayFormatOpenAIImage:
+			if imageRequest, ok := request.(*dto.ImageRequest); ok {
+				imageRequest.Model = info.UpstreamModelName
+			}
+		case common.RelayFormatRerank:
+			if rerankRequest, ok := request.(*dto.RerankRequest); ok {
+				rerankRequest.Model = info.UpstreamModelName
+			}
+		case common.RelayFormatEmbedding:
+			if embeddingRequest, ok := request.(*dto.EmbeddingRequest); ok {
+				embeddingRequest.Model = info.UpstreamModelName
+			}
+		default:
+			if openAIRequest, ok := request.(*dto.GeneralOpenAIRequest); ok {
+				openAIRequest.Model = info.UpstreamModelName
+			} else {
+				common2.LogWarn(c, fmt.Sprintf("model mapped but request type %T not supported", request))
+			}
+		}
+	}
 	return nil
 }

relay/helper/price.go

@@ -5,12 +5,17 @@ import (
 	"one-api/common"
 	constant2 "one-api/constant"
 	relaycommon "one-api/relay/common"
-	"one-api/setting"
-	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
 
 	"github.com/gin-gonic/gin"
 )
 
+type GroupRatioInfo struct {
+	GroupRatio        float64
+	GroupSpecialRatio float64
+	HasSpecialRatio   bool
+}
+
 type PriceData struct {
 	ModelPrice             float64
 	ModelRatio             float64
@@ -18,23 +23,51 @@ type PriceData struct {
 	CacheRatio             float64
 	CacheCreationRatio     float64
 	ImageRatio             float64
-	GroupRatio             float64
-	UserGroupRatio         float64
 	UsePrice               bool
 	ShouldPreConsumedQuota int
+	GroupRatioInfo         GroupRatioInfo
 }
 
 func (p PriceData) ToSetting() string {
-	return fmt.Sprintf("ModelPrice: %f, ModelRatio: %f, CompletionRatio: %f, CacheRatio: %f, GroupRatio: %f, UsePrice: %t, CacheCreationRatio: %f, ShouldPreConsumedQuota: %d, ImageRatio: %f", p.ModelPrice, p.ModelRatio, p.CompletionRatio, p.CacheRatio, p.GroupRatio, p.UsePrice, p.CacheCreationRatio, p.ShouldPreConsumedQuota, p.ImageRatio)
+	return fmt.Sprintf("ModelPrice: %f, ModelRatio: %f, CompletionRatio: %f, CacheRatio: %f, GroupRatio: %f, UsePrice: %t, CacheCreationRatio: %f, ShouldPreConsumedQuota: %d, ImageRatio: %f", p.ModelPrice, p.ModelRatio, p.CompletionRatio, p.CacheRatio, p.GroupRatioInfo.GroupRatio, p.UsePrice, p.CacheCreationRatio, p.ShouldPreConsumedQuota, p.ImageRatio)
+}
+
+// HandleGroupRatio checks for "auto_group" in the context and updates the group ratio and relayInfo.UsingGroup if present
+func HandleGroupRatio(ctx *gin.Context, relayInfo *relaycommon.RelayInfo) GroupRatioInfo {
+	groupRatioInfo := GroupRatioInfo{
+		GroupRatio:        1.0, // default ratio
+		GroupSpecialRatio: -1,
+	}
+
+	// check auto group
+	autoGroup, exists := ctx.Get("auto_group")
+	if exists {
+		if common.DebugEnabled {
+			println(fmt.Sprintf("final group: %s", autoGroup))
+		}
+		relayInfo.UsingGroup = autoGroup.(string)
+	}
+
+	// check user group special ratio
+	userGroupRatio, ok := ratio_setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.UsingGroup)
+	if ok {
+		// user group special ratio
+		groupRatioInfo.GroupSpecialRatio = userGroupRatio
+		groupRatioInfo.GroupRatio = userGroupRatio
+		groupRatioInfo.HasSpecialRatio = true
+	} else {
+		// normal group ratio
+		groupRatioInfo.GroupRatio = ratio_setting.GetGroupRatio(relayInfo.UsingGroup)
+	}
+
+	return groupRatioInfo
 }
 
 func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens int, maxTokens int) (PriceData, error) {
-	modelPrice, usePrice := operation_setting.GetModelPrice(info.OriginModelName, false)
-	groupRatio := setting.GetGroupRatio(info.Group)
-	userGroupRatio, ok := setting.GetGroupGroupRatio(info.UserGroup, info.Group)
-	if ok {
-		groupRatio = userGroupRatio
-	}
+	modelPrice, usePrice := ratio_setting.GetModelPrice(info.OriginModelName, false)
+
+	groupRatioInfo := HandleGroupRatio(c, info)
+
 	var preConsumedQuota int
 	var modelRatio float64
 	var completionRatio float64
@@ -47,7 +80,7 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 			preConsumedTokens = promptTokens + maxTokens
 		}
 		var success bool
-		modelRatio, success = operation_setting.GetModelRatio(info.OriginModelName)
+		modelRatio, success = ratio_setting.GetModelRatio(info.OriginModelName)
 		if !success {
 			acceptUnsetRatio := false
 			if accept, ok := info.UserSetting[constant2.UserAcceptUnsetRatioModel]; ok {
@@ -60,22 +93,21 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 				return PriceData{}, fmt.Errorf("模型 %s 倍率或价格未配置，请联系管理员设置或开始自用模式；Model %s ratio or price not set, please set or start self-use mode", info.OriginModelName, info.OriginModelName)
 			}
 		}
-		completionRatio = operation_setting.GetCompletionRatio(info.OriginModelName)
-		cacheRatio, _ = operation_setting.GetCacheRatio(info.OriginModelName)
-		cacheCreationRatio, _ = operation_setting.GetCreateCacheRatio(info.OriginModelName)
-		imageRatio, _ = operation_setting.GetImageRatio(info.OriginModelName)
-		ratio := modelRatio * groupRatio
+		completionRatio = ratio_setting.GetCompletionRatio(info.OriginModelName)
+		cacheRatio, _ = ratio_setting.GetCacheRatio(info.OriginModelName)
+		cacheCreationRatio, _ = ratio_setting.GetCreateCacheRatio(info.OriginModelName)
+		imageRatio, _ = ratio_setting.GetImageRatio(info.OriginModelName)
+		ratio := modelRatio * groupRatioInfo.GroupRatio
 		preConsumedQuota = int(float64(preConsumedTokens) * ratio)
 	} else {
-		preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatio)
+		preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
 	}
 
 	priceData := PriceData{
 		ModelPrice:             modelPrice,
 		ModelRatio:             modelRatio,
 		CompletionRatio:        completionRatio,
-		GroupRatio:             groupRatio,
-		UserGroupRatio:         userGroupRatio,
+		GroupRatioInfo:         groupRatioInfo,
 		UsePrice:               usePrice,
 		CacheRatio:             cacheRatio,
 		ImageRatio:             imageRatio,
@@ -90,12 +122,41 @@ func ModelPriceHelper(c *gin.Context, info *relaycommon.RelayInfo, promptTokens
 	return priceData, nil
 }
 
+type PerCallPriceData struct {
+	ModelPrice     float64
+	Quota          int
+	GroupRatioInfo GroupRatioInfo
+}
+
+// ModelPriceHelperPerCall 按次计费的 PriceHelper (MJ、Task)
+func ModelPriceHelperPerCall(c *gin.Context, info *relaycommon.RelayInfo) PerCallPriceData {
+	groupRatioInfo := HandleGroupRatio(c, info)
+
+	modelPrice, success := ratio_setting.GetModelPrice(info.OriginModelName, true)
+	// 如果没有配置价格，则使用默认价格
+	if !success {
+		defaultPrice, ok := ratio_setting.GetDefaultModelRatioMap()[info.OriginModelName]
+		if !ok {
+			modelPrice = 0.1
+		} else {
+			modelPrice = defaultPrice
+		}
+	}
+	quota := int(modelPrice * common.QuotaPerUnit * groupRatioInfo.GroupRatio)
+	priceData := PerCallPriceData{
+		ModelPrice:     modelPrice,
+		Quota:          quota,
+		GroupRatioInfo: groupRatioInfo,
+	}
+	return priceData
+}
+
 func ContainPriceOrRatio(modelName string) bool {
-	_, ok := operation_setting.GetModelPrice(modelName, false)
+	_, ok := ratio_setting.GetModelPrice(modelName, false)
 	if ok {
 		return true
 	}
-	_, ok = operation_setting.GetModelRatio(modelName)
+	_, ok = ratio_setting.GetModelRatio(modelName)
 	if ok {
 		return true
 	}

relay/image_handler.go

@@ -17,6 +17,8 @@ import (
 	"one-api/setting"
 	"strings"
 
+	"one-api/relay/constant"
+
 	"github.com/gin-gonic/gin"
 )
 
@@ -44,6 +46,11 @@ func getAndValidImageRequest(c *gin.Context, info *relaycommon.RelayInfo) (*dto.
 		if imageRequest.N == 0 {
 			imageRequest.N = 1
 		}
+
+		if info.ApiType == constant.APITypeVolcEngine {
+			watermark := formData.Has("watermark")
+			imageRequest.Watermark = &watermark
+		}
 	default:
 		err := common.UnmarshalBodyReusable(c, imageRequest)
 		if err != nil {
@@ -102,7 +109,7 @@ func getAndValidImageRequest(c *gin.Context, info *relaycommon.RelayInfo) (*dto.
 }
 
 func ImageHelper(c *gin.Context) *dto.OpenAIErrorWithStatusCode {
-	relayInfo := relaycommon.GenRelayInfo(c)
+	relayInfo := relaycommon.GenRelayInfoImage(c)
 
 	imageRequest, err := getAndValidImageRequest(c, relayInfo)
 	if err != nil {
@@ -110,13 +117,11 @@ func ImageHelper(c *gin.Context) *dto.OpenAIErrorWithStatusCode {
 		return service.OpenAIErrorWrapper(err, "invalid_image_request", http.StatusBadRequest)
 	}
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, imageRequest)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
 	}
 
-	imageRequest.Model = relayInfo.UpstreamModelName
-
 	priceData, err := helper.ModelPriceHelper(c, relayInfo, len(imageRequest.Prompt), 0)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_price_error", http.StatusInternalServerError)
@@ -162,7 +167,7 @@ func ImageHelper(c *gin.Context) *dto.OpenAIErrorWithStatusCode {
 
 		// reset model price
 		priceData.ModelPrice *= sizeRatio * qualityRatio * float64(imageRequest.N)
-		quota = int(priceData.ModelPrice * priceData.GroupRatio * common.QuotaPerUnit)
+		quota = int(priceData.ModelPrice * priceData.GroupRatioInfo.GroupRatio * common.QuotaPerUnit)
 		userQuota, err = model.GetUserQuota(relayInfo.UserId, false)
 		if err != nil {
 			return service.OpenAIErrorWrapperLocal(err, "get_user_quota_failed", http.StatusInternalServerError)

relay/relay-mj.go

@@ -13,9 +13,9 @@ import (
 	"one-api/model"
 	relaycommon "one-api/relay/common"
 	relayconstant "one-api/relay/constant"
+	"one-api/relay/helper"
 	"one-api/service"
 	"one-api/setting"
-	"one-api/setting/operation_setting"
 	"strconv"
 	"strings"
 	"time"
@@ -174,18 +174,9 @@ func RelaySwapFace(c *gin.Context) *dto.MidjourneyResponse {
 		return service.MidjourneyErrorWrapper(constant.MjRequestError, "sour_base64_and_target_base64_is_required")
 	}
 	modelName := service.CoverActionToModelName(constant.MjActionSwapFace)
-	modelPrice, success := operation_setting.GetModelPrice(modelName, true)
-	// 如果没有配置价格，则使用默认价格
-	if !success {
-		defaultPrice, ok := operation_setting.GetDefaultModelRatioMap()[modelName]
-		if !ok {
-			modelPrice = 0.1
-		} else {
-			modelPrice = defaultPrice
-		}
-	}
-	groupRatio := setting.GetGroupRatio(group)
-	ratio := modelPrice * groupRatio
+
+	priceData := helper.ModelPriceHelperPerCall(c, relayInfo)
+
 	userQuota, err := model.GetUserQuota(userId, false)
 	if err != nil {
 		return &dto.MidjourneyResponse{
@@ -193,9 +184,8 @@ func RelaySwapFace(c *gin.Context) *dto.MidjourneyResponse {
 			Description: err.Error(),
 		}
 	}
-	quota := int(ratio * common.QuotaPerUnit)
 
-	if userQuota-quota < 0 {
+	if userQuota-priceData.Quota < 0 {
 		return &dto.MidjourneyResponse{
 			Code:        4,
 			Description: "quota_not_enough",
@@ -210,26 +200,18 @@ func RelaySwapFace(c *gin.Context) *dto.MidjourneyResponse {
 	}
 	defer func() {
 		if mjResp.StatusCode == 200 && mjResp.Response.Code == 1 {
-			err := service.PostConsumeQuota(relayInfo, quota, 0, true)
+			err := service.PostConsumeQuota(relayInfo, priceData.Quota, 0, true)
 			if err != nil {
 				common.SysError("error consuming token remain quota: " + err.Error())
 			}
-			//err = model.CacheUpdateUserQuota(userId)
-			if err != nil {
-				common.SysError("error update user quota cache: " + err.Error())
-			}
-			if quota != 0 {
-				tokenName := c.GetString("token_name")
-				logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s", modelPrice, groupRatio, constant.MjActionSwapFace)
-				other := make(map[string]interface{})
-				other["model_price"] = modelPrice
-				other["group_ratio"] = groupRatio
-				model.RecordConsumeLog(c, userId, channelId, 0, 0, modelName, tokenName,
-					quota, logContent, tokenId, userQuota, 0, false, group, other)
-				model.UpdateUserUsedQuotaAndRequestCount(userId, quota)
-				channelId := c.GetInt("channel_id")
-				model.UpdateChannelUsedQuota(channelId, quota)
-			}
+
+			tokenName := c.GetString("token_name")
+			logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s", priceData.ModelPrice, priceData.GroupRatioInfo.GroupRatio, constant.MjActionSwapFace)
+			other := service.GenerateMjOtherInfo(priceData)
+			model.RecordConsumeLog(c, userId, channelId, 0, 0, modelName, tokenName,
+				priceData.Quota, logContent, tokenId, userQuota, 0, false, group, other)
+			model.UpdateUserUsedQuotaAndRequestCount(userId, priceData.Quota)
+			model.UpdateChannelUsedQuota(channelId, priceData.Quota)
 		}
 	}()
 	midjResponse := &mjResp.Response
@@ -250,7 +232,7 @@ func RelaySwapFace(c *gin.Context) *dto.MidjourneyResponse {
 		Progress:    "0%",
 		FailReason:  "",
 		ChannelId:   c.GetInt("channel_id"),
-		Quota:       quota,
+		Quota:       priceData.Quota,
 	}
 	err = midjourneyTask.Insert()
 	if err != nil {
@@ -480,18 +462,9 @@ func RelayMidjourneySubmit(c *gin.Context, relayMode int) *dto.MidjourneyRespons
 	fullRequestURL := fmt.Sprintf("%s%s", baseURL, requestURL)
 
 	modelName := service.CoverActionToModelName(midjRequest.Action)
-	modelPrice, success := operation_setting.GetModelPrice(modelName, true)
-	// 如果没有配置价格，则使用默认价格
-	if !success {
-		defaultPrice, ok := operation_setting.GetDefaultModelRatioMap()[modelName]
-		if !ok {
-			modelPrice = 0.1
-		} else {
-			modelPrice = defaultPrice
-		}
-	}
-	groupRatio := setting.GetGroupRatio(group)
-	ratio := modelPrice * groupRatio
+
+	priceData := helper.ModelPriceHelperPerCall(c, relayInfo)
+
 	userQuota, err := model.GetUserQuota(userId, false)
 	if err != nil {
 		return &dto.MidjourneyResponse{
@@ -499,9 +472,8 @@ func RelayMidjourneySubmit(c *gin.Context, relayMode int) *dto.MidjourneyRespons
 			Description: err.Error(),
 		}
 	}
-	quota := int(ratio * common.QuotaPerUnit)
 
-	if consumeQuota && userQuota-quota < 0 {
+	if consumeQuota && userQuota-priceData.Quota < 0 {
 		return &dto.MidjourneyResponse{
 			Code:        4,
 			Description: "quota_not_enough",
@@ -516,22 +488,17 @@ func RelayMidjourneySubmit(c *gin.Context, relayMode int) *dto.MidjourneyRespons
 
 	defer func() {
 		if consumeQuota && midjResponseWithStatus.StatusCode == 200 {
-			err := service.PostConsumeQuota(relayInfo, quota, 0, true)
+			err := service.PostConsumeQuota(relayInfo, priceData.Quota, 0, true)
 			if err != nil {
 				common.SysError("error consuming token remain quota: " + err.Error())
 			}
-			if quota != 0 {
-				tokenName := c.GetString("token_name")
-				logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s，ID %s", modelPrice, groupRatio, midjRequest.Action, midjResponse.Result)
-				other := make(map[string]interface{})
-				other["model_price"] = modelPrice
-				other["group_ratio"] = groupRatio
-				model.RecordConsumeLog(c, userId, channelId, 0, 0, modelName, tokenName,
-					quota, logContent, tokenId, userQuota, 0, false, group, other)
-				model.UpdateUserUsedQuotaAndRequestCount(userId, quota)
-				channelId := c.GetInt("channel_id")
-				model.UpdateChannelUsedQuota(channelId, quota)
-			}
+			tokenName := c.GetString("token_name")
+			logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s，ID %s", priceData.ModelPrice, priceData.GroupRatioInfo.GroupRatio, midjRequest.Action, midjResponse.Result)
+			other := service.GenerateMjOtherInfo(priceData)
+			model.RecordConsumeLog(c, userId, channelId, 0, 0, modelName, tokenName,
+				priceData.Quota, logContent, tokenId, userQuota, 0, false, group, other)
+			model.UpdateUserUsedQuotaAndRequestCount(userId, priceData.Quota)
+			model.UpdateChannelUsedQuota(channelId, priceData.Quota)
 		}
 	}()
 
@@ -559,7 +526,7 @@ func RelayMidjourneySubmit(c *gin.Context, relayMode int) *dto.MidjourneyRespons
 		Progress:    "0%",
 		FailReason:  "",
 		ChannelId:   c.GetInt("channel_id"),
-		Quota:       quota,
+		Quota:       priceData.Quota,
 	}
 	if midjResponse.Code == 3 {
 		//无实例账号自动禁用渠道（No available account instance）

relay/relay-text.go

@@ -90,15 +90,16 @@ func TextHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 
 	// get & validate textRequest 获取并验证文本请求
 	textRequest, err := getAndValidateTextRequest(c, relayInfo)
-	if textRequest.WebSearchOptions != nil {
-		c.Set("chat_completion_web_search_context_size", textRequest.WebSearchOptions.SearchContextSize)
-	}
 
 	if err != nil {
 		common.LogError(c, fmt.Sprintf("getAndValidateTextRequest failed: %s", err.Error()))
 		return service.OpenAIErrorWrapperLocal(err, "invalid_text_request", http.StatusBadRequest)
 	}
 
+	if textRequest.WebSearchOptions != nil {
+		c.Set("chat_completion_web_search_context_size", textRequest.WebSearchOptions.SearchContextSize)
+	}
+
 	if setting.ShouldCheckPromptSensitive() {
 		words, err := checkRequestSensitive(textRequest, relayInfo)
 		if err != nil {
@@ -107,13 +108,11 @@ func TextHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 		}
 	}
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, textRequest)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
 	}
 
-	textRequest.Model = relayInfo.UpstreamModelName
-
 	// 获取 promptTokens，如果上下文中已经存在，则直接使用
 	var promptTokens int
 	if value, exists := c.Get("prompt_tokens"); exists {
@@ -252,11 +251,11 @@ func getPromptTokens(textRequest *dto.GeneralOpenAIRequest, info *relaycommon.Re
 	case relayconstant.RelayModeChatCompletions:
 		promptTokens, err = service.CountTokenChatRequest(info, *textRequest)
 	case relayconstant.RelayModeCompletions:
-		promptTokens, err = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
+		promptTokens = service.CountTokenInput(textRequest.Prompt, textRequest.Model)
 	case relayconstant.RelayModeModerations:
-		promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
+		promptTokens = service.CountTokenInput(textRequest.Input, textRequest.Model)
 	case relayconstant.RelayModeEmbeddings:
-		promptTokens, err = service.CountTokenInput(textRequest.Input, textRequest.Model)
+		promptTokens = service.CountTokenInput(textRequest.Input, textRequest.Model)
 	default:
 		err = errors.New("unknown relay mode")
 		promptTokens = 0
@@ -361,9 +360,8 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	cacheRatio := priceData.CacheRatio
 	imageRatio := priceData.ImageRatio
 	modelRatio := priceData.ModelRatio
-	groupRatio := priceData.GroupRatio
+	groupRatio := priceData.GroupRatioInfo.GroupRatio
 	modelPrice := priceData.ModelPrice
-	userGroupRatio := priceData.UserGroupRatio
 
 	// Convert values to decimal for precise calculation
 	dPromptTokens := decimal.NewFromInt(int64(promptTokens))
@@ -511,7 +509,7 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	if extraContent != "" {
 		logContent += ", " + extraContent
 	}
-	other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, cacheTokens, cacheRatio, modelPrice, userGroupRatio)
+	other := service.GenerateTextOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio, cacheTokens, cacheRatio, modelPrice, priceData.GroupRatioInfo.GroupSpecialRatio)
 	if imageTokens != 0 {
 		other["image"] = true
 		other["image_ratio"] = imageRatio
@@ -543,5 +541,5 @@ func postConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 		other["audio_input_price"] = audioInputPrice
 	}
 	model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, logModel,
-		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
+		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.UsingGroup, other)
 }

relay/relay_adaptor.go

@@ -22,6 +22,8 @@ import (
 	"one-api/relay/channel/palm"
 	"one-api/relay/channel/perplexity"
 	"one-api/relay/channel/siliconflow"
+	"one-api/relay/channel/task/jimeng"
+	"one-api/relay/channel/task/kling"
 	"one-api/relay/channel/task/suno"
 	"one-api/relay/channel/tencent"
 	"one-api/relay/channel/vertex"
@@ -101,6 +103,10 @@ func GetTaskAdaptor(platform commonconstant.TaskPlatform) channel.TaskAdaptor {
 	//	return &aiproxy.Adaptor{}
 	case commonconstant.TaskPlatformSuno:
 		return &suno.TaskAdaptor{}
+	case commonconstant.TaskPlatformKling:
+		return &kling.TaskAdaptor{}
+	case commonconstant.TaskPlatformJimeng:
+		return &jimeng.TaskAdaptor{}
 	}
 	return nil
 }

relay/relay_task.go

@@ -5,7 +5,6 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
-	"github.com/gin-gonic/gin"
 	"io"
 	"net/http"
 	"one-api/common"
@@ -15,8 +14,9 @@ import (
 	relaycommon "one-api/relay/common"
 	relayconstant "one-api/relay/constant"
 	"one-api/service"
-	"one-api/setting"
-	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
+
+	"github.com/gin-gonic/gin"
 )
 
 /*
@@ -38,9 +38,12 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 	}
 
 	modelName := service.CoverTaskActionToModelName(platform, relayInfo.Action)
-	modelPrice, success := operation_setting.GetModelPrice(modelName, true)
+	if platform == constant.TaskPlatformKling {
+		modelName = relayInfo.OriginModelName
+	}
+	modelPrice, success := ratio_setting.GetModelPrice(modelName, true)
 	if !success {
-		defaultPrice, ok := operation_setting.GetDefaultModelRatioMap()[modelName]
+		defaultPrice, ok := ratio_setting.GetDefaultModelRatioMap()[modelName]
 		if !ok {
 			modelPrice = 0.1
 		} else {
@@ -49,8 +52,14 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 	}
 
 	// 预扣
-	groupRatio := setting.GetGroupRatio(relayInfo.Group)
-	ratio := modelPrice * groupRatio
+	groupRatio := ratio_setting.GetGroupRatio(relayInfo.UsingGroup)
+	var ratio float64
+	userGroupRatio, hasUserGroupRatio := ratio_setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.UsingGroup)
+	if hasUserGroupRatio {
+		ratio = modelPrice * userGroupRatio
+	} else {
+		ratio = modelPrice * groupRatio
+	}
 	userQuota, err := model.GetUserQuota(relayInfo.UserId, false)
 	if err != nil {
 		taskErr = service.TaskErrorWrapper(err, "get_user_quota_failed", http.StatusInternalServerError)
@@ -119,12 +128,19 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 			}
 			if quota != 0 {
 				tokenName := c.GetString("token_name")
-				logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s", modelPrice, groupRatio, relayInfo.Action)
+				gRatio := groupRatio
+				if hasUserGroupRatio {
+					gRatio = userGroupRatio
+				}
+				logContent := fmt.Sprintf("模型固定价格 %.2f，分组倍率 %.2f，操作 %s", modelPrice, gRatio, relayInfo.Action)
 				other := make(map[string]interface{})
 				other["model_price"] = modelPrice
 				other["group_ratio"] = groupRatio
+				if hasUserGroupRatio {
+					other["user_group_ratio"] = userGroupRatio
+				}
 				model.RecordConsumeLog(c, relayInfo.UserId, relayInfo.ChannelId, 0, 0,
-					modelName, tokenName, quota, logContent, relayInfo.TokenId, userQuota, 0, false, relayInfo.Group, other)
+					modelName, tokenName, quota, logContent, relayInfo.TokenId, userQuota, 0, false, relayInfo.UsingGroup, other)
 				model.UpdateUserUsedQuotaAndRequestCount(relayInfo.UserId, quota)
 				model.UpdateChannelUsedQuota(relayInfo.ChannelId, quota)
 			}
@@ -137,10 +153,11 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 	}
 	relayInfo.ConsumeQuota = true
 	// insert task
-	task := model.InitTask(constant.TaskPlatformSuno, relayInfo)
+	task := model.InitTask(platform, relayInfo)
 	task.TaskID = taskID
 	task.Quota = quota
 	task.Data = taskData
+	task.Action = relayInfo.Action
 	err = task.Insert()
 	if err != nil {
 		taskErr = service.TaskErrorWrapper(err, "insert_task_failed", http.StatusInternalServerError)
@@ -150,8 +167,9 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 }
 
 var fetchRespBuilders = map[int]func(c *gin.Context) (respBody []byte, taskResp *dto.TaskError){
-	relayconstant.RelayModeSunoFetchByID: sunoFetchByIDRespBodyBuilder,
-	relayconstant.RelayModeSunoFetch:     sunoFetchRespBodyBuilder,
+	relayconstant.RelayModeSunoFetchByID:  sunoFetchByIDRespBodyBuilder,
+	relayconstant.RelayModeSunoFetch:      sunoFetchRespBodyBuilder,
+	relayconstant.RelayModeKlingFetchByID: videoFetchByIDRespBodyBuilder,
 }
 
 func RelayTaskFetch(c *gin.Context, relayMode int) (taskResp *dto.TaskError) {
@@ -226,6 +244,27 @@ func sunoFetchByIDRespBodyBuilder(c *gin.Context) (respBody []byte, taskResp *dt
 	return
 }
 
+func videoFetchByIDRespBodyBuilder(c *gin.Context) (respBody []byte, taskResp *dto.TaskError) {
+	taskId := c.Param("task_id")
+	userId := c.GetInt("id")
+
+	originTask, exist, err := model.GetByTaskId(userId, taskId)
+	if err != nil {
+		taskResp = service.TaskErrorWrapper(err, "get_task_failed", http.StatusInternalServerError)
+		return
+	}
+	if !exist {
+		taskResp = service.TaskErrorWrapperLocal(errors.New("task_not_exist"), "task_not_exist", http.StatusBadRequest)
+		return
+	}
+
+	respBody, err = json.Marshal(dto.TaskResponse[any]{
+		Code: "success",
+		Data: TaskModel2Dto(originTask),
+	})
+	return
+}
+
 func TaskModel2Dto(task *model.Task) *dto.TaskDto {
 	return &dto.TaskDto{
 		TaskID:     task.TaskID,

relay/rerank_handler.go

@@ -14,12 +14,10 @@ import (
 )
 
 func getRerankPromptToken(rerankRequest dto.RerankRequest) int {
-	token, _ := service.CountTokenInput(rerankRequest.Query, rerankRequest.Model)
+	token := service.CountTokenInput(rerankRequest.Query, rerankRequest.Model)
 	for _, document := range rerankRequest.Documents {
-		tkm, err := service.CountTokenInput(document, rerankRequest.Model)
-		if err == nil {
-			token += tkm
-		}
+		tkm := service.CountTokenInput(document, rerankRequest.Model)
+		token += tkm
 	}
 	return token
 }
@@ -42,13 +40,11 @@ func RerankHelper(c *gin.Context, relayMode int) (openaiErr *dto.OpenAIErrorWith
 		return service.OpenAIErrorWrapperLocal(fmt.Errorf("documents is empty"), "invalid_documents", http.StatusBadRequest)
 	}
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, rerankRequest)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusInternalServerError)
 	}
 
-	rerankRequest.Model = relayInfo.UpstreamModelName
-
 	promptToken := getRerankPromptToken(*rerankRequest)
 	relayInfo.PromptTokens = promptToken
 

relay/responses_handler.go

@@ -40,10 +40,10 @@ func checkInputSensitive(textRequest *dto.OpenAIResponsesRequest, info *relaycom
 	return sensitiveWords, err
 }
 
-func getInputTokens(req *dto.OpenAIResponsesRequest, info *relaycommon.RelayInfo) (int, error) {
-	inputTokens, err := service.CountTokenInput(req.Input, req.Model)
+func getInputTokens(req *dto.OpenAIResponsesRequest, info *relaycommon.RelayInfo) int {
+	inputTokens := service.CountTokenInput(req.Input, req.Model)
 	info.PromptTokens = inputTokens
-	return inputTokens, err
+	return inputTokens
 }
 
 func ResponsesHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
@@ -63,19 +63,16 @@ func ResponsesHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode)
 		}
 	}
 
-	err = helper.ModelMappedHelper(c, relayInfo)
+	err = helper.ModelMappedHelper(c, relayInfo, req)
 	if err != nil {
 		return service.OpenAIErrorWrapperLocal(err, "model_mapped_error", http.StatusBadRequest)
 	}
-	req.Model = relayInfo.UpstreamModelName
+
 	if value, exists := c.Get("prompt_tokens"); exists {
 		promptTokens := value.(int)
 		relayInfo.SetPromptTokens(promptTokens)
 	} else {
-		promptTokens, err := getInputTokens(req, relayInfo)
-		if err != nil {
-			return service.OpenAIErrorWrapperLocal(err, "count_input_tokens_error", http.StatusBadRequest)
-		}
+		promptTokens := getInputTokens(req, relayInfo)
 		c.Set("prompt_tokens", promptTokens)
 	}
 

relay/websocket.go

@@ -6,12 +6,10 @@ import (
 	"github.com/gin-gonic/gin"
 	"github.com/gorilla/websocket"
 	"net/http"
-	"one-api/common"
 	"one-api/dto"
 	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
 	"one-api/service"
-	"one-api/setting"
-	"one-api/setting/operation_setting"
 )
 
 func WssHelper(c *gin.Context, ws *websocket.Conn) (openaiErr *dto.OpenAIErrorWithStatusCode) {
@@ -39,43 +37,14 @@ func WssHelper(c *gin.Context, ws *websocket.Conn) (openaiErr *dto.OpenAIErrorWi
 			//isModelMapped = true
 		}
 	}
-	//relayInfo.UpstreamModelName = textRequest.Model
-	modelPrice, getModelPriceSuccess := operation_setting.GetModelPrice(relayInfo.UpstreamModelName, false)
-	groupRatio := setting.GetGroupRatio(relayInfo.Group)
 
-	var preConsumedQuota int
-	var ratio float64
-	var modelRatio float64
-	//err := service.SensitiveWordsCheck(textRequest)
-
-	//if constant.ShouldCheckPromptSensitive() {
-	//	err = checkRequestSensitive(textRequest, relayInfo)
-	//	if err != nil {
-	//		return service.OpenAIErrorWrapperLocal(err, "sensitive_words_detected", http.StatusBadRequest)
-	//	}
-	//}
-
-	//promptTokens, err := getWssPromptTokens(realtimeEvent, relayInfo)
-	//// count messages token error 计算promptTokens错误
-	//if err != nil {
-	//	return service.OpenAIErrorWrapper(err, "count_token_messages_failed", http.StatusInternalServerError)
-	//}
-	//
-	if !getModelPriceSuccess {
-		preConsumedTokens := common.PreConsumedQuota
-		//if realtimeEvent.Session.MaxResponseOutputTokens != 0 {
-		//	preConsumedTokens = promptTokens + int(realtimeEvent.Session.MaxResponseOutputTokens)
-		//}
-		modelRatio, _ = operation_setting.GetModelRatio(relayInfo.UpstreamModelName)
-		ratio = modelRatio * groupRatio
-		preConsumedQuota = int(float64(preConsumedTokens) * ratio)
-	} else {
-		preConsumedQuota = int(modelPrice * common.QuotaPerUnit * groupRatio)
-		relayInfo.UsePrice = true
+	priceData, err := helper.ModelPriceHelper(c, relayInfo, 0, 0)
+	if err != nil {
+		return service.OpenAIErrorWrapperLocal(err, "model_price_error", http.StatusInternalServerError)
 	}
 
 	// pre-consume quota 预消耗配额
-	preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, preConsumedQuota, relayInfo)
+	preConsumedQuota, userQuota, openaiErr := preConsumeQuota(c, priceData.ShouldPreConsumedQuota, relayInfo)
 	if openaiErr != nil {
 		return openaiErr
 	}
@@ -113,6 +82,6 @@ func WssHelper(c *gin.Context, ws *websocket.Conn) (openaiErr *dto.OpenAIErrorWi
 		return openaiErr
 	}
 	service.PostWssConsumeQuota(c, relayInfo, relayInfo.UpstreamModelName, usage.(*dto.RealtimeUsage), preConsumedQuota,
-		userQuota, modelRatio, groupRatio, modelPrice, getModelPriceSuccess, "")
+		userQuota, priceData, "")
 	return nil
 }

router/api-router.go

@@ -36,6 +36,7 @@ func SetApiRouter(router *gin.Engine) {
 		apiRouter.GET("/oauth/email/bind", middleware.CriticalRateLimit(), controller.EmailBind)
 		apiRouter.GET("/oauth/telegram/login", middleware.CriticalRateLimit(), controller.TelegramLogin)
 		apiRouter.GET("/oauth/telegram/bind", middleware.CriticalRateLimit(), controller.TelegramBind)
+		apiRouter.GET("/ratio_config", middleware.CriticalRateLimit(), controller.GetRatioConfig)
 
 		userRoute := apiRouter.Group("/user")
 		{
@@ -83,6 +84,12 @@ func SetApiRouter(router *gin.Engine) {
 			optionRoute.POST("/rest_model_ratio", controller.ResetModelRatio)
 			optionRoute.POST("/migrate_console_setting", controller.MigrateConsoleSetting) // 用于迁移检测的旧键，下个版本会删除
 		}
+		ratioSyncRoute := apiRouter.Group("/ratio_sync")
+		ratioSyncRoute.Use(middleware.RootAuth())
+		{
+			ratioSyncRoute.GET("/channels", controller.GetSyncableChannels)
+			ratioSyncRoute.POST("/fetch", controller.FetchUpstreamRatios)
+		}
 		channelRoute := apiRouter.Group("/channel")
 		channelRoute.Use(middleware.AdminAuth())
 		{
@@ -118,6 +125,7 @@ func SetApiRouter(router *gin.Engine) {
 			tokenRoute.POST("/", controller.AddToken)
 			tokenRoute.PUT("/", controller.UpdateToken)
 			tokenRoute.DELETE("/:id", controller.DeleteToken)
+			tokenRoute.POST("/batch", controller.DeleteTokenBatch)
 		}
 		redemptionRoute := apiRouter.Group("/redemption")
 		redemptionRoute.Use(middleware.AdminAuth())

router/main.go

@@ -14,6 +14,7 @@ func SetRouter(router *gin.Engine, buildFS embed.FS, indexPage []byte) {
 	SetApiRouter(router)
 	SetDashboardRouter(router)
 	SetRelayRouter(router)
+	SetVideoRouter(router)
 	frontendBaseUrl := os.Getenv("FRONTEND_BASE_URL")
 	if common.IsMasterNode && frontendBaseUrl != "" {
 		frontendBaseUrl = ""

router/relay-router.go

@@ -63,6 +63,7 @@ func SetRelayRouter(router *gin.Engine) {
 		httpRouter.DELETE("/models/:model", controller.RelayNotImplemented)
 		httpRouter.POST("/moderations", controller.Relay)
 		httpRouter.POST("/rerank", controller.Relay)
+		httpRouter.POST("/models/*path", controller.Relay)
 	}
 
 	relayMjRouter := router.Group("/mj")

router/video-router.go

@@ -0,0 +1,24 @@
+package router
+
+import (
+	"one-api/controller"
+	"one-api/middleware"
+
+	"github.com/gin-gonic/gin"
+)
+
+func SetVideoRouter(router *gin.Engine) {
+	videoV1Router := router.Group("/v1")
+	videoV1Router.Use(middleware.TokenAuth(), middleware.Distribute())
+	{
+		videoV1Router.POST("/video/generations", controller.RelayTask)
+		videoV1Router.GET("/video/generations/:task_id", controller.RelayTask)
+	}
+
+	klingV1Router := router.Group("/kling/v1")
+	klingV1Router.Use(middleware.KlingRequestConvert(), middleware.TokenAuth(), middleware.Distribute())
+	{
+		klingV1Router.POST("/videos/text2video", controller.RelayTask)
+		klingV1Router.POST("/videos/image2video", controller.RelayTask)
+	}
+}

service/channel.go

@@ -59,6 +59,8 @@ func ShouldDisableChannel(channelType int, err *dto.OpenAIErrorWithStatusCode) b
 		return true
 	case "billing_not_active":
 		return true
+	case "pre_consume_token_quota_failed":
+		return true
 	}
 	switch err.Error.Type {
 	case "insufficient_quota":

service/convert.go

@@ -276,12 +276,15 @@ func StreamResponseOpenAI2Claude(openAIResponse *dto.ChatCompletionsStreamRespon
 		}
 		if info.Done {
 			claudeResponses = append(claudeResponses, generateStopBlock(info.ClaudeConvertInfo.Index))
-			if info.ClaudeConvertInfo.Usage != nil {
+			oaiUsage := info.ClaudeConvertInfo.Usage
+			if oaiUsage != nil {
 				claudeResponses = append(claudeResponses, &dto.ClaudeResponse{
 					Type: "message_delta",
 					Usage: &dto.ClaudeUsage{
-						InputTokens:  info.ClaudeConvertInfo.Usage.PromptTokens,
-						OutputTokens: info.ClaudeConvertInfo.Usage.CompletionTokens,
+						InputTokens:              oaiUsage.PromptTokens,
+						OutputTokens:             oaiUsage.CompletionTokens,
+						CacheCreationInputTokens: oaiUsage.PromptTokensDetails.CachedCreationTokens,
+						CacheReadInputTokens:     oaiUsage.PromptTokensDetails.CachedTokens,
 					},
 					Delta: &dto.ClaudeMediaMessage{
 						StopReason: common.GetPointer[string](stopReasonOpenAI2Claude(info.FinishReason)),

service/error.go

@@ -29,9 +29,11 @@ func MidjourneyErrorWithStatusCodeWrapper(code int, desc string, statusCode int)
 func OpenAIErrorWrapper(err error, code string, statusCode int) *dto.OpenAIErrorWithStatusCode {
 	text := err.Error()
 	lowerText := strings.ToLower(text)
-	if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
-		common.SysLog(fmt.Sprintf("error: %s", text))
-		text = "请求上游地址失败"
+	if !strings.HasPrefix(lowerText, "get file base64 from url") && !strings.HasPrefix(lowerText, "mime type is not supported") {
+		if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
+			common.SysLog(fmt.Sprintf("error: %s", text))
+			text = "请求上游地址失败"
+		}
 	}
 	openAIError := dto.OpenAIError{
 		Message: text,
@@ -53,9 +55,11 @@ func OpenAIErrorWrapperLocal(err error, code string, statusCode int) *dto.OpenAI
 func ClaudeErrorWrapper(err error, code string, statusCode int) *dto.ClaudeErrorWithStatusCode {
 	text := err.Error()
 	lowerText := strings.ToLower(text)
-	if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
-		common.SysLog(fmt.Sprintf("error: %s", text))
-		text = "请求上游地址失败"
+	if !strings.HasPrefix(lowerText, "get file base64 from url") {
+		if strings.Contains(lowerText, "post") || strings.Contains(lowerText, "dial") || strings.Contains(lowerText, "http") {
+			common.SysLog(fmt.Sprintf("error: %s", text))
+			text = "请求上游地址失败"
+		}
 	}
 	claudeError := dto.ClaudeError{
 		Message: text,

service/file_decoder.go

@@ -4,8 +4,10 @@ import (
 	"encoding/base64"
 	"fmt"
 	"io"
+	"one-api/common"
 	"one-api/constant"
 	"one-api/dto"
+	"strings"
 )
 
 func GetFileBase64FromUrl(url string) (*dto.LocalFileData, error) {
@@ -30,9 +32,104 @@ func GetFileBase64FromUrl(url string) (*dto.LocalFileData, error) {
 	// Convert to base64
 	base64Data := base64.StdEncoding.EncodeToString(fileBytes)
 
+	mimeType := resp.Header.Get("Content-Type")
+	if len(strings.Split(mimeType, ";")) > 1 {
+		// If Content-Type has parameters, take the first part
+		mimeType = strings.Split(mimeType, ";")[0]
+	}
+	if mimeType == "application/octet-stream" {
+		if common.DebugEnabled {
+			println("MIME type is application/octet-stream, trying to guess from URL or filename")
+		}
+		// try to guess the MIME type from the url last segment
+		urlParts := strings.Split(url, "/")
+		if len(urlParts) > 0 {
+			lastSegment := urlParts[len(urlParts)-1]
+			if strings.Contains(lastSegment, ".") {
+				// Extract the file extension
+				filename := strings.Split(lastSegment, ".")
+				if len(filename) > 1 {
+					ext := strings.ToLower(filename[len(filename)-1])
+					// Guess MIME type based on file extension
+					mimeType = GetMimeTypeByExtension(ext)
+				}
+			}
+		} else {
+			// try to guess the MIME type from the file extension
+			fileName := resp.Header.Get("Content-Disposition")
+			if fileName != "" {
+				// Extract the filename from the Content-Disposition header
+				parts := strings.Split(fileName, ";")
+				for _, part := range parts {
+					if strings.HasPrefix(strings.TrimSpace(part), "filename=") {
+						fileName = strings.TrimSpace(strings.TrimPrefix(part, "filename="))
+						// Remove quotes if present
+						if len(fileName) > 2 && fileName[0] == '"' && fileName[len(fileName)-1] == '"' {
+							fileName = fileName[1 : len(fileName)-1]
+						}
+						// Guess MIME type based on file extension
+						if ext := strings.ToLower(strings.TrimPrefix(fileName, ".")); ext != "" {
+							mimeType = GetMimeTypeByExtension(ext)
+						}
+						break
+					}
+				}
+			}
+		}
+	}
+
 	return &dto.LocalFileData{
 		Base64Data: base64Data,
-		MimeType:   resp.Header.Get("Content-Type"),
+		MimeType:   mimeType,
 		Size:       int64(len(fileBytes)),
 	}, nil
 }
+
+func GetMimeTypeByExtension(ext string) string {
+	// Convert to lowercase for case-insensitive comparison
+	ext = strings.ToLower(ext)
+	switch ext {
+	// Text files
+	case "txt", "md", "markdown", "csv", "json", "xml", "html", "htm":
+		return "text/plain"
+
+	// Image files
+	case "jpg", "jpeg":
+		return "image/jpeg"
+	case "png":
+		return "image/png"
+	case "gif":
+		return "image/gif"
+
+	// Audio files
+	case "mp3":
+		return "audio/mp3"
+	case "wav":
+		return "audio/wav"
+	case "mpeg":
+		return "audio/mpeg"
+
+	// Video files
+	case "mp4":
+		return "video/mp4"
+	case "wmv":
+		return "video/wmv"
+	case "flv":
+		return "video/flv"
+	case "mov":
+		return "video/mov"
+	case "mpg":
+		return "video/mpg"
+	case "avi":
+		return "video/avi"
+	case "mpegps":
+		return "video/mpegps"
+
+	// Document files
+	case "pdf":
+		return "application/pdf"
+
+	default:
+		return "application/octet-stream" // Default for unknown types
+	}
+}

service/log_info_generate.go

@@ -3,6 +3,7 @@ package service
 import (
 	"one-api/dto"
 	relaycommon "one-api/relay/common"
+	"one-api/relay/helper"
 
 	"github.com/gin-gonic/gin"
 )
@@ -63,3 +64,13 @@ func GenerateClaudeOtherInfo(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	info["cache_creation_ratio"] = cacheCreationRatio
 	return info
 }
+
+func GenerateMjOtherInfo(priceData helper.PerCallPriceData) map[string]interface{} {
+	other := make(map[string]interface{})
+	other["model_price"] = priceData.ModelPrice
+	other["group_ratio"] = priceData.GroupRatioInfo.GroupRatio
+	if priceData.GroupRatioInfo.HasSpecialRatio {
+		other["user_group_ratio"] = priceData.GroupRatioInfo.GroupSpecialRatio
+	}
+	return other
+}

service/quota.go

@@ -3,6 +3,8 @@ package service
 import (
 	"errors"
 	"fmt"
+	"log"
+	"math"
 	"one-api/common"
 	constant2 "one-api/constant"
 	"one-api/dto"
@@ -10,7 +12,7 @@ import (
 	relaycommon "one-api/relay/common"
 	"one-api/relay/helper"
 	"one-api/setting"
-	"one-api/setting/operation_setting"
+	"one-api/setting/ratio_setting"
 	"strings"
 	"time"
 
@@ -45,9 +47,9 @@ func calculateAudioQuota(info QuotaInfo) int {
 		return int(quota.IntPart())
 	}
 
-	completionRatio := decimal.NewFromFloat(operation_setting.GetCompletionRatio(info.ModelName))
-	audioRatio := decimal.NewFromFloat(operation_setting.GetAudioRatio(info.ModelName))
-	audioCompletionRatio := decimal.NewFromFloat(operation_setting.GetAudioCompletionRatio(info.ModelName))
+	completionRatio := decimal.NewFromFloat(ratio_setting.GetCompletionRatio(info.ModelName))
+	audioRatio := decimal.NewFromFloat(ratio_setting.GetAudioRatio(info.ModelName))
+	audioCompletionRatio := decimal.NewFromFloat(ratio_setting.GetAudioCompletionRatio(info.ModelName))
 
 	groupRatio := decimal.NewFromFloat(info.GroupRatio)
 	modelRatio := decimal.NewFromFloat(info.ModelRatio)
@@ -93,12 +95,21 @@ func PreWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usag
 	textOutTokens := usage.OutputTokenDetails.TextTokens
 	audioInputTokens := usage.InputTokenDetails.AudioTokens
 	audioOutTokens := usage.OutputTokenDetails.AudioTokens
-	groupRatio := setting.GetGroupRatio(relayInfo.Group)
-	userGroupRatio, ok := setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.Group)
-	if ok {
-		groupRatio = userGroupRatio
+	groupRatio := ratio_setting.GetGroupRatio(relayInfo.UsingGroup)
+	modelRatio, _ := ratio_setting.GetModelRatio(modelName)
+
+	autoGroup, exists := ctx.Get("auto_group")
+	if exists {
+		groupRatio = ratio_setting.GetGroupRatio(autoGroup.(string))
+		log.Printf("final group ratio: %f", groupRatio)
+		relayInfo.UsingGroup = autoGroup.(string)
+	}
+
+	actualGroupRatio := groupRatio
+	userGroupRatio, ok := ratio_setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.UsingGroup)
+	if ok {
+		actualGroupRatio = userGroupRatio
 	}
-	modelRatio, _ := operation_setting.GetModelRatio(modelName)
 
 	quotaInfo := QuotaInfo{
 		InputDetails: TokenDetails{
@@ -112,7 +123,7 @@ func PreWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usag
 		ModelName:  modelName,
 		UsePrice:   relayInfo.UsePrice,
 		ModelRatio: modelRatio,
-		GroupRatio: groupRatio,
+		GroupRatio: actualGroupRatio,
 	}
 
 	quota := calculateAudioQuota(quotaInfo)
@@ -134,8 +145,7 @@ func PreWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usag
 }
 
 func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, modelName string,
-	usage *dto.RealtimeUsage, preConsumedQuota int, userQuota int, modelRatio float64, groupRatio float64,
-	modelPrice float64, usePrice bool, extraContent string) {
+	usage *dto.RealtimeUsage, preConsumedQuota int, userQuota int, priceData helper.PriceData, extraContent string) {
 
 	useTimeSeconds := time.Now().Unix() - relayInfo.StartTime.Unix()
 	textInputTokens := usage.InputTokenDetails.TextTokens
@@ -145,15 +155,15 @@ func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, mod
 	audioOutTokens := usage.OutputTokenDetails.AudioTokens
 
 	tokenName := ctx.GetString("token_name")
-	completionRatio := decimal.NewFromFloat(operation_setting.GetCompletionRatio(modelName))
-	audioRatio := decimal.NewFromFloat(operation_setting.GetAudioRatio(relayInfo.OriginModelName))
-	audioCompletionRatio := decimal.NewFromFloat(operation_setting.GetAudioCompletionRatio(modelName))
+	completionRatio := decimal.NewFromFloat(ratio_setting.GetCompletionRatio(modelName))
+	audioRatio := decimal.NewFromFloat(ratio_setting.GetAudioRatio(relayInfo.OriginModelName))
+	audioCompletionRatio := decimal.NewFromFloat(ratio_setting.GetAudioCompletionRatio(modelName))
+
+	modelRatio := priceData.ModelRatio
+	groupRatio := priceData.GroupRatioInfo.GroupRatio
+	modelPrice := priceData.ModelPrice
+	usePrice := priceData.UsePrice
 
-	actualGroupRatio := groupRatio
-	userGroupRatio, ok := setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.Group)
-	if ok {
-		actualGroupRatio = userGroupRatio
-	}
 	quotaInfo := QuotaInfo{
 		InputDetails: TokenDetails{
 			TextTokens:  textInputTokens,
@@ -166,7 +176,7 @@ func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, mod
 		ModelName:  modelName,
 		UsePrice:   usePrice,
 		ModelRatio: modelRatio,
-		GroupRatio: actualGroupRatio,
+		GroupRatio: groupRatio,
 	}
 
 	quota := calculateAudioQuota(quotaInfo)
@@ -198,9 +208,9 @@ func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, mod
 		logContent += ", " + extraContent
 	}
 	other := GenerateWssOtherInfo(ctx, relayInfo, usage, modelRatio, groupRatio,
-		completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), modelPrice, userGroupRatio)
+		completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), modelPrice, priceData.GroupRatioInfo.GroupSpecialRatio)
 	model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, usage.InputTokens, usage.OutputTokens, logModel,
-		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
+		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.UsingGroup, other)
 }
 
 func PostClaudeConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
@@ -214,15 +224,25 @@ func PostClaudeConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	tokenName := ctx.GetString("token_name")
 	completionRatio := priceData.CompletionRatio
 	modelRatio := priceData.ModelRatio
-	groupRatio := priceData.GroupRatio
+	groupRatio := priceData.GroupRatioInfo.GroupRatio
 	modelPrice := priceData.ModelPrice
-	userGroupRatio := priceData.UserGroupRatio
 	cacheRatio := priceData.CacheRatio
 	cacheTokens := usage.PromptTokensDetails.CachedTokens
 
 	cacheCreationRatio := priceData.CacheCreationRatio
 	cacheCreationTokens := usage.PromptTokensDetails.CachedCreationTokens
 
+	if relayInfo.ChannelType == common.ChannelTypeOpenRouter {
+		promptTokens -= cacheTokens
+		if cacheCreationTokens == 0 && priceData.CacheCreationRatio != 1 && usage.Cost != 0 {
+			maybeCacheCreationTokens := CalcOpenRouterCacheCreateTokens(*usage, priceData)
+			if promptTokens >= maybeCacheCreationTokens {
+				cacheCreationTokens = maybeCacheCreationTokens
+			}
+		}
+		promptTokens -= cacheCreationTokens
+	}
+
 	calculateQuota := 0.0
 	if !priceData.UsePrice {
 		calculateQuota = float64(promptTokens)
@@ -265,9 +285,30 @@ func PostClaudeConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	}
 
 	other := GenerateClaudeOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio,
-		cacheTokens, cacheRatio, cacheCreationTokens, cacheCreationRatio, modelPrice, userGroupRatio)
+		cacheTokens, cacheRatio, cacheCreationTokens, cacheCreationRatio, modelPrice, priceData.GroupRatioInfo.GroupSpecialRatio)
 	model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, promptTokens, completionTokens, modelName,
-		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
+		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.UsingGroup, other)
+}
+
+func CalcOpenRouterCacheCreateTokens(usage dto.Usage, priceData helper.PriceData) int {
+	if priceData.CacheCreationRatio == 1 {
+		return 0
+	}
+	quotaPrice := priceData.ModelRatio / common.QuotaPerUnit
+	promptCacheCreatePrice := quotaPrice * priceData.CacheCreationRatio
+	promptCacheReadPrice := quotaPrice * priceData.CacheRatio
+	completionPrice := quotaPrice * priceData.CompletionRatio
+
+	cost := usage.Cost
+	totalPromptTokens := float64(usage.PromptTokens)
+	completionTokens := float64(usage.CompletionTokens)
+	promptCacheReadTokens := float64(usage.PromptTokensDetails.CachedTokens)
+
+	return int(math.Round((cost -
+		totalPromptTokens*quotaPrice +
+		promptCacheReadTokens*(quotaPrice-promptCacheReadPrice) -
+		completionTokens*completionPrice) /
+		(promptCacheCreatePrice - quotaPrice)))
 }
 
 func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
@@ -281,21 +322,15 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	audioOutTokens := usage.CompletionTokenDetails.AudioTokens
 
 	tokenName := ctx.GetString("token_name")
-	completionRatio := decimal.NewFromFloat(operation_setting.GetCompletionRatio(relayInfo.OriginModelName))
-	audioRatio := decimal.NewFromFloat(operation_setting.GetAudioRatio(relayInfo.OriginModelName))
-	audioCompletionRatio := decimal.NewFromFloat(operation_setting.GetAudioCompletionRatio(relayInfo.OriginModelName))
+	completionRatio := decimal.NewFromFloat(ratio_setting.GetCompletionRatio(relayInfo.OriginModelName))
+	audioRatio := decimal.NewFromFloat(ratio_setting.GetAudioRatio(relayInfo.OriginModelName))
+	audioCompletionRatio := decimal.NewFromFloat(ratio_setting.GetAudioCompletionRatio(relayInfo.OriginModelName))
 
 	modelRatio := priceData.ModelRatio
-	groupRatio := priceData.GroupRatio
+	groupRatio := priceData.GroupRatioInfo.GroupRatio
 	modelPrice := priceData.ModelPrice
 	usePrice := priceData.UsePrice
 
-	actualGroupRatio := groupRatio
-	userGroupRatio, ok := setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.Group)
-	if ok {
-		actualGroupRatio = userGroupRatio
-	}
-
 	quotaInfo := QuotaInfo{
 		InputDetails: TokenDetails{
 			TextTokens:  textInputTokens,
@@ -308,7 +343,7 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 		ModelName:  relayInfo.OriginModelName,
 		UsePrice:   usePrice,
 		ModelRatio: modelRatio,
-		GroupRatio: actualGroupRatio,
+		GroupRatio: groupRatio,
 	}
 
 	quota := calculateAudioQuota(quotaInfo)
@@ -348,9 +383,9 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 		logContent += ", " + extraContent
 	}
 	other := GenerateAudioOtherInfo(ctx, relayInfo, usage, modelRatio, groupRatio,
-		completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), modelPrice, userGroupRatio)
+		completionRatio.InexactFloat64(), audioRatio.InexactFloat64(), audioCompletionRatio.InexactFloat64(), modelPrice, priceData.GroupRatioInfo.GroupSpecialRatio)
 	model.RecordConsumeLog(ctx, relayInfo.UserId, relayInfo.ChannelId, usage.PromptTokens, usage.CompletionTokens, logModel,
-		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.Group, other)
+		tokenName, quota, logContent, relayInfo.TokenId, userQuota, int(useTimeSeconds), relayInfo.IsStream, relayInfo.UsingGroup, other)
 }
 
 func PreConsumeTokenQuota(relayInfo *relaycommon.RelayInfo, quota int) error {

service/token_counter.go

@@ -171,7 +171,7 @@ func CountTokenChatRequest(info *relaycommon.RelayInfo, request dto.GeneralOpenA
 				countStr += fmt.Sprintf("%v", tool.Function.Parameters)
 			}
 		}
-		toolTokens, err := CountTokenInput(countStr, request.Model)
+		toolTokens := CountTokenInput(countStr, request.Model)
 		if err != nil {
 			return 0, err
 		}
@@ -194,7 +194,7 @@ func CountTokenClaudeRequest(request dto.ClaudeRequest, model string) (int, erro
 
 	// Count tokens in system message
 	if request.System != "" {
-		systemTokens, err := CountTokenInput(request.System, model)
+		systemTokens := CountTokenInput(request.System, model)
 		if err != nil {
 			return 0, err
 		}
@@ -296,10 +296,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 	switch request.Type {
 	case dto.RealtimeEventTypeSessionUpdate:
 		if request.Session != nil {
-			msgTokens, err := CountTextToken(request.Session.Instructions, model)
-			if err != nil {
-				return 0, 0, err
-			}
+			msgTokens := CountTextToken(request.Session.Instructions, model)
 			textToken += msgTokens
 		}
 	case dto.RealtimeEventResponseAudioDelta:
@@ -311,10 +308,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 		audioToken += atk
 	case dto.RealtimeEventResponseAudioTranscriptionDelta, dto.RealtimeEventResponseFunctionCallArgumentsDelta:
 		// count text token
-		tkm, err := CountTextToken(request.Delta, model)
-		if err != nil {
-			return 0, 0, fmt.Errorf("error counting text token: %v", err)
-		}
+		tkm := CountTextToken(request.Delta, model)
 		textToken += tkm
 	case dto.RealtimeEventInputAudioBufferAppend:
 		// count audio token
@@ -329,10 +323,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 			case "message":
 				for _, content := range request.Item.Content {
 					if content.Type == "input_text" {
-						tokens, err := CountTextToken(content.Text, model)
-						if err != nil {
-							return 0, 0, err
-						}
+						tokens := CountTextToken(content.Text, model)
 						textToken += tokens
 					}
 				}
@@ -343,10 +334,7 @@ func CountTokenRealtime(info *relaycommon.RelayInfo, request dto.RealtimeEvent,
 		if !info.IsFirstRequest {
 			if info.RealtimeTools != nil && len(info.RealtimeTools) > 0 {
 				for _, tool := range info.RealtimeTools {
-					toolTokens, err := CountTokenInput(tool, model)
-					if err != nil {
-						return 0, 0, err
-					}
+					toolTokens := CountTokenInput(tool, model)
 					textToken += 8
 					textToken += toolTokens
 				}
@@ -409,7 +397,7 @@ func CountTokenMessages(info *relaycommon.RelayInfo, messages []dto.Message, mod
 	return tokenNum, nil
 }
 
-func CountTokenInput(input any, model string) (int, error) {
+func CountTokenInput(input any, model string) int {
 	switch v := input.(type) {
 	case string:
 		return CountTextToken(v, model)
@@ -432,13 +420,13 @@ func CountTokenInput(input any, model string) (int, error) {
 func CountTokenStreamChoices(messages []dto.ChatCompletionsStreamResponseChoice, model string) int {
 	tokens := 0
 	for _, message := range messages {
-		tkm, _ := CountTokenInput(message.Delta.GetContentString(), model)
+		tkm := CountTokenInput(message.Delta.GetContentString(), model)
 		tokens += tkm
 		if message.Delta.ToolCalls != nil {
 			for _, tool := range message.Delta.ToolCalls {
-				tkm, _ := CountTokenInput(tool.Function.Name, model)
+				tkm := CountTokenInput(tool.Function.Name, model)
 				tokens += tkm
-				tkm, _ = CountTokenInput(tool.Function.Arguments, model)
+				tkm = CountTokenInput(tool.Function.Arguments, model)
 				tokens += tkm
 			}
 		}
@@ -446,9 +434,9 @@ func CountTokenStreamChoices(messages []dto.ChatCompletionsStreamResponseChoice,
 	return tokens
 }
 
-func CountTTSToken(text string, model string) (int, error) {
+func CountTTSToken(text string, model string) int {
 	if strings.HasPrefix(model, "tts") {
-		return utf8.RuneCountInString(text), nil
+		return utf8.RuneCountInString(text)
 	} else {
 		return CountTextToken(text, model)
 	}
@@ -483,8 +471,10 @@ func CountAudioTokenOutput(audioBase64 string, audioFormat string) (int, error)
 //}
 
 // CountTextToken 统计文本的token数量，仅当文本包含敏感词，返回错误，同时返回token数量
-func CountTextToken(text string, model string) (int, error) {
-	var err error
+func CountTextToken(text string, model string) int {
+	if text == "" {
+		return 0
+	}
 	tokenEncoder := getTokenEncoder(model)
-	return getTokenNum(tokenEncoder, text), err
+	return getTokenNum(tokenEncoder, text)
 }

service/usage_helpr.go

@@ -16,13 +16,13 @@ import (
 //	return 0, errors.New("unknown relay mode")
 //}
 
-func ResponseText2Usage(responseText string, modeName string, promptTokens int) (*dto.Usage, error) {
+func ResponseText2Usage(responseText string, modeName string, promptTokens int) *dto.Usage {
 	usage := &dto.Usage{}
 	usage.PromptTokens = promptTokens
-	ctkm, err := CountTextToken(responseText, modeName)
+	ctkm := CountTextToken(responseText, modeName)
 	usage.CompletionTokens = ctkm
 	usage.TotalTokens = usage.PromptTokens + usage.CompletionTokens
-	return usage, err
+	return usage
 }
 
 func ValidUsage(usage *dto.Usage) bool {

setting/auto_group.go

@@ -0,0 +1,31 @@
+package setting
+
+import "encoding/json"
+
+var AutoGroups = []string{
+	"default",
+}
+
+var DefaultUseAutoGroup = false
+
+func ContainsAutoGroup(group string) bool {
+	for _, autoGroup := range AutoGroups {
+		if autoGroup == group {
+			return true
+		}
+	}
+	return false
+}
+
+func UpdateAutoGroupsByJsonString(jsonString string) error {
+	AutoGroups = make([]string, 0)
+	return json.Unmarshal([]byte(jsonString), &AutoGroups)
+}
+
+func AutoGroups2JsonString() string {
+	jsonBytes, err := json.Marshal(AutoGroups)
+	if err != nil {
+		return "[]"
+	}
+	return string(jsonBytes)
+}

setting/operation_setting/tools.go

@@ -17,6 +17,8 @@ const (
 const (
 	// Gemini Audio Input Price
 	Gemini25FlashPreviewInputAudioPrice     = 1.00
+	Gemini25FlashProductionInputAudioPrice  = 1.00 // for `gemini-2.5-flash`
+	Gemini25FlashLitePreviewInputAudioPrice = 0.50
 	Gemini25FlashNativeAudioInputAudioPrice = 3.00
 	Gemini20FlashInputAudioPrice            = 0.70
 )
@@ -64,10 +66,14 @@ func GetFileSearchPricePerThousand() float64 {
 }
 
 func GetGeminiInputAudioPricePerMillionTokens(modelName string) float64 {
-	if strings.HasPrefix(modelName, "gemini-2.5-flash-preview") {
-		return Gemini25FlashPreviewInputAudioPrice
-	} else if strings.HasPrefix(modelName, "gemini-2.5-flash-preview-native-audio") {
+	if strings.HasPrefix(modelName, "gemini-2.5-flash-preview-native-audio") {
 		return Gemini25FlashNativeAudioInputAudioPrice
+	} else if strings.HasPrefix(modelName, "gemini-2.5-flash-preview-lite") {
+		return Gemini25FlashLitePreviewInputAudioPrice
+	} else if strings.HasPrefix(modelName, "gemini-2.5-flash-preview") {
+		return Gemini25FlashPreviewInputAudioPrice
+	} else if strings.HasPrefix(modelName, "gemini-2.5-flash") {
+		return Gemini25FlashProductionInputAudioPrice
 	} else if strings.HasPrefix(modelName, "gemini-2.0-flash") {
 		return Gemini20FlashInputAudioPrice
 	}

setting/payment.go

@@ -1,8 +1,45 @@
 package setting
 
+import "encoding/json"
+
 var PayAddress = ""
 var CustomCallbackAddress = ""
 var EpayId = ""
 var EpayKey = ""
 var Price = 7.3
 var MinTopUp = 1
+
+var PayMethods = []map[string]string{
+	{
+		"name":  "支付宝",
+		"color": "rgba(var(--semi-blue-5), 1)",
+		"type":  "alipay",
+	},
+	{
+		"name":  "微信",
+		"color": "rgba(var(--semi-green-5), 1)",
+		"type":  "wxpay",
+	},
+}
+
+func UpdatePayMethodsByJsonString(jsonString string) error {
+	PayMethods = make([]map[string]string, 0)
+	return json.Unmarshal([]byte(jsonString), &PayMethods)
+}
+
+func PayMethods2JsonString() string {
+	jsonBytes, err := json.Marshal(PayMethods)
+	if err != nil {
+		return "[]"
+	}
+	return string(jsonBytes)
+}
+
+func ContainsPayMethod(method string) bool {
+	for _, payMethod := range PayMethods {
+		if payMethod["type"] == method {
+			return true
+		}
+	}
+	return false
+}

setting/ratio_setting/cache_ratio.go

@@ -1,4 +1,4 @@
-package operation_setting
+package ratio_setting
 
 import (
 	"encoding/json"
@@ -85,7 +85,11 @@ func UpdateCacheRatioByJSONString(jsonStr string) error {
 	cacheRatioMapMutex.Lock()
 	defer cacheRatioMapMutex.Unlock()
 	cacheRatioMap = make(map[string]float64)
-	return json.Unmarshal([]byte(jsonStr), &cacheRatioMap)
+	err := json.Unmarshal([]byte(jsonStr), &cacheRatioMap)
+	if err == nil {
+		InvalidateExposedDataCache()
+	}
+	return err
 }
 
 // GetCacheRatio returns the cache ratio for a model
@@ -106,3 +110,13 @@ func GetCreateCacheRatio(name string) (float64, bool) {
 	}
 	return ratio, true
 }
+
+func GetCacheRatioCopy() map[string]float64 {
+	cacheRatioMapMutex.RLock()
+	defer cacheRatioMapMutex.RUnlock()
+	copyMap := make(map[string]float64, len(cacheRatioMap))
+	for k, v := range cacheRatioMap {
+		copyMap[k] = v
+	}
+	return copyMap
+}

setting/ratio_setting/expose_ratio.go

@@ -0,0 +1,17 @@
+package ratio_setting
+
+import "sync/atomic"
+
+var exposeRatioEnabled atomic.Bool
+
+func init() {
+    exposeRatioEnabled.Store(false)
+}
+
+func SetExposeRatioEnabled(enabled bool) {
+    exposeRatioEnabled.Store(enabled)
+}
+
+func IsExposeRatioEnabled() bool {
+    return exposeRatioEnabled.Load()
+} 

setting/ratio_setting/exposed_cache.go

@@ -0,0 +1,55 @@
+package ratio_setting
+
+import (
+    "sync"
+    "sync/atomic"
+    "time"
+
+    "github.com/gin-gonic/gin"
+)
+
+const exposedDataTTL = 30 * time.Second
+
+type exposedCache struct {
+    data      gin.H
+    expiresAt time.Time
+}
+
+var (
+    exposedData atomic.Value
+    rebuildMu   sync.Mutex
+)
+
+func InvalidateExposedDataCache() {
+    exposedData.Store((*exposedCache)(nil))
+}
+
+func cloneGinH(src gin.H) gin.H {
+    dst := make(gin.H, len(src))
+    for k, v := range src {
+        dst[k] = v
+    }
+    return dst
+}
+
+func GetExposedData() gin.H {
+    if c, ok := exposedData.Load().(*exposedCache); ok && c != nil && time.Now().Before(c.expiresAt) {
+        return cloneGinH(c.data)
+    }
+    rebuildMu.Lock()
+    defer rebuildMu.Unlock()
+    if c, ok := exposedData.Load().(*exposedCache); ok && c != nil && time.Now().Before(c.expiresAt) {
+        return cloneGinH(c.data)
+    }
+    newData := gin.H{
+        "model_ratio":      GetModelRatioCopy(),
+        "completion_ratio": GetCompletionRatioCopy(),
+        "cache_ratio":      GetCacheRatioCopy(),
+        "model_price":      GetModelPriceCopy(),
+    }
+    exposedData.Store(&exposedCache{
+        data:      newData,
+        expiresAt: time.Now().Add(exposedDataTTL),
+    })
+    return cloneGinH(newData)
+}