🍭style: update home main title style font-semibold to font-bold

Summary
• Added per-table “Compact / Adaptive” view toggle to all major table components (Tokens, Channels, Logs, MjLogs, TaskLogs, Redemptions, Users).
• Persist user preference in a single localStorage entry (`table_compact_modes`) instead of scattered keys.

Details
1. utils.js
   • Re-implemented `getTableCompactMode` / `setTableCompactMode` to read & write a shared JSON object.
   • Imported storage-key constant from `constants`.

2. hooks/useTableCompactMode.js
   • Hook now consumes the unified helpers and listens to `storage` events via the shared key constant.

3. constants
   • Added `TABLE_COMPACT_MODES_KEY` to `common.constant.js` and re-exported via `constants/index.js`.

4. Table components
   • Integrated `useTableCompactMode('<tableName>')`.
   • Dynamically remove `fixed: 'right'` column and horizontal `scroll` when in compact mode.
   • UI: toggle button placed at card title’s right; responsive layout on small screens.

5. UI polish
   • Replaced all lucide-react `List`/`ListIcon` usages with Semi UI `IconDescend` for consistency.
   • Restored correct icons where `Hash` was intended (TaskLogsTable).

Benefits
• Consistent UX for switching list density across the app.
• Cleaner localStorage footprint with easier future maintenance.

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
 

common/constants.go

@@ -241,6 +241,7 @@ const (
 	ChannelTypeXinference     = 47
 	ChannelTypeXai            = 48
 	ChannelTypeCoze           = 49
+	ChannelTypeKling          = 50
 	ChannelTypeDummy          // this one is only for count, do not add any channel after this
 
 )
@@ -296,4 +297,5 @@ var ChannelBaseURLs = []string{
 	"",                                          //47
 	"https://api.x.ai",                          //48
 	"https://api.coze.cn",                       //49
+	"https://api.klingai.com",                   //50
 }

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/task.go

@@ -5,6 +5,7 @@ type TaskPlatform string
 const (
 	TaskPlatformSuno       TaskPlatform = "suno"
 	TaskPlatformMidjourney              = "mj"
+	TaskPlatformKling      TaskPlatform = "kling"
 )
 
 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 +40,9 @@ 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
+	}
 	w := httptest.NewRecorder()
 	c, _ := gin.CreateTestContext(w)
 
@@ -90,7 +93,7 @@ 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
 	}
@@ -168,7 +171,7 @@ func testChannel(channel *model.Channel, testModel string) (err error, openAIErr
 	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
 }

controller/channel.go

@@ -134,13 +134,6 @@ 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()
@@ -546,6 +539,7 @@ func UpdateChannel(c *gin.Context) {
 		})
 		return
 	}
+	channel.Key = ""
 	c.JSON(http.StatusOK, gin.H{
 		"success": true,
 		"message": "",

controller/model.go

@@ -2,6 +2,7 @@ package controller
 
 import (
 	"fmt"
+	"github.com/samber/lo"
 	"net/http"
 	"one-api/common"
 	"one-api/constant"
@@ -136,6 +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) {

controller/playground.go

@@ -66,5 +66,14 @@ func Playground(c *gin.Context) {
 	}
 	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/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

@@ -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:
+		_ = UpdateVideoTaskAll(context.Background(), taskChannelM, taskM)
 	default:
 		common.SysLog("未知平台")
 	}

controller/task_video.go

@@ -0,0 +1,140 @@
+package controller
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"one-api/common"
+	"one-api/constant"
+	"one-api/model"
+	"one-api/relay"
+	"one-api/relay/channel"
+)
+
+func UpdateVideoTaskAll(ctx context.Context, taskChannelM map[int][]string, taskM map[string]*model.Task) error {
+	for channelId, taskIds := range taskChannelM {
+		if err := updateVideoTaskAll(ctx, 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, 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(constant.TaskPlatformKling)
+	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()
+	}
+	resp, err := adaptor.FetchTask(baseURL, channel.Key, map[string]any{
+		"task_id": taskId,
+	})
+	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)
+	}
+
+	var responseItem map[string]interface{}
+	err = json.Unmarshal(responseBody, &responseItem)
+	if err != nil {
+		common.LogError(ctx, fmt.Sprintf("Failed to parse video task response body: %v, body: %s", err, string(responseBody)))
+		return fmt.Errorf("Unmarshal failed for task %s: %w", taskId, err)
+	}
+
+	code, _ := responseItem["code"].(float64)
+	if code != 0 {
+		return fmt.Errorf("video task fetch failed for task %s", taskId)
+	}
+
+	data, ok := responseItem["data"].(map[string]interface{})
+	if !ok {
+		common.LogError(ctx, fmt.Sprintf("Video task data format error: %s", string(responseBody)))
+		return fmt.Errorf("video task data format error for task %s", taskId)
+	}
+
+	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)
+	}
+
+	if status, ok := data["task_status"].(string); ok {
+		switch status {
+		case "submitted", "queued":
+			task.Status = model.TaskStatusSubmitted
+		case "processing":
+			task.Status = model.TaskStatusInProgress
+		case "succeed":
+			task.Status = model.TaskStatusSuccess
+			task.Progress = "100%"
+			if url, err := adaptor.ParseResultUrl(responseItem); err == nil {
+				task.FailReason = url
+			} else {
+				common.LogWarn(ctx, fmt.Sprintf("Failed to get url from body for task %s: %s", task.TaskID, err.Error()))
+			}
+		case "failed":
+			task.Status = model.TaskStatusFailure
+			task.Progress = "100%"
+			if reason, ok := data["fail_reason"].(string); ok {
+				task.FailReason = reason
+			}
+		}
+	}
+
+	// If task failed, refund quota
+	if task.Status == model.TaskStatusFailure {
+		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)
+		}
+	}
+
+	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),

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

@@ -57,6 +57,7 @@ type GeneralOpenAIRequest struct {
 	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"`

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"`
+}

middleware/distributor.go

@@ -57,7 +57,7 @@ func Distribute() func(c *gin.Context) {
 			}
 			userGroup = tokenGroup
 		}
-		c.Set("group", userGroup)
+		c.Set(constant.ContextKeyUsingGroup, userGroup)
 		if ok {
 			id, err := strconv.Atoi(channelId.(string))
 			if err != nil {
@@ -170,6 +170,15 @@ func getModelRequest(c *gin.Context) (*ModelRequest, bool, error) {
 		}
 		c.Set("platform", string(constant.TaskPlatformSuno))
 		c.Set("relay_mode", relayMode)
+	} else if strings.Contains(c.Request.URL.Path, "/v1/video/generations") {
+		relayMode := relayconstant.Path2RelayKling(c.Request.Method, c.Request.URL.Path)
+		if relayMode == relayconstant.RelayModeKlingFetchByID {
+			shouldSelectChannel = false
+		} else {
+			err = common.UnmarshalBodyReusable(c, &modelRequest)
+		}
+		c.Set("platform", string(constant.TaskPlatformKling))
+		c.Set("relay_mode", relayMode)
 	} else if strings.HasPrefix(c.Request.URL.Path, "/v1beta/models/") {
 		// Gemini API 路径处理: /v1beta/models/gemini-2.0-flash:generateContent
 		relayMode := relayconstant.RelayModeGemini

model/option.go

@@ -127,6 +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()
@@ -267,6 +268,8 @@ func updateOptionMap(key string, value string) (err error) {
 			setting.WorkerAllowHttpImageRequestEnabled = boolValue
 		case "DefaultUseAutoGroup":
 			setting.DefaultUseAutoGroup = boolValue
+		case "ExposeRatioEnabled":
+			ratio_setting.SetExposeRatioEnabled(boolValue)
 		}
 	}
 	switch key {

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
+}

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)
+
+	ParseResultUrl(resp map[string]any) (string, 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) {
@@ -549,7 +565,7 @@ 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)
+		claudeInfo.Usage = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, info.PromptTokens)
 	} else {
 		if claudeInfo.Usage.PromptTokens == 0 {
 			//上游出错
@@ -558,7 +574,7 @@ func HandleStreamFinalResponse(c *gin.Context, info *relaycommon.RelayInfo, clau
 			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)
+			claudeInfo.Usage = service.ResponseText2Usage(claudeInfo.ResponseText.String(), info.UpstreamModelName, claudeInfo.Usage.PromptTokens)
 		}
 	}
 
@@ -618,10 +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/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"
 )
@@ -75,6 +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)
@@ -89,6 +92,9 @@ func GeminiTextGenerationStreamHandler(c *gin.Context, resp *http.Response, info
 				if part.InlineData != nil && part.InlineData.MimeType != "" {
 					imageCount++
 				}
+				if part.Text != "" {
+					responseText.WriteString(part.Text)
+				}
 			}
 		}
 
@@ -108,7 +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())
 		}
@@ -122,8 +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

@@ -78,32 +78,12 @@ func clampThinkingBudget(modelName string, budget int) int {
 	return budget
 }
 
-// Setting safety to the lowest possible values since Gemini is already powerless enough
-func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon.RelayInfo) (*GeminiChatRequest, error) {
-
-	geminiRequest := GeminiChatRequest{
-		Contents: make([]GeminiChatContent, 0, len(textRequest.Messages)),
-		GenerationConfig: GeminiChatGenerationConfig{
-			Temperature:     textRequest.Temperature,
-			TopP:            textRequest.TopP,
-			MaxOutputTokens: textRequest.MaxTokens,
-			Seed:            int64(textRequest.Seed),
-		},
-	}
-
-	if model_setting.IsGeminiModelSupportImagine(info.UpstreamModelName) {
-		geminiRequest.GenerationConfig.ResponseModalities = []string{
-			"TEXT",
-			"IMAGE",
-		}
-	}
-
+func ThinkingAdaptor(geminiRequest *GeminiChatRequest, info *relaycommon.RelayInfo) {
 	if model_setting.GetGeminiSettings().ThinkingAdapterEnabled {
-		modelName := info.OriginModelName
+		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")
-		is25FlashLite := strings.HasPrefix(modelName, "gemini-2.5-flash-lite")
 
 		if strings.Contains(modelName, "-thinking-") {
 			parts := strings.SplitN(modelName, "-thinking-", 2)
@@ -134,21 +114,46 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 					IncludeThoughts: true,
 				}
 			} else {
-				budgetTokens := model_setting.GetGeminiSettings().ThinkingAdapterBudgetTokensPercentage * float64(geminiRequest.GenerationConfig.MaxOutputTokens)
-				clampedBudget := clampThinkingBudget(modelName, int(budgetTokens))
 				geminiRequest.GenerationConfig.ThinkingConfig = &GeminiThinkingConfig{
-					ThinkingBudget:  common.GetPointer(clampedBudget),
 					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 && !is25FlashLite {
+			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) {
+
+	geminiRequest := GeminiChatRequest{
+		Contents: make([]GeminiChatContent, 0, len(textRequest.Messages)),
+		GenerationConfig: GeminiChatGenerationConfig{
+			Temperature:     textRequest.Temperature,
+			TopP:            textRequest.TopP,
+			MaxOutputTokens: textRequest.MaxTokens,
+			Seed:            int64(textRequest.Seed),
+		},
+	}
+
+	if model_setting.IsGeminiModelSupportImagine(info.UpstreamModelName) {
+		geminiRequest.GenerationConfig.ResponseModalities = []string{
+			"TEXT",
+			"IMAGE",
+		}
+	}
+
+	ThinkingAdaptor(&geminiRequest, info)
 
 	safetySettings := make([]GeminiChatSafetySettings, 0, len(SafetySettingList))
 	for _, category := range SafetySettingList {

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 {

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/kling/adaptor.go

@@ -0,0 +1,312 @@
+package kling
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"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"`
+	Model       string  `json:"model,omitempty"`
+	ModelName   string  `json:"model_name,omitempty"`
+	CfgScale    float64 `json:"cfg_scale,omitempty"`
+}
+
+type responsePayload struct {
+	Code    int    `json:"code"`
+	Message string `json:"message"`
+	Data    struct {
+		TaskID string `json:"task_id"`
+	} `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("kling_request", req)
+	return nil
+}
+
+// BuildRequestURL constructs the upstream URL.
+func (a *TaskAdaptor) BuildRequestURL(info *relaycommon.TaskRelayInfo) (string, error) {
+	return fmt.Sprintf("%s/v1/videos/image2video", a.baseURL), 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("kling_request")
+	if !exists {
+		return nil, fmt.Errorf("request not found in context")
+	}
+	req := v.(SubmitReq)
+
+	body := a.convertToRequestPayload(&req)
+	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
+	}
+
+	// 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")
+	}
+	url := fmt.Sprintf("%s/v1/videos/image2video/%s", baseUrl, 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
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 15*time.Second)
+	defer cancel()
+
+	req = req.WithContext(ctx)
+	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 {
+	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),
+		Model:       req.Model,
+		ModelName:   req.Model,
+		CfgScale:    0.5,
+	}
+	if r.Model == "" {
+		r.Model = "kling-v1"
+		r.ModelName = "kling-v1"
+	}
+	return r
+}
+
+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))
+}
+
+// ParseResultUrl 提取视频任务结果的 url
+func (a *TaskAdaptor) ParseResultUrl(resp map[string]any) (string, error) {
+	data, ok := resp["data"].(map[string]any)
+	if !ok {
+		return "", fmt.Errorf("data field not found or invalid")
+	}
+	taskResult, ok := data["task_result"].(map[string]any)
+	if !ok {
+		return "", fmt.Errorf("task_result field not found or invalid")
+	}
+	videos, ok := taskResult["videos"].([]interface{})
+	if !ok || len(videos) == 0 {
+		return "", fmt.Errorf("videos field not found or empty")
+	}
+	video, ok := videos[0].(map[string]interface{})
+	if !ok {
+		return "", fmt.Errorf("video item invalid")
+	}
+	url, ok := video["url"].(string)
+	if !ok || url == "" {
+		return "", fmt.Errorf("url field not found or invalid")
+	}
+	return url, nil
+}

relay/channel/task/suno/adaptor.go

@@ -22,6 +22,10 @@ type TaskAdaptor struct {
 	ChannelType int
 }
 
+func (a *TaskAdaptor) ParseResultUrl(resp map[string]any) (string, error) {
+	return "", nil // 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")
 			}
 		}

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/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
 }
 

relay/constant/relay_mode.go

@@ -38,6 +38,9 @@ const (
 	RelayModeSunoFetchByID
 	RelayModeSunoSubmit
 
+	RelayModeKlingFetchByID
+	RelayModeKlingSubmit
+
 	RelayModeRerank
 
 	RelayModeResponses
@@ -133,3 +136,13 @@ 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
+}

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)
@@ -162,7 +205,7 @@ func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 	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")

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

@@ -13,6 +13,7 @@ import (
 type GroupRatioInfo struct {
 	GroupRatio        float64
 	GroupSpecialRatio float64
+	HasSpecialRatio   bool
 }
 
 type PriceData struct {
@@ -31,7 +32,7 @@ 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.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.Group if present
+// 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
@@ -44,18 +45,19 @@ func HandleGroupRatio(ctx *gin.Context, relayInfo *relaycommon.RelayInfo) GroupR
 		if common.DebugEnabled {
 			println(fmt.Sprintf("final group: %s", autoGroup))
 		}
-		relayInfo.Group = autoGroup.(string)
+		relayInfo.UsingGroup = autoGroup.(string)
 	}
 
 	// check user group special ratio
-	userGroupRatio, ok := ratio_setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.Group)
+	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.Group)
+		groupRatioInfo.GroupRatio = ratio_setting.GetGroupRatio(relayInfo.UsingGroup)
 	}
 
 	return groupRatioInfo
@@ -120,6 +122,35 @@ 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 := ratio_setting.GetModelPrice(modelName, false)
 	if ok {

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)

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/ratio_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 := ratio_setting.GetModelPrice(modelName, true)
-	// 如果没有配置价格，则使用默认价格
-	if !success {
-		defaultPrice, ok := ratio_setting.GetDefaultModelRatioMap()[modelName]
-		if !ok {
-			modelPrice = 0.1
-		} else {
-			modelPrice = defaultPrice
-		}
-	}
-	groupRatio := ratio_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 := ratio_setting.GetModelPrice(modelName, true)
-	// 如果没有配置价格，则使用默认价格
-	if !success {
-		defaultPrice, ok := ratio_setting.GetDefaultModelRatioMap()[modelName]
-		if !ok {
-			modelPrice = 0.1
-		} else {
-			modelPrice = defaultPrice
-		}
-	}
-	groupRatio := ratio_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

@@ -108,13 +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 {
@@ -253,11 +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
@@ -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 +22,7 @@ import (
 	"one-api/relay/channel/palm"
 	"one-api/relay/channel/perplexity"
 	"one-api/relay/channel/siliconflow"
+	"one-api/relay/channel/task/kling"
 	"one-api/relay/channel/task/suno"
 	"one-api/relay/channel/tencent"
 	"one-api/relay/channel/vertex"
@@ -101,6 +102,8 @@ func GetTaskAdaptor(platform commonconstant.TaskPlatform) channel.TaskAdaptor {
 	//	return &aiproxy.Adaptor{}
 	case commonconstant.TaskPlatformSuno:
 		return &suno.TaskAdaptor{}
+	case commonconstant.TaskPlatformKling:
+		return &kling.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"
@@ -16,6 +15,8 @@ import (
 	relayconstant "one-api/relay/constant"
 	"one-api/service"
 	"one-api/setting/ratio_setting"
+
+	"github.com/gin-gonic/gin"
 )
 
 /*
@@ -37,6 +38,9 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 	}
 
 	modelName := service.CoverTaskActionToModelName(platform, relayInfo.Action)
+	if platform == constant.TaskPlatformKling {
+		modelName = relayInfo.OriginModelName
+	}
 	modelPrice, success := ratio_setting.GetModelPrice(modelName, true)
 	if !success {
 		defaultPrice, ok := ratio_setting.GetDefaultModelRatioMap()[modelName]
@@ -48,8 +52,14 @@ func RelayTaskSubmit(c *gin.Context, relayMode int) (taskErr *dto.TaskError) {
 	}
 
 	// 预扣
-	groupRatio := ratio_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)
@@ -118,12 +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)
 			}
@@ -136,10 +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)
@@ -149,8 +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) {
@@ -225,6 +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("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)
 	}
 

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/video-router.go

@@ -0,0 +1,17 @@
+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)
+	}
+}

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/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

@@ -4,6 +4,7 @@ import (
 	"errors"
 	"fmt"
 	"log"
+	"math"
 	"one-api/common"
 	constant2 "one-api/constant"
 	"one-api/dto"
@@ -94,18 +95,18 @@ func PreWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, usag
 	textOutTokens := usage.OutputTokenDetails.TextTokens
 	audioInputTokens := usage.InputTokenDetails.AudioTokens
 	audioOutTokens := usage.OutputTokenDetails.AudioTokens
-	groupRatio := ratio_setting.GetGroupRatio(relayInfo.Group)
+	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.Group = autoGroup.(string)
+		relayInfo.UsingGroup = autoGroup.(string)
 	}
 
 	actualGroupRatio := groupRatio
-	userGroupRatio, ok := ratio_setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.Group)
+	userGroupRatio, ok := ratio_setting.GetGroupGroupRatio(relayInfo.UserGroup, relayInfo.UsingGroup)
 	if ok {
 		actualGroupRatio = userGroupRatio
 	}
@@ -209,7 +210,7 @@ func PostWssConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo, mod
 	other := GenerateWssOtherInfo(ctx, relayInfo, usage, modelRatio, groupRatio,
 		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,
@@ -231,6 +232,17 @@ func PostClaudeConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	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)
@@ -275,7 +287,28 @@ func PostClaudeConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	other := GenerateClaudeOtherInfo(ctx, relayInfo, modelRatio, groupRatio, completionRatio,
 		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,
@@ -352,7 +385,7 @@ func PostAudioConsumeQuota(ctx *gin.Context, relayInfo *relaycommon.RelayInfo,
 	other := GenerateAudioOtherInfo(ctx, relayInfo, usage, modelRatio, groupRatio,
 		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/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

@@ -13,12 +13,12 @@ var PayMethods = []map[string]string{
 	{
 		"name":  "支付宝",
 		"color": "rgba(var(--semi-blue-5), 1)",
-		"type":  "zfb",
+		"type":  "alipay",
 	},
 	{
 		"name":  "微信",
 		"color": "rgba(var(--semi-green-5), 1)",
-		"type":  "wx",
+		"type":  "wxpay",
 	},
 }
 

setting/ratio_setting/cache_ratio.go

@@ -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)
+} 

setting/ratio_setting/group_ratio.go

@@ -73,15 +73,15 @@ func GetGroupRatio(name string) float64 {
 	return ratio
 }
 
-func GetGroupGroupRatio(group, name string) (float64, bool) {
+func GetGroupGroupRatio(userGroup, usingGroup string) (float64, bool) {
 	groupGroupRatioMutex.RLock()
 	defer groupGroupRatioMutex.RUnlock()
 
-	gp, ok := GroupGroupRatio[group]
+	gp, ok := GroupGroupRatio[userGroup]
 	if !ok {
 		return -1, false
 	}
-	ratio, ok := gp[name]
+	ratio, ok := gp[usingGroup]
 	if !ok {
 		return -1, false
 	}

setting/ratio_setting/model_ratio.go

@@ -140,6 +140,7 @@ var defaultModelRatio = map[string]float64{
 	"gemini-2.0-flash":                          0.05,
 	"gemini-2.5-pro-exp-03-25":                  0.625,
 	"gemini-2.5-pro-preview-03-25":              0.625,
+	"gemini-2.5-pro":                            0.625,
 	"gemini-2.5-flash-preview-04-17":            0.075,
 	"gemini-2.5-flash-preview-04-17-thinking":   0.075,
 	"gemini-2.5-flash-preview-04-17-nothinking": 0.075,
@@ -148,6 +149,8 @@ var defaultModelRatio = map[string]float64{
 	"gemini-2.5-flash-preview-05-20-nothinking": 0.075,
 	"gemini-2.5-flash-thinking-*":               0.075, // 用于为后续所有2.5 flash thinking budget 模型设置默认倍率
 	"gemini-2.5-pro-thinking-*":                 0.625, // 用于为后续所有2.5 pro thinking budget 模型设置默认倍率
+	"gemini-2.5-flash-lite-preview-06-17":       0.05,
+	"gemini-2.5-flash":                          0.15,
 	"text-embedding-004":                        0.001,
 	"chatglm_turbo":                             0.3572,     // ￥0.005 / 1k tokens
 	"chatglm_pro":                               0.7143,     // ￥0.01 / 1k tokens
@@ -317,7 +320,11 @@ func UpdateModelPriceByJSONString(jsonStr string) error {
 	modelPriceMapMutex.Lock()
 	defer modelPriceMapMutex.Unlock()
 	modelPriceMap = make(map[string]float64)
-	return json.Unmarshal([]byte(jsonStr), &modelPriceMap)
+	err := json.Unmarshal([]byte(jsonStr), &modelPriceMap)
+	if err == nil {
+		InvalidateExposedDataCache()
+	}
+	return err
 }
 
 // GetModelPrice 返回模型的价格，如果模型不存在则返回-1，false
@@ -345,7 +352,11 @@ func UpdateModelRatioByJSONString(jsonStr string) error {
 	modelRatioMapMutex.Lock()
 	defer modelRatioMapMutex.Unlock()
 	modelRatioMap = make(map[string]float64)
-	return json.Unmarshal([]byte(jsonStr), &modelRatioMap)
+	err := json.Unmarshal([]byte(jsonStr), &modelRatioMap)
+	if err == nil {
+		InvalidateExposedDataCache()
+	}
+	return err
 }
 
 // 处理带有思考预算的模型名称，方便统一定价
@@ -405,13 +416,22 @@ func UpdateCompletionRatioByJSONString(jsonStr string) error {
 	CompletionRatioMutex.Lock()
 	defer CompletionRatioMutex.Unlock()
 	CompletionRatio = make(map[string]float64)
-	return json.Unmarshal([]byte(jsonStr), &CompletionRatio)
+	err := json.Unmarshal([]byte(jsonStr), &CompletionRatio)
+	if err == nil {
+		InvalidateExposedDataCache()
+	}
+	return err
 }
 
 func GetCompletionRatio(name string) float64 {
 	CompletionRatioMutex.RLock()
 	defer CompletionRatioMutex.RUnlock()
-
+	if strings.HasPrefix(name, "gpt-4-gizmo") {
+		name = "gpt-4-gizmo-*"
+	}
+	if strings.HasPrefix(name, "gpt-4o-gizmo") {
+		name = "gpt-4o-gizmo-*"
+	}
 	if strings.Contains(name, "/") {
 		if ratio, ok := CompletionRatio[name]; ok {
 			return ratio
@@ -429,12 +449,6 @@ func GetCompletionRatio(name string) float64 {
 
 func getHardcodedCompletionModelRatio(name string) (float64, bool) {
 	lowercaseName := strings.ToLower(name)
-	if strings.HasPrefix(name, "gpt-4-gizmo") {
-		name = "gpt-4-gizmo-*"
-	}
-	if strings.HasPrefix(name, "gpt-4o-gizmo") {
-		name = "gpt-4o-gizmo-*"
-	}
 	if strings.HasPrefix(name, "gpt-4") && !strings.HasSuffix(name, "-all") && !strings.HasSuffix(name, "-gizmo-*") {
 		if strings.HasPrefix(name, "gpt-4o") {
 			if name == "gpt-4o-2024-05-13" {
@@ -488,12 +502,17 @@ func getHardcodedCompletionModelRatio(name string) (float64, bool) {
 			return 4, true
 		} else if strings.HasPrefix(name, "gemini-2.5-pro") { // 移除preview来增加兼容性，这里假设正式版的倍率和preview一致
 			return 8, true
-		} else if strings.HasPrefix(name, "gemini-2.5-flash") { // 同上
-			if strings.HasSuffix(name, "-nothinking") {
-				return 4, false
-			} else {
-				return 3.5 / 0.6, false
+		} else if strings.HasPrefix(name, "gemini-2.5-flash") { // 处理不同的flash模型倍率
+			if strings.HasPrefix(name, "gemini-2.5-flash-preview") {
+				if strings.HasSuffix(name, "-nothinking") {
+					return 4, true
+				}
+				return 3.5 / 0.15, true
 			}
+			if strings.HasPrefix(name, "gemini-2.5-flash-lite-preview") {
+				return 4, true
+			}
+			return 2.5 / 0.3, true
 		}
 		return 4, false
 	}
@@ -609,3 +628,33 @@ func GetImageRatio(name string) (float64, bool) {
 	}
 	return ratio, true
 }
+
+func GetModelRatioCopy() map[string]float64 {
+	modelRatioMapMutex.RLock()
+	defer modelRatioMapMutex.RUnlock()
+	copyMap := make(map[string]float64, len(modelRatioMap))
+	for k, v := range modelRatioMap {
+		copyMap[k] = v
+	}
+	return copyMap
+}
+
+func GetModelPriceCopy() map[string]float64 {
+	modelPriceMapMutex.RLock()
+	defer modelPriceMapMutex.RUnlock()
+	copyMap := make(map[string]float64, len(modelPriceMap))
+	for k, v := range modelPriceMap {
+		copyMap[k] = v
+	}
+	return copyMap
+}
+
+func GetCompletionRatioCopy() map[string]float64 {
+	CompletionRatioMutex.RLock()
+	defer CompletionRatioMutex.RUnlock()
+	copyMap := make(map[string]float64, len(CompletionRatio))
+	for k, v := range CompletionRatio {
+		copyMap[k] = v
+	}
+	return copyMap
+}

web/src/components/layout/HeaderBar.js

@@ -28,6 +28,7 @@ import {
   Tag,
   Typography,
   Skeleton,
+  Badge,
 } from '@douyinfe/semi-ui';
 import { StatusContext } from '../../context/Status/index.js';
 import { useStyle, styleActions } from '../../context/Style/index.js';
@@ -43,6 +44,7 @@ const HeaderBar = () => {
   const [mobileMenuOpen, setMobileMenuOpen] = useState(false);
   const location = useLocation();
   const [noticeVisible, setNoticeVisible] = useState(false);
+  const [unreadCount, setUnreadCount] = useState(0);
 
   const systemName = getSystemName();
   const logo = getLogo();
@@ -53,9 +55,44 @@ const HeaderBar = () => {
   const docsLink = statusState?.status?.docs_link || '';
   const isDemoSiteMode = statusState?.status?.demo_site_enabled || false;
 
+  const isConsoleRoute = location.pathname.startsWith('/console');
+
   const theme = useTheme();
   const setTheme = useSetTheme();
 
+  const announcements = statusState?.status?.announcements || [];
+
+  const getAnnouncementKey = (a) => `${a?.publishDate || ''}-${(a?.content || '').slice(0, 30)}`;
+
+  const calculateUnreadCount = () => {
+    if (!announcements.length) return 0;
+    let readKeys = [];
+    try {
+      readKeys = JSON.parse(localStorage.getItem('notice_read_keys')) || [];
+    } catch (_) {
+      readKeys = [];
+    }
+    const readSet = new Set(readKeys);
+    return announcements.filter((a) => !readSet.has(getAnnouncementKey(a))).length;
+  };
+
+  const getUnreadKeys = () => {
+    if (!announcements.length) return [];
+    let readKeys = [];
+    try {
+      readKeys = JSON.parse(localStorage.getItem('notice_read_keys')) || [];
+    } catch (_) {
+      readKeys = [];
+    }
+    const readSet = new Set(readKeys);
+    return announcements.filter((a) => !readSet.has(getAnnouncementKey(a))).map(getAnnouncementKey);
+  };
+
+  useEffect(() => {
+    setUnreadCount(calculateUnreadCount());
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [announcements]);
+
   const mainNavLinks = [
     {
       text: t('首页'),
@@ -106,6 +143,25 @@ const HeaderBar = () => {
     }, 3000);
   };
 
+  const handleNoticeOpen = () => {
+    setNoticeVisible(true);
+  };
+
+  const handleNoticeClose = () => {
+    setNoticeVisible(false);
+    if (announcements.length) {
+      let readKeys = [];
+      try {
+        readKeys = JSON.parse(localStorage.getItem('notice_read_keys')) || [];
+      } catch (_) {
+        readKeys = [];
+      }
+      const mergedKeys = Array.from(new Set([...readKeys, ...announcements.map(getAnnouncementKey)]));
+      localStorage.setItem('notice_read_keys', JSON.stringify(mergedKeys));
+    }
+    setUnreadCount(0);
+  };
+
   useEffect(() => {
     if (theme === 'dark') {
       document.body.setAttribute('theme-mode', 'dark');
@@ -353,15 +409,14 @@ const HeaderBar = () => {
     }
   };
 
-  // 检查当前路由是否以/console开头
-  const isConsoleRoute = location.pathname.startsWith('/console');
-
   return (
     <header className="text-semi-color-text-0 sticky top-0 z-50 transition-colors duration-300 bg-white/75 dark:bg-zinc-900/75 backdrop-blur-lg">
       <NoticeModal
         visible={noticeVisible}
-        onClose={() => setNoticeVisible(false)}
+        onClose={handleNoticeClose}
         isMobile={styleState.isMobile}
+        defaultTab={unreadCount > 0 ? 'system' : 'inApp'}
+        unreadKeys={getUnreadKeys()}
       />
       <div className="w-full px-2">
         <div className="flex items-center justify-between h-16">
@@ -462,14 +517,27 @@ const HeaderBar = () => {
               </Dropdown>
             )}
 
-            <Button
-              icon={<IconBell className="text-lg" />}
-              aria-label={t('系统公告')}
-              onClick={() => setNoticeVisible(true)}
-              theme="borderless"
-              type="tertiary"
-              className="!p-1.5 !text-current focus:!bg-semi-color-fill-1 dark:focus:!bg-gray-700 !rounded-full !bg-semi-color-fill-0 dark:!bg-semi-color-fill-1 hover:!bg-semi-color-fill-1 dark:hover:!bg-semi-color-fill-2"
-            />
+            {unreadCount > 0 ? (
+              <Badge count={unreadCount} type="danger" overflowCount={99}>
+                <Button
+                  icon={<IconBell className="text-lg" />}
+                  aria-label={t('系统公告')}
+                  onClick={handleNoticeOpen}
+                  theme="borderless"
+                  type="tertiary"
+                  className="!p-1.5 !text-current focus:!bg-semi-color-fill-1 dark:focus:!bg-gray-700 !rounded-full !bg-semi-color-fill-0 dark:!bg-semi-color-fill-1 hover:!bg-semi-color-fill-1 dark:hover:!bg-semi-color-fill-2"
+                />
+              </Badge>
+            ) : (
+              <Button
+                icon={<IconBell className="text-lg" />}
+                aria-label={t('系统公告')}
+                onClick={handleNoticeOpen}
+                theme="borderless"
+                type="tertiary"
+                className="!p-1.5 !text-current focus:!bg-semi-color-fill-1 dark:focus:!bg-gray-700 !rounded-full !bg-semi-color-fill-0 dark:!bg-semi-color-fill-1 hover:!bg-semi-color-fill-1 dark:hover:!bg-semi-color-fill-2"
+              />
+            )}
 
             <Button
               icon={theme === 'dark' ? <IconSun size="large" className="text-yellow-500" /> : <IconMoon size="large" className="text-gray-300" />}

web/src/components/layout/NoticeModal.js

@@ -1,14 +1,36 @@
-import React, { useEffect, useState } from 'react';
-import { Button, Modal, Empty } from '@douyinfe/semi-ui';
+import React, { useEffect, useState, useContext, useMemo } from 'react';
+import { Button, Modal, Empty, Tabs, TabPane, Timeline } from '@douyinfe/semi-ui';
 import { useTranslation } from 'react-i18next';
-import { API, showError } from '../../helpers';
+import { API, showError, getRelativeTime } from '../../helpers';
 import { marked } from 'marked';
 import { IllustrationNoContent, IllustrationNoContentDark } from '@douyinfe/semi-illustrations';
+import { StatusContext } from '../../context/Status/index.js';
+import { Bell, Megaphone } from 'lucide-react';
 
-const NoticeModal = ({ visible, onClose, isMobile }) => {
+const NoticeModal = ({ visible, onClose, isMobile, defaultTab = 'inApp', unreadKeys = [] }) => {
   const { t } = useTranslation();
   const [noticeContent, setNoticeContent] = useState('');
   const [loading, setLoading] = useState(false);
+  const [activeTab, setActiveTab] = useState(defaultTab);
+
+  const [statusState] = useContext(StatusContext);
+
+  const announcements = statusState?.status?.announcements || [];
+
+  const unreadSet = useMemo(() => new Set(unreadKeys), [unreadKeys]);
+
+  const getKeyForItem = (item) => `${item?.publishDate || ''}-${(item?.content || '').slice(0, 30)}`;
+
+  const processedAnnouncements = useMemo(() => {
+    return (announcements || []).slice(0, 20).map(item => ({
+      key: getKeyForItem(item),
+      type: item.type || 'default',
+      time: getRelativeTime(item.publishDate),
+      content: item.content,
+      extra: item.extra,
+      isUnread: unreadSet.has(getKeyForItem(item))
+    }));
+  }, [announcements, unreadSet]);
 
   const handleCloseTodayNotice = () => {
     const today = new Date().toDateString();
@@ -44,7 +66,13 @@ const NoticeModal = ({ visible, onClose, isMobile }) => {
     }
   }, [visible]);
 
-  const renderContent = () => {
+  useEffect(() => {
+    if (visible) {
+      setActiveTab(defaultTab);
+    }
+  }, [defaultTab, visible]);
+
+  const renderMarkdownNotice = () => {
     if (loading) {
       return <div className="py-12"><Empty description={t('加载中...')} /></div>;
     }
@@ -64,14 +92,80 @@ const NoticeModal = ({ visible, onClose, isMobile }) => {
     return (
       <div
         dangerouslySetInnerHTML={{ __html: noticeContent }}
-        className="notice-content-scroll max-h-[60vh] overflow-y-auto pr-2"
+        className="notice-content-scroll max-h-[55vh] overflow-y-auto pr-2"
       />
     );
   };
 
+  const renderAnnouncementTimeline = () => {
+    if (processedAnnouncements.length === 0) {
+      return (
+        <div className="py-12">
+          <Empty
+            image={<IllustrationNoContent style={{ width: 150, height: 150 }} />}
+            darkModeImage={<IllustrationNoContentDark style={{ width: 150, height: 150 }} />}
+            description={t('暂无系统公告')}
+          />
+        </div>
+      );
+    }
+
+    return (
+      <div className="max-h-[55vh] overflow-y-auto pr-2 card-content-scroll">
+        <Timeline mode="alternate">
+          {processedAnnouncements.map((item, idx) => {
+            const htmlContent = marked.parse(item.content || '');
+            const htmlExtra = item.extra ? marked.parse(item.extra) : '';
+            return (
+              <Timeline.Item
+                key={idx}
+                type={item.type}
+                time={item.time}
+                className={item.isUnread ? '' : ''}
+              >
+                <div>
+                  <div
+                    className={item.isUnread ? 'shine-text' : ''}
+                    dangerouslySetInnerHTML={{ __html: htmlContent }}
+                  />
+                  {item.extra && (
+                    <div
+                      className="text-xs text-gray-500"
+                      dangerouslySetInnerHTML={{ __html: htmlExtra }}
+                    />
+                  )}
+                </div>
+              </Timeline.Item>
+            );
+          })}
+        </Timeline>
+      </div>
+    );
+  };
+
+  const renderBody = () => {
+    if (activeTab === 'inApp') {
+      return renderMarkdownNotice();
+    }
+    return renderAnnouncementTimeline();
+  };
+
   return (
     <Modal
-      title={t('系统公告')}
+      title={
+        <div className="flex items-center justify-between w-full">
+          <span>{t('系统公告')}</span>
+          <Tabs
+            activeKey={activeTab}
+            onChange={setActiveTab}
+            type='card'
+            size='small'
+          >
+            <TabPane tab={<span className="flex items-center gap-1"><Bell size={14} /> {t('通知')}</span>} itemKey='inApp' />
+            <TabPane tab={<span className="flex items-center gap-1"><Megaphone size={14} /> {t('系统公告')}</span>} itemKey='system' />
+          </Tabs>
+        </div>
+      }
       visible={visible}
       onCancel={onClose}
       footer={(
@@ -82,7 +176,7 @@ const NoticeModal = ({ visible, onClose, isMobile }) => {
       )}
       size={isMobile ? 'full-width' : 'large'}
     >
-      {renderContent()}
+      {renderBody()}
     </Modal>
   );
 };

web/src/components/settings/ChannelSelectorModal.js

@@ -0,0 +1,236 @@
+import React, { useState, useEffect, forwardRef, useImperativeHandle } from 'react';
+import { isMobile } from '../../helpers';
+import {
+  Modal,
+  Table,
+  Input,
+  Space,
+  Highlight,
+  Select,
+  Tag,
+} from '@douyinfe/semi-ui';
+import { IconSearch } from '@douyinfe/semi-icons';
+import { CheckCircle, XCircle, AlertCircle, HelpCircle } from 'lucide-react';
+
+const ChannelSelectorModal = forwardRef(({
+  visible,
+  onCancel,
+  onOk,
+  allChannels,
+  selectedChannelIds,
+  setSelectedChannelIds,
+  channelEndpoints,
+  updateChannelEndpoint,
+  t,
+}, ref) => {
+  const [searchText, setSearchText] = useState('');
+  const [currentPage, setCurrentPage] = useState(1);
+  const [pageSize, setPageSize] = useState(10);
+
+  const [filteredData, setFilteredData] = useState([]);
+
+  useImperativeHandle(ref, () => ({
+    resetPagination: () => {
+      setCurrentPage(1);
+      setSearchText('');
+    },
+  }));
+
+  useEffect(() => {
+    if (!allChannels) return;
+
+    const searchLower = searchText.trim().toLowerCase();
+    const matched = searchLower
+      ? allChannels.filter((item) => {
+        const name = (item.label || '').toLowerCase();
+        const baseUrl = (item._originalData?.base_url || '').toLowerCase();
+        return name.includes(searchLower) || baseUrl.includes(searchLower);
+      })
+      : allChannels;
+
+    setFilteredData(matched);
+  }, [allChannels, searchText]);
+
+  const total = filteredData.length;
+
+  const paginatedData = filteredData.slice(
+    (currentPage - 1) * pageSize,
+    currentPage * pageSize,
+  );
+
+  const updateEndpoint = (channelId, endpoint) => {
+    if (typeof updateChannelEndpoint === 'function') {
+      updateChannelEndpoint(channelId, endpoint);
+    }
+  };
+
+  const renderEndpointCell = (text, record) => {
+    const channelId = record.key || record.value;
+    const currentEndpoint = channelEndpoints[channelId] || '';
+
+    const getEndpointType = (ep) => {
+      if (ep === '/api/ratio_config') return 'ratio_config';
+      if (ep === '/api/pricing') return 'pricing';
+      return 'custom';
+    };
+
+    const currentType = getEndpointType(currentEndpoint);
+
+    const handleTypeChange = (val) => {
+      if (val === 'ratio_config') {
+        updateEndpoint(channelId, '/api/ratio_config');
+      } else if (val === 'pricing') {
+        updateEndpoint(channelId, '/api/pricing');
+      } else {
+        if (currentType !== 'custom') {
+          updateEndpoint(channelId, '');
+        }
+      }
+    };
+
+    return (
+      <div style={{ display: 'flex', alignItems: 'center', gap: 8 }}>
+        <Select
+          size="small"
+          value={currentType}
+          onChange={handleTypeChange}
+          style={{ width: 120 }}
+          optionList={[
+            { label: 'ratio_config', value: 'ratio_config' },
+            { label: 'pricing', value: 'pricing' },
+            { label: 'custom', value: 'custom' },
+          ]}
+        />
+        {currentType === 'custom' && (
+          <Input
+            size="small"
+            value={currentEndpoint}
+            onChange={(val) => updateEndpoint(channelId, val)}
+            placeholder="/your/endpoint"
+            style={{ width: 160, fontSize: 12 }}
+          />
+        )}
+      </div>
+    );
+  };
+
+  const renderStatusCell = (status) => {
+    switch (status) {
+      case 1:
+        return (
+          <Tag size='large' color='green' shape='circle' prefixIcon={<CheckCircle size={14} />}>
+            {t('已启用')}
+          </Tag>
+        );
+      case 2:
+        return (
+          <Tag size='large' color='red' shape='circle' prefixIcon={<XCircle size={14} />}>
+            {t('已禁用')}
+          </Tag>
+        );
+      case 3:
+        return (
+          <Tag size='large' color='yellow' shape='circle' prefixIcon={<AlertCircle size={14} />}>
+            {t('自动禁用')}
+          </Tag>
+        );
+      default:
+        return (
+          <Tag size='large' color='grey' shape='circle' prefixIcon={<HelpCircle size={14} />}>
+            {t('未知状态')}
+          </Tag>
+        );
+    }
+  };
+
+  const renderNameCell = (text) => (
+    <Highlight sourceString={text} searchWords={[searchText]} />
+  );
+
+  const renderBaseUrlCell = (text) => (
+    <Highlight sourceString={text} searchWords={[searchText]} />
+  );
+
+  const columns = [
+    {
+      title: t('名称'),
+      dataIndex: 'label',
+      render: renderNameCell,
+    },
+    {
+      title: t('源地址'),
+      dataIndex: '_originalData.base_url',
+      render: (_, record) => renderBaseUrlCell(record._originalData?.base_url || ''),
+    },
+    {
+      title: t('状态'),
+      dataIndex: '_originalData.status',
+      render: (_, record) => renderStatusCell(record._originalData?.status || 0),
+    },
+    {
+      title: t('同步接口'),
+      dataIndex: 'endpoint',
+      fixed: 'right',
+      render: renderEndpointCell,
+    },
+  ];
+
+  const rowSelection = {
+    selectedRowKeys: selectedChannelIds,
+    onChange: (keys) => setSelectedChannelIds(keys),
+  };
+
+  return (
+    <Modal
+      visible={visible}
+      onCancel={onCancel}
+      onOk={onOk}
+      title={<span className="text-lg font-semibold">{t('选择同步渠道')}</span>}
+      size={isMobile() ? 'full-width' : 'large'}
+      keepDOM
+      lazyRender={false}
+    >
+      <Space vertical style={{ width: '100%' }}>
+        <Input
+          prefix={<IconSearch size={14} />}
+          placeholder={t('搜索渠道名称或地址')}
+          value={searchText}
+          onChange={setSearchText}
+          showClear
+          className="!rounded-full"
+        />
+
+        <Table
+          columns={columns}
+          dataSource={paginatedData}
+          rowKey="key"
+          rowSelection={rowSelection}
+          pagination={{
+            currentPage: currentPage,
+            pageSize: pageSize,
+            total: total,
+            showSizeChanger: true,
+            showQuickJumper: true,
+            pageSizeOptions: ['10', '20', '50', '100'],
+            formatPageText: (page) => t('第 {{start}} - {{end}} 条，共 {{total}} 条', {
+              start: page.currentStart,
+              end: page.currentEnd,
+              total: total,
+            }),
+            onChange: (page, size) => {
+              setCurrentPage(page);
+              setPageSize(size);
+            },
+            onShowSizeChange: (curr, size) => {
+              setCurrentPage(1);
+              setPageSize(size);
+            },
+          }}
+          size="small"
+        />
+      </Space>
+    </Modal>
+  );
+});
+
+export default ChannelSelectorModal; 

web/src/components/settings/ChatsSetting.js

@@ -0,0 +1,63 @@
+import React, { useEffect, useState } from 'react';
+import { Card, Spin } from '@douyinfe/semi-ui';
+import SettingsChats from '../../pages/Setting/Chat/SettingsChats.js';
+import { API, showError } from '../../helpers';
+
+const ChatsSetting = () => {
+  let [inputs, setInputs] = useState({
+    /* 聊天设置 */
+    Chats: '[]',
+  });
+
+  let [loading, setLoading] = useState(false);
+
+  const getOptions = async () => {
+    const res = await API.get('/api/option/');
+    const { success, message, data } = res.data;
+    if (success) {
+      let newInputs = {};
+      data.forEach((item) => {
+        if (
+          item.key.endsWith('Enabled') ||
+          ['DefaultCollapseSidebar'].includes(item.key)
+        ) {
+          newInputs[item.key] = item.value === 'true' ? true : false;
+        } else {
+          newInputs[item.key] = item.value;
+        }
+      });
+
+      setInputs(newInputs);
+    } else {
+      showError(message);
+    }
+  };
+
+  async function onRefresh() {
+    try {
+      setLoading(true);
+      await getOptions();
+    } catch (error) {
+      showError('刷新失败');
+    } finally {
+      setLoading(false);
+    }
+  }
+
+  useEffect(() => {
+    onRefresh();
+  }, []);
+
+  return (
+    <>
+      <Spin spinning={loading} size='large'>
+        {/* 聊天设置 */}
+        <Card style={{ marginTop: '10px' }}>
+          <SettingsChats options={inputs} refresh={onRefresh} />
+        </Card>
+      </Spin>
+    </>
+  );
+};
+
+export default ChatsSetting; 

web/src/components/settings/DashboardSetting.js

@@ -5,6 +5,7 @@ import SettingsAPIInfo from '../../pages/Setting/Dashboard/SettingsAPIInfo.js';
 import SettingsAnnouncements from '../../pages/Setting/Dashboard/SettingsAnnouncements.js';
 import SettingsFAQ from '../../pages/Setting/Dashboard/SettingsFAQ.js';
 import SettingsUptimeKuma from '../../pages/Setting/Dashboard/SettingsUptimeKuma.js';
+import SettingsDataDashboard from '../../pages/Setting/Dashboard/SettingsDataDashboard.js';
 
 const DashboardSetting = () => {
   let [inputs, setInputs] = useState({
@@ -23,6 +24,11 @@ const DashboardSetting = () => {
     FAQ: '',
     UptimeKumaUrl: '',
     UptimeKumaSlug: '',
+
+    /* 数据看板 */
+    DataExportEnabled: false,
+    DataExportDefaultTime: 'hour',
+    DataExportInterval: 5,
   });
 
   let [loading, setLoading] = useState(false);
@@ -37,6 +43,10 @@ const DashboardSetting = () => {
         if (item.key in inputs) {
           newInputs[item.key] = item.value;
         }
+        if (item.key.endsWith('Enabled') &&
+          (item.key === 'DataExportEnabled')) {
+          newInputs[item.key] = item.value === 'true' ? true : false;
+        }
       });
       setInputs(newInputs);
     } else {
@@ -106,9 +116,9 @@ const DashboardSetting = () => {
           </p>
         </Modal>
 
-        {/* API信息管理 */}
+        {/* 数据看板设置 */}
         <Card style={{ marginTop: '10px' }}>
-          <SettingsAPIInfo options={inputs} refresh={onRefresh} />
+          <SettingsDataDashboard options={inputs} refresh={onRefresh} />
         </Card>
 
         {/* 系统公告管理 */}
@@ -116,6 +126,11 @@ const DashboardSetting = () => {
           <SettingsAnnouncements options={inputs} refresh={onRefresh} />
         </Card>
 
+        {/* API信息管理 */}
+        <Card style={{ marginTop: '10px' }}>
+          <SettingsAPIInfo options={inputs} refresh={onRefresh} />
+        </Card>
+
         {/* 常见问答管理 */}
         <Card style={{ marginTop: '10px' }}>
           <SettingsFAQ options={inputs} refresh={onRefresh} />

web/src/components/settings/DrawingSetting.js

@@ -0,0 +1,65 @@
+import React, { useEffect, useState } from 'react';
+import { Card, Spin } from '@douyinfe/semi-ui';
+import SettingsDrawing from '../../pages/Setting/Drawing/SettingsDrawing.js';
+import { API, showError } from '../../helpers';
+
+const DrawingSetting = () => {
+  let [inputs, setInputs] = useState({
+    /* 绘图设置 */
+    DrawingEnabled: false,
+    MjNotifyEnabled: false,
+    MjAccountFilterEnabled: false,
+    MjForwardUrlEnabled: false,
+    MjModeClearEnabled: false,
+    MjActionCheckSuccessEnabled: false,
+  });
+
+  let [loading, setLoading] = useState(false);
+
+  const getOptions = async () => {
+    const res = await API.get('/api/option/');
+    const { success, message, data } = res.data;
+    if (success) {
+      let newInputs = {};
+      data.forEach((item) => {
+        if (item.key.endsWith('Enabled')) {
+          newInputs[item.key] = item.value === 'true' ? true : false;
+        } else {
+          newInputs[item.key] = item.value;
+        }
+      });
+
+      setInputs(newInputs);
+    } else {
+      showError(message);
+    }
+  };
+
+  async function onRefresh() {
+    try {
+      setLoading(true);
+      await getOptions();
+    } catch (error) {
+      showError('刷新失败');
+    } finally {
+      setLoading(false);
+    }
+  }
+
+  useEffect(() => {
+    onRefresh();
+  }, []);
+
+  return (
+    <>
+      <Spin spinning={loading} size='large'>
+        {/* 绘图设置 */}
+        <Card style={{ marginTop: '10px' }}>
+          <SettingsDrawing options={inputs} refresh={onRefresh} />
+        </Card>
+      </Spin>
+    </>
+  );
+};
+
+export default DrawingSetting; 

web/src/components/settings/OperationSetting.js

@@ -1,13 +1,10 @@
 import React, { useEffect, useState } from 'react';
 import { Card, Spin } from '@douyinfe/semi-ui';
 import SettingsGeneral from '../../pages/Setting/Operation/SettingsGeneral.js';
-import SettingsDrawing from '../../pages/Setting/Operation/SettingsDrawing.js';
 import SettingsSensitiveWords from '../../pages/Setting/Operation/SettingsSensitiveWords.js';
 import SettingsLog from '../../pages/Setting/Operation/SettingsLog.js';
-import SettingsDataDashboard from '../../pages/Setting/Operation/SettingsDataDashboard.js';
 import SettingsMonitoring from '../../pages/Setting/Operation/SettingsMonitoring.js';
 import SettingsCreditLimit from '../../pages/Setting/Operation/SettingsCreditLimit.js';
-import SettingsChats from '../../pages/Setting/Operation/SettingsChats.js';
 import { API, showError } from '../../helpers';
 
 const OperationSetting = () => {
@@ -29,14 +26,6 @@ const OperationSetting = () => {
     DemoSiteEnabled: false,
     SelfUseModeEnabled: false,
 
-    /* 绘图设置 */
-    DrawingEnabled: false,
-    MjNotifyEnabled: false,
-    MjAccountFilterEnabled: false,
-    MjForwardUrlEnabled: false,
-    MjModeClearEnabled: false,
-    MjActionCheckSuccessEnabled: false,
-
     /* 敏感词设置 */
     CheckSensitiveEnabled: false,
     CheckSensitiveOnPromptEnabled: false,
@@ -45,20 +34,12 @@ const OperationSetting = () => {
     /* 日志设置 */
     LogConsumeEnabled: false,
 
-    /* 数据看板 */
-    DataExportEnabled: false,
-    DataExportDefaultTime: 'hour',
-    DataExportInterval: 5,
-
     /* 监控设置 */
     ChannelDisableThreshold: 0,
     QuotaRemindThreshold: 0,
     AutomaticDisableChannelEnabled: false,
     AutomaticEnableChannelEnabled: false,
     AutomaticDisableKeywords: '',
-
-    /* 聊天设置 */
-    Chats: '[]',
   });
 
   let [loading, setLoading] = useState(false);
@@ -107,10 +88,6 @@ const OperationSetting = () => {
         <Card style={{ marginTop: '10px' }}>
           <SettingsGeneral options={inputs} refresh={onRefresh} />
         </Card>
-        {/* 绘图设置 */}
-        <Card style={{ marginTop: '10px' }}>
-          <SettingsDrawing options={inputs} refresh={onRefresh} />
-        </Card>
         {/* 屏蔽词过滤设置 */}
         <Card style={{ marginTop: '10px' }}>
           <SettingsSensitiveWords options={inputs} refresh={onRefresh} />
@@ -119,10 +96,6 @@ const OperationSetting = () => {
         <Card style={{ marginTop: '10px' }}>
           <SettingsLog options={inputs} refresh={onRefresh} />
         </Card>
-        {/* 数据看板 */}
-        <Card style={{ marginTop: '10px' }}>
-          <SettingsDataDashboard options={inputs} refresh={onRefresh} />
-        </Card>
         {/* 监控设置 */}
         <Card style={{ marginTop: '10px' }}>
           <SettingsMonitoring options={inputs} refresh={onRefresh} />
@@ -131,10 +104,6 @@ const OperationSetting = () => {
         <Card style={{ marginTop: '10px' }}>
           <SettingsCreditLimit options={inputs} refresh={onRefresh} />
         </Card>
-        {/* 聊天设置 */}
-        <Card style={{ marginTop: '10px' }}>
-          <SettingsChats options={inputs} refresh={onRefresh} />
-        </Card>
       </Spin>
     </>
   );

web/src/components/settings/PaymentSetting.js

@@ -0,0 +1,88 @@
+import React, { useEffect, useState } from 'react';
+import { Card, Spin } from '@douyinfe/semi-ui';
+import SettingsGeneralPayment from '../../pages/Setting/Payment/SettingsGeneralPayment.js';
+import SettingsPaymentGateway from '../../pages/Setting/Payment/SettingsPaymentGateway.js';
+import { API, showError } from '../../helpers';
+import { useTranslation } from 'react-i18next';
+
+const PaymentSetting = () => {
+  const { t } = useTranslation();
+  let [inputs, setInputs] = useState({
+    ServerAddress: '',
+    PayAddress: '',
+    EpayId: '',
+    EpayKey: '',
+    Price: 7.3,
+    MinTopUp: 1,
+    TopupGroupRatio: '',
+    CustomCallbackAddress: '',
+    PayMethods: '',
+  });
+
+  let [loading, setLoading] = useState(false);
+
+  const getOptions = async () => {
+    const res = await API.get('/api/option/');
+    const { success, message, data } = res.data;
+    if (success) {
+      let newInputs = {};
+      data.forEach((item) => {
+        switch (item.key) {
+          case 'TopupGroupRatio':
+            try {
+              newInputs[item.key] = JSON.stringify(JSON.parse(item.value), null, 2);
+            } catch (error) {
+              console.error('解析TopupGroupRatio出错:', error);
+              newInputs[item.key] = item.value;
+            }
+            break;
+          case 'Price':
+          case 'MinTopUp':
+            newInputs[item.key] = parseFloat(item.value);
+            break;
+          default:
+            if (item.key.endsWith('Enabled')) {
+              newInputs[item.key] = item.value === 'true' ? true : false;
+            } else {
+              newInputs[item.key] = item.value;
+            }
+            break;
+        }
+      });
+
+      setInputs(newInputs);
+    } else {
+      showError(t(message));
+    }
+  };
+
+  async function onRefresh() {
+    try {
+      setLoading(true);
+      await getOptions();
+    } catch (error) {
+      showError(t('刷新失败'));
+    } finally {
+      setLoading(false);
+    }
+  }
+
+  useEffect(() => {
+    onRefresh();
+  }, []);
+
+  return (
+    <>
+      <Spin spinning={loading} size='large'>
+        <Card style={{ marginTop: '10px' }}>
+          <SettingsGeneralPayment options={inputs} refresh={onRefresh} />
+        </Card>
+        <Card style={{ marginTop: '10px' }}>
+          <SettingsPaymentGateway options={inputs} refresh={onRefresh} />
+        </Card>
+      </Spin>
+    </>
+  );
+};
+
+export default PaymentSetting; 

web/src/components/settings/RateLimitSetting.js

@@ -1,8 +1,7 @@
 import React, { useEffect, useState } from 'react';
-import { Card, Spin, Tabs } from '@douyinfe/semi-ui';
+import { Card, Spin } from '@douyinfe/semi-ui';
 
-import { API, showError, showSuccess } from '../../helpers/index.js';
-import SettingsChats from '../../pages/Setting/Operation/SettingsChats.js';
+import { API, showError } from '../../helpers/index.js';
 import { useTranslation } from 'react-i18next';
 import RequestRateLimit from '../../pages/Setting/RateLimit/SettingsRequestRateLimit.js';
 
@@ -24,14 +23,14 @@ const RateLimitSetting = () => {
     if (success) {
       let newInputs = {};
       data.forEach((item) => {
-      if (item.key === 'ModelRequestRateLimitGroup') {
-        item.value = JSON.stringify(JSON.parse(item.value), null, 2);
-      }
+        if (item.key === 'ModelRequestRateLimitGroup') {
+          item.value = JSON.stringify(JSON.parse(item.value), null, 2);
+        }
 
-      if (item.key.endsWith('Enabled')) {
-        newInputs[item.key] = item.value === 'true' ? true : false;
-      } else {
-        newInputs[item.key] = item.value;
+        if (item.key.endsWith('Enabled')) {
+          newInputs[item.key] = item.value === 'true' ? true : false;
+        } else {
+          newInputs[item.key] = item.value;
         }
       });
 

web/src/components/settings/RatioSetting.js

@@ -6,6 +6,7 @@ import GroupRatioSettings from '../../pages/Setting/Ratio/GroupRatioSettings.js'
 import ModelRatioSettings from '../../pages/Setting/Ratio/ModelRatioSettings.js';
 import ModelSettingsVisualEditor from '../../pages/Setting/Ratio/ModelSettingsVisualEditor.js';
 import ModelRatioNotSetEditor from '../../pages/Setting/Ratio/ModelRationNotSetEditor.js';
+import UpstreamRatioSync from '../../pages/Setting/Ratio/UpstreamRatioSync.js';
 
 import { API, showError } from '../../helpers';
 
@@ -21,6 +22,7 @@ const RatioSetting = () => {
     GroupGroupRatio: '',
     AutoGroups: '',
     DefaultUseAutoGroup: false,
+    ExposeRatioEnabled: false,
     UserUsableGroups: '',
   });
 
@@ -48,7 +50,7 @@ const RatioSetting = () => {
             // 如果后端返回的不是合法 JSON，直接展示
           }
         }
-        if (['DefaultUseAutoGroup'].includes(item.key)) {
+        if (['DefaultUseAutoGroup', 'ExposeRatioEnabled'].includes(item.key)) {
           newInputs[item.key] = item.value === 'true' ? true : false;
         } else {
           newInputs[item.key] = item.value;
@@ -78,15 +80,20 @@ const RatioSetting = () => {
 
   return (
     <Spin spinning={loading} size='large'>
-      {/* 分组倍率设置 */}
-      <Card style={{ marginTop: '10px' }}>
-        <GroupRatioSettings options={inputs} refresh={onRefresh} />
-      </Card>
       {/* 模型倍率设置以及可视化编辑器 */}
       <Card style={{ marginTop: '10px' }}>
-        <Tabs type='line'>
+        <Tabs type='card'>
           <Tabs.TabPane tab={t('模型倍率设置')} itemKey='model'>
-            <ModelRatioSettings options={inputs} refresh={onRefresh} />
+            <ModelRatioSettings
+              options={inputs}
+              refresh={onRefresh}
+            />
+          </Tabs.TabPane>
+          <Tabs.TabPane tab={t('分组倍率设置')} itemKey='group'>
+            <GroupRatioSettings
+              options={inputs}
+              refresh={onRefresh}
+            />
           </Tabs.TabPane>
           <Tabs.TabPane tab={t('可视化倍率设置')} itemKey='visual'>
             <ModelSettingsVisualEditor
@@ -100,6 +107,12 @@ const RatioSetting = () => {
               refresh={onRefresh}
             />
           </Tabs.TabPane>
+          <Tabs.TabPane tab={t('上游倍率同步')} itemKey='upstream_sync'>
+            <UpstreamRatioSync
+              options={inputs}
+              refresh={onRefresh}
+            />
+          </Tabs.TabPane>
         </Tabs>
       </Card>
     </Spin>

web/src/components/settings/SystemSetting.js

@@ -17,7 +17,6 @@ import {
   removeTrailingSlash,
   showError,
   showSuccess,
-  verifyJSON,
 } from '../../helpers';
 import axios from 'axios';
 
@@ -42,17 +41,9 @@ const SystemSetting = () => {
     SMTPAccount: '',
     SMTPFrom: '',
     SMTPToken: '',
-    ServerAddress: '',
     WorkerUrl: '',
     WorkerValidKey: '',
     WorkerAllowHttpImageRequestEnabled: '',
-    EpayId: '',
-    EpayKey: '',
-    Price: 7.3,
-    MinTopUp: 1,
-    TopupGroupRatio: '',
-    PayAddress: '',
-    CustomCallbackAddress: '',
     Footer: '',
     WeChatAuthEnabled: '',
     WeChatServerAddress: '',
@@ -73,7 +64,6 @@ const SystemSetting = () => {
     LinuxDOOAuthEnabled: '',
     LinuxDOClientId: '',
     LinuxDOClientSecret: '',
-    PayMethods: '',
   });
 
   const [originInputs, setOriginInputs] = useState({});
@@ -200,11 +190,6 @@ const SystemSetting = () => {
     setInputs(values);
   };
 
-  const submitServerAddress = async () => {
-    let ServerAddress = removeTrailingSlash(inputs.ServerAddress);
-    await updateOptions([{ key: 'ServerAddress', value: ServerAddress }]);
-  };
-
   const submitWorker = async () => {
     let WorkerUrl = removeTrailingSlash(inputs.WorkerUrl);
     const options = [
@@ -220,56 +205,6 @@ const SystemSetting = () => {
     await updateOptions(options);
   };
 
-  const submitPayAddress = async () => {
-    if (inputs.ServerAddress === '') {
-      showError('请先填写服务器地址');
-      return;
-    }
-    if (originInputs['TopupGroupRatio'] !== inputs.TopupGroupRatio) {
-      if (!verifyJSON(inputs.TopupGroupRatio)) {
-        showError('充值分组倍率不是合法的 JSON 字符串');
-        return;
-      }
-    }
-    if (originInputs['PayMethods'] !== inputs.PayMethods) {
-      if (!verifyJSON(inputs.PayMethods)) {
-        showError('充值方式设置不是合法的 JSON 字符串');
-        return;
-      }
-    }
-
-    const options = [
-      { key: 'PayAddress', value: removeTrailingSlash(inputs.PayAddress) },
-    ];
-
-    if (inputs.EpayId !== '') {
-      options.push({ key: 'EpayId', value: inputs.EpayId });
-    }
-    if (inputs.EpayKey !== undefined && inputs.EpayKey !== '') {
-      options.push({ key: 'EpayKey', value: inputs.EpayKey });
-    }
-    if (inputs.Price !== '') {
-      options.push({ key: 'Price', value: inputs.Price.toString() });
-    }
-    if (inputs.MinTopUp !== '') {
-      options.push({ key: 'MinTopUp', value: inputs.MinTopUp.toString() });
-    }
-    if (inputs.CustomCallbackAddress !== '') {
-      options.push({
-        key: 'CustomCallbackAddress',
-        value: inputs.CustomCallbackAddress,
-      });
-    }
-    if (originInputs['TopupGroupRatio'] !== inputs.TopupGroupRatio) {
-      options.push({ key: 'TopupGroupRatio', value: inputs.TopupGroupRatio });
-    }
-    if (originInputs['PayMethods'] !== inputs.PayMethods) {
-      options.push({ key: 'PayMethods', value: inputs.PayMethods });
-    }
-
-    await updateOptions(options);
-  };
-
   const submitSMTP = async () => {
     const options = [];
 
@@ -551,17 +486,6 @@ const SystemSetting = () => {
                 marginTop: '10px',
               }}
             >
-              <Card>
-                <Form.Section text='通用设置'>
-                  <Form.Input
-                    field='ServerAddress'
-                    label='服务器地址'
-                    placeholder='例如：https://yourdomain.com'
-                    style={{ width: '100%' }}
-                  />
-                  <Button onClick={submitServerAddress}>更新服务器地址</Button>
-                </Form.Section>
-              </Card>
               <Card>
                 <Form.Section text='代理设置'>
                   <Text>
@@ -604,80 +528,6 @@ const SystemSetting = () => {
                 </Form.Section>
               </Card>
 
-              <Card>
-                <Form.Section text='支付设置'>
-                  <Text>
-                    （当前仅支持易支付接口，默认使用上方服务器地址作为回调地址！）
-                  </Text>
-                  <Row
-                    gutter={{ xs: 8, sm: 16, md: 24, lg: 24, xl: 24, xxl: 24 }}
-                  >
-                    <Col xs={24} sm={24} md={8} lg={8} xl={8}>
-                      <Form.Input
-                        field='PayAddress'
-                        label='支付地址'
-                        placeholder='例如：https://yourdomain.com'
-                      />
-                    </Col>
-                    <Col xs={24} sm={24} md={8} lg={8} xl={8}>
-                      <Form.Input
-                        field='EpayId'
-                        label='易支付商户ID'
-                        placeholder='例如：0001'
-                      />
-                    </Col>
-                    <Col xs={24} sm={24} md={8} lg={8} xl={8}>
-                      <Form.Input
-                        field='EpayKey'
-                        label='易支付商户密钥'
-                        placeholder='敏感信息不会发送到前端显示'
-                        type='password'
-                      />
-                    </Col>
-                  </Row>
-                  <Row
-                    gutter={{ xs: 8, sm: 16, md: 24, lg: 24, xl: 24, xxl: 24 }}
-                    style={{ marginTop: 16 }}
-                  >
-                    <Col xs={24} sm={24} md={8} lg={8} xl={8}>
-                      <Form.Input
-                        field='CustomCallbackAddress'
-                        label='回调地址'
-                        placeholder='例如：https://yourdomain.com'
-                      />
-                    </Col>
-                    <Col xs={24} sm={24} md={8} lg={8} xl={8}>
-                      <Form.InputNumber
-                        field='Price'
-                        precision={2}
-                        label='充值价格（x元/美金）'
-                        placeholder='例如：7，就是7元/美金'
-                      />
-                    </Col>
-                    <Col xs={24} sm={24} md={8} lg={8} xl={8}>
-                      <Form.InputNumber
-                        field='MinTopUp'
-                        label='最低充值美元数量'
-                        placeholder='例如：2，就是最低充值2$'
-                      />
-                    </Col>
-                  </Row>
-                  <Form.TextArea
-                    field='TopupGroupRatio'
-                    label='充值分组倍率'
-                    placeholder='为一个 JSON 文本，键为组名称，值为倍率'
-                    autosize
-                  />
-                  <Form.TextArea
-                    field='PayMethods'
-                    label='充值方式设置'
-                    placeholder='为一个 JSON 文本'
-                    autosize
-                  />
-                  <Button onClick={submitPayAddress}>更新支付设置</Button>
-                </Form.Section>
-              </Card>
-
               <Card>
                 <Form.Section text='配置登录注册'>
                   <Row

web/src/components/table/ChannelsTable.js

@@ -17,7 +17,7 @@ import {
   AlertCircle,
   HelpCircle,
   Coins,
-  Tags
+  Tags,
 } from 'lucide-react';
 
 import { CHANNEL_OPTIONS, ITEMS_PER_PAGE } from '../../constants/index.js';
@@ -52,6 +52,7 @@ import {
   IconPlus,
   IconRefresh,
   IconSetting,
+  IconDescend,
   IconSearch,
   IconEdit,
   IconDelete,
@@ -64,6 +65,7 @@ import {
 import { loadChannelModels } from '../../helpers/index.js';
 import EditTagModal from '../../pages/Channel/EditTagModal.js';
 import { useTranslation } from 'react-i18next';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const ChannelsTable = () => {
   const { t } = useTranslation();
@@ -114,7 +116,7 @@ const ChannelsTable = () => {
         );
       case 2:
         return (
-          <Tag size='large' color='yellow' shape='circle' prefixIcon={<XCircle size={14} />}>
+          <Tag size='large' color='red' shape='circle' prefixIcon={<XCircle size={14} />}>
             {t('已禁用')}
           </Tag>
         );
@@ -683,6 +685,7 @@ const ChannelsTable = () => {
   const [typeCounts, setTypeCounts] = useState({});
   const requestCounter = useRef(0);
   const [formApi, setFormApi] = useState(null);
+  const [compactMode, setCompactMode] = useTableCompactMode('channels');
   const formInitValues = {
     searchKeyword: '',
     searchGroup: '',
@@ -1576,6 +1579,16 @@ const ChannelsTable = () => {
               {t('批量操作')}
             </Button>
           </Dropdown>
+
+          <Button
+            theme='light'
+            type='secondary'
+            icon={<IconDescend />}
+            className="!rounded-full w-full md:w-auto"
+            onClick={() => setCompactMode(!compactMode)}
+          >
+            {compactMode ? t('自适应列表') : t('紧凑列表')}
+          </Button>
         </div>
 
         <div className="flex flex-col md:flex-row items-start md:items-center gap-4 w-full md:w-auto order-1 md:order-2">
@@ -1766,9 +1779,9 @@ const ChannelsTable = () => {
         bordered={false}
       >
         <Table
-          columns={getVisibleColumns()}
+          columns={compactMode ? getVisibleColumns().map(({ fixed, ...rest }) => rest) : getVisibleColumns()}
           dataSource={pageData}
-          scroll={{ x: 'max-content' }}
+          scroll={compactMode ? undefined : { x: 'max-content' }}
           pagination={{
             currentPage: activePage,
             pageSize: pageSize,

web/src/components/table/LogsTable.js

@@ -47,8 +47,9 @@ import {
 } from '@douyinfe/semi-illustrations';
 import { ITEMS_PER_PAGE } from '../../constants';
 import Paragraph from '@douyinfe/semi-ui/lib/es/typography/paragraph';
-import { IconSetting, IconSearch, IconHelpCircle } from '@douyinfe/semi-icons';
+import { IconSetting, IconSearch, IconHelpCircle, IconDescend } from '@douyinfe/semi-icons';
 import { Route } from 'lucide-react';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const { Text } = Typography;
 
@@ -192,7 +193,7 @@ const LogsTable = () => {
     if (!modelMapped) {
       return renderModelTag(record.model_name, {
         onClick: (event) => {
-          copyText(event, record.model_name).then((r) => {});
+          copyText(event, record.model_name).then((r) => { });
         },
       });
     } else {
@@ -209,7 +210,7 @@ const LogsTable = () => {
                       </Text>
                       {renderModelTag(record.model_name, {
                         onClick: (event) => {
-                          copyText(event, record.model_name).then((r) => {});
+                          copyText(event, record.model_name).then((r) => { });
                         },
                       })}
                     </div>
@@ -220,7 +221,7 @@ const LogsTable = () => {
                       {renderModelTag(other.upstream_model_name, {
                         onClick: (event) => {
                           copyText(event, other.upstream_model_name).then(
-                            (r) => {},
+                            (r) => { },
                           );
                         },
                       })}
@@ -231,7 +232,7 @@ const LogsTable = () => {
             >
               {renderModelTag(record.model_name, {
                 onClick: (event) => {
-                  copyText(event, record.model_name).then((r) => {});
+                  copyText(event, record.model_name).then((r) => { });
                 },
                 suffixIcon: (
                   <Route
@@ -636,23 +637,23 @@ const LogsTable = () => {
         }
         let content = other?.claude
           ? renderClaudeModelPriceSimple(
-              other.model_ratio,
-              other.model_price,
-              other.group_ratio,
-              other?.user_group_ratio,
-              other.cache_tokens || 0,
-              other.cache_ratio || 1.0,
-              other.cache_creation_tokens || 0,
-              other.cache_creation_ratio || 1.0,
-            )
+            other.model_ratio,
+            other.model_price,
+            other.group_ratio,
+            other?.user_group_ratio,
+            other.cache_tokens || 0,
+            other.cache_ratio || 1.0,
+            other.cache_creation_tokens || 0,
+            other.cache_creation_ratio || 1.0,
+          )
           : renderModelPriceSimple(
-              other.model_ratio,
-              other.model_price,
-              other.group_ratio,
-              other?.user_group_ratio,
-              other.cache_tokens || 0,
-              other.cache_ratio || 1.0,
-            );
+            other.model_ratio,
+            other.model_price,
+            other.group_ratio,
+            other?.user_group_ratio,
+            other.cache_tokens || 0,
+            other.cache_ratio || 1.0,
+          );
         return (
           <Paragraph
             ellipsis={{
@@ -985,27 +986,27 @@ const LogsTable = () => {
           key: t('日志详情'),
           value: other?.claude
             ? renderClaudeLogContent(
-                other?.model_ratio,
-                other.completion_ratio,
-                other.model_price,
-                other.group_ratio,
-                other?.user_group_ratio,
-                other.cache_ratio || 1.0,
-                other.cache_creation_ratio || 1.0,
-              )
+              other?.model_ratio,
+              other.completion_ratio,
+              other.model_price,
+              other.group_ratio,
+              other?.user_group_ratio,
+              other.cache_ratio || 1.0,
+              other.cache_creation_ratio || 1.0,
+            )
             : renderLogContent(
-                other?.model_ratio,
-                other.completion_ratio,
-                other.model_price,
-                other.group_ratio,
-                other?.user_group_ratio,
-                false,
-                1.0,
-                other.web_search || false,
-                other.web_search_call_count || 0,
-                other.file_search || false,
-                other.file_search_call_count || 0,
-              ),
+              other?.model_ratio,
+              other.completion_ratio,
+              other.model_price,
+              other.group_ratio,
+              other?.user_group_ratio,
+              false,
+              1.0,
+              other.web_search || false,
+              other.web_search_call_count || 0,
+              other.file_search || false,
+              other.file_search_call_count || 0,
+            ),
         });
       }
       if (logs[i].type === 2) {
@@ -1145,7 +1146,7 @@ const LogsTable = () => {
 
   const handlePageChange = (page) => {
     setActivePage(page);
-    loadLogs(page, pageSize).then((r) => {}); // 不传入logType，让其从表单获取最新值
+    loadLogs(page, pageSize).then((r) => { }); // 不传入logType，让其从表单获取最新值
   };
 
   const handlePageSizeChange = async (size) => {
@@ -1203,6 +1204,8 @@ const LogsTable = () => {
     );
   };
 
+  const [compactMode, setCompactMode] = useTableCompactMode('logs');
+
   return (
     <>
       {renderColumnSelector()}
@@ -1211,45 +1214,57 @@ const LogsTable = () => {
         title={
           <div className='flex flex-col w-full'>
             <Spin spinning={loadingStat}>
-              <Space>
-                <Tag
-                  color='blue'
-                  size='large'
-                  style={{
-                    padding: 15,
-                    borderRadius: '9999px',
-                    fontWeight: 500,
-                    boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
-                  }}
+              <div className="flex flex-col md:flex-row justify-between items-start md:items-center gap-2 w-full">
+                <Space>
+                  <Tag
+                    color='blue'
+                    size='large'
+                    style={{
+                      padding: 15,
+                      borderRadius: '9999px',
+                      fontWeight: 500,
+                      boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
+                    }}
+                  >
+                    {t('消耗额度')}: {renderQuota(stat.quota)}
+                  </Tag>
+                  <Tag
+                    color='pink'
+                    size='large'
+                    style={{
+                      padding: 15,
+                      borderRadius: '9999px',
+                      fontWeight: 500,
+                      boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
+                    }}
+                  >
+                    RPM: {stat.rpm}
+                  </Tag>
+                  <Tag
+                    color='white'
+                    size='large'
+                    style={{
+                      padding: 15,
+                      border: 'none',
+                      boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
+                      borderRadius: '9999px',
+                      fontWeight: 500,
+                    }}
+                  >
+                    TPM: {stat.tpm}
+                  </Tag>
+                </Space>
+
+                <Button
+                  theme='light'
+                  type='secondary'
+                  icon={<IconDescend />}
+                  className="!rounded-full w-full md:w-auto"
+                  onClick={() => setCompactMode(!compactMode)}
                 >
-                  {t('消耗额度')}: {renderQuota(stat.quota)}
-                </Tag>
-                <Tag
-                  color='pink'
-                  size='large'
-                  style={{
-                    padding: 15,
-                    borderRadius: '9999px',
-                    fontWeight: 500,
-                    boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
-                  }}
-                >
-                  RPM: {stat.rpm}
-                </Tag>
-                <Tag
-                  color='white'
-                  size='large'
-                  style={{
-                    padding: 15,
-                    border: 'none',
-                    boxShadow: '0 2px 8px rgba(0, 0, 0, 0.1)',
-                    borderRadius: '9999px',
-                    fontWeight: 500,
-                  }}
-                >
-                  TPM: {stat.tpm}
-                </Tag>
-              </Space>
+                  {compactMode ? t('自适应列表') : t('紧凑列表')}
+                </Button>
+              </div>
             </Spin>
 
             <Divider margin='12px' />
@@ -1382,7 +1397,6 @@ const LogsTable = () => {
                         if (formApi) {
                           formApi.reset();
                           setLogType(0);
-                          // 重置后立即查询，使用setTimeout确保表单重置完成
                           setTimeout(() => {
                             refresh();
                           }, 100);
@@ -1411,7 +1425,7 @@ const LogsTable = () => {
         bordered={false}
       >
         <Table
-          columns={getVisibleColumns()}
+          columns={compactMode ? getVisibleColumns().map(({ fixed, ...rest }) => rest) : getVisibleColumns()}
           {...(hasExpandableRows() && {
             expandedRowRender: expandRowRender,
             expandRowByClick: true,
@@ -1421,7 +1435,7 @@ const LogsTable = () => {
           dataSource={logs}
           rowKey='key'
           loading={loading}
-          scroll={{ x: 'max-content' }}
+          scroll={compactMode ? undefined : { x: 'max-content' }}
           className='rounded-xl overflow-hidden'
           size='middle'
           empty={

web/src/components/table/MjLogsTable.js

@@ -24,7 +24,7 @@ import {
   XCircle,
   Loader,
   AlertCircle,
-  Hash
+  Hash,
 } from 'lucide-react';
 import {
   API,
@@ -59,8 +59,10 @@ import { ITEMS_PER_PAGE } from '../../constants';
 import {
   IconEyeOpened,
   IconSearch,
-  IconSetting
+  IconSetting,
+  IconDescend
 } from '@douyinfe/semi-icons';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const { Text } = Typography;
 
@@ -107,6 +109,7 @@ const LogsTable = () => {
   const [visibleColumns, setVisibleColumns] = useState({});
   const [showColumnSelector, setShowColumnSelector] = useState(false);
   const isAdminUser = isAdmin();
+  const [compactMode, setCompactMode] = useTableCompactMode('mjLogs');
 
   // 加载保存的列偏好设置
   useEffect(() => {
@@ -802,7 +805,7 @@ const LogsTable = () => {
           className="!rounded-2xl mb-4"
           title={
             <div className="flex flex-col w-full">
-              <div className="flex flex-col md:flex-row justify-between items-center">
+              <div className="flex flex-col md:flex-row justify-between items-start md:items-center gap-2 w-full">
                 <div className="flex items-center text-orange-500 mb-2 md:mb-0">
                   <IconEyeOpened className="mr-2" />
                   {loading ? (
@@ -821,6 +824,15 @@ const LogsTable = () => {
                     </Text>
                   )}
                 </div>
+                <Button
+                  theme='light'
+                  type='secondary'
+                  icon={<IconDescend />}
+                  className="!rounded-full w-full md:w-auto"
+                  onClick={() => setCompactMode(!compactMode)}
+                >
+                  {compactMode ? t('自适应列表') : t('紧凑列表')}
+                </Button>
               </div>
 
               <Divider margin="12px" />
@@ -919,11 +931,11 @@ const LogsTable = () => {
           bordered={false}
         >
           <Table
-            columns={getVisibleColumns()}
+            columns={compactMode ? getVisibleColumns().map(({ fixed, ...rest }) => rest) : getVisibleColumns()}
             dataSource={logs}
             rowKey='key'
             loading={loading}
-            scroll={{ x: 'max-content' }}
+            scroll={compactMode ? undefined : { x: 'max-content' }}
             className="rounded-xl overflow-hidden"
             size="middle"
             empty={

web/src/components/table/RedemptionsTable.js

@@ -45,10 +45,12 @@ import {
   IconDelete,
   IconStop,
   IconPlay,
-  IconMore
+  IconMore,
+  IconDescend
 } from '@douyinfe/semi-icons';
 import EditRedemption from '../../pages/Redemption/EditRedemption';
 import { useTranslation } from 'react-i18next';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const { Text } = Typography;
 
@@ -266,6 +268,7 @@ const RedemptionsTable = () => {
     id: undefined,
   });
   const [showEdit, setShowEdit] = useState(false);
+  const [compactMode, setCompactMode] = useTableCompactMode('redemptions');
 
   // Form 初始值
   const formInitValues = {
@@ -465,9 +468,20 @@ const RedemptionsTable = () => {
   const renderHeader = () => (
     <div className="flex flex-col w-full">
       <div className="mb-2">
-        <div className="flex items-center text-orange-500">
-          <Ticket size={16} className="mr-2" />
-          <Text>{t('兑换码可以批量生成和分发，适合用于推广活动或批量充值。')}</Text>
+        <div className="flex flex-col md:flex-row justify-between items-start md:items-center gap-2 w-full">
+          <div className="flex items-center text-orange-500">
+            <Ticket size={16} className="mr-2" />
+            <Text>{t('兑换码可以批量生成和分发，适合用于推广活动或批量充值。')}</Text>
+          </div>
+          <Button
+            theme='light'
+            type='secondary'
+            icon={<IconDescend />}
+            className="!rounded-full w-full md:w-auto"
+            onClick={() => setCompactMode(!compactMode)}
+          >
+            {compactMode ? t('自适应列表') : t('紧凑列表')}
+          </Button>
         </div>
       </div>
 
@@ -610,9 +624,9 @@ const RedemptionsTable = () => {
         bordered={false}
       >
         <Table
-          columns={columns}
+          columns={compactMode ? columns.map(({ fixed, ...rest }) => rest) : columns}
           dataSource={pageData}
-          scroll={{ x: 'max-content' }}
+          scroll={compactMode ? undefined : { x: 'max-content' }}
           pagination={{
             currentPage: activePage,
             pageSize: pageSize,

web/src/components/table/TaskLogsTable.js

@@ -11,7 +11,9 @@ import {
   XCircle,
   Loader,
   List,
-  Hash
+  Hash,
+  Video,
+  Sparkles
 } from 'lucide-react';
 import {
   API,
@@ -45,8 +47,10 @@ import { ITEMS_PER_PAGE } from '../../constants';
 import {
   IconEyeOpened,
   IconSearch,
-  IconSetting
+  IconSetting,
+  IconDescend
 } from '@douyinfe/semi-icons';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const { Text } = Typography;
 
@@ -80,6 +84,7 @@ const COLUMN_KEYS = {
   TASK_STATUS: 'task_status',
   PROGRESS: 'progress',
   FAIL_REASON: 'fail_reason',
+  RESULT_URL: 'result_url',
 };
 
 const renderTimestamp = (timestampInSeconds) => {
@@ -150,6 +155,7 @@ const LogsTable = () => {
       [COLUMN_KEYS.TASK_STATUS]: true,
       [COLUMN_KEYS.PROGRESS]: true,
       [COLUMN_KEYS.FAIL_REASON]: true,
+      [COLUMN_KEYS.RESULT_URL]: true,
     };
   };
 
@@ -203,6 +209,12 @@ const LogsTable = () => {
             {t('生成歌词')}
           </Tag>
         );
+      case 'generate':
+        return (
+          <Tag color='blue' size='large' shape='circle' prefixIcon={<Sparkles size={14} />}>
+            {t('生成视频')}
+          </Tag>
+        );
       default:
         return (
           <Tag color='white' size='large' shape='circle' prefixIcon={<HelpCircle size={14} />}>
@@ -220,6 +232,12 @@ const LogsTable = () => {
             Suno
           </Tag>
         );
+      case 'kling':
+        return (
+          <Tag color='blue' size='large' shape='circle' prefixIcon={<Video size={14} />}>
+            Kling
+          </Tag>
+        );
       default:
         return (
           <Tag color='white' size='large' shape='circle' prefixIcon={<HelpCircle size={14} />}>
@@ -411,10 +429,21 @@ const LogsTable = () => {
     },
     {
       key: COLUMN_KEYS.FAIL_REASON,
-      title: t('失败原因'),
+      title: t('详情'),
       dataIndex: 'fail_reason',
       fixed: 'right',
       render: (text, record, index) => {
+        // 仅当为视频生成任务且成功，且 fail_reason 是 URL 时显示可点击链接
+        const isVideoTask = record.action === 'generate';
+        const isSuccess = record.status === 'SUCCESS';
+        const isUrl = typeof text === 'string' && /^https?:\/\//.test(text);
+        if (isSuccess && isVideoTask && isUrl) {
+          return (
+            <a href={text} target="_blank" rel="noopener noreferrer">
+              {t('点击预览视频')}
+            </a>
+          );
+        }
         if (!text) {
           return t('无');
         }
@@ -444,6 +473,8 @@ const LogsTable = () => {
   const [logs, setLogs] = useState([]);
   const [loading, setLoading] = useState(false);
 
+  const [compactMode, setCompactMode] = useTableCompactMode('taskLogs');
+
   useEffect(() => {
     const localPageSize = parseInt(localStorage.getItem('task-page-size')) || ITEMS_PER_PAGE;
     setPageSize(localPageSize);
@@ -623,7 +654,7 @@ const LogsTable = () => {
           className="!rounded-2xl mb-4"
           title={
             <div className="flex flex-col w-full">
-              <div className="flex flex-col md:flex-row justify-between items-center">
+              <div className="flex flex-col md:flex-row justify-between items-start md:items-center gap-2 w-full">
                 <div className="flex items-center text-orange-500 mb-2 md:mb-0">
                   <IconEyeOpened className="mr-2" />
                   {loading ? (
@@ -638,6 +669,15 @@ const LogsTable = () => {
                     <Text>{t('任务记录')}</Text>
                   )}
                 </div>
+                <Button
+                  theme='light'
+                  type='secondary'
+                  icon={<IconDescend />}
+                  className="!rounded-full w-full md:w-auto"
+                  onClick={() => setCompactMode(!compactMode)}
+                >
+                  {compactMode ? t('自适应列表') : t('紧凑列表')}
+                </Button>
               </div>
 
               <Divider margin="12px" />
@@ -736,11 +776,11 @@ const LogsTable = () => {
           bordered={false}
         >
           <Table
-            columns={getVisibleColumns()}
+            columns={compactMode ? getVisibleColumns().map(({ fixed, ...rest }) => rest) : getVisibleColumns()}
             dataSource={logs}
             rowKey='key'
             loading={loading}
-            scroll={{ x: 'max-content' }}
+            scroll={compactMode ? undefined : { x: 'max-content' }}
             className="rounded-xl overflow-hidden"
             size="middle"
             empty={

web/src/components/table/TokensTable.js

@@ -1,4 +1,4 @@
-import React, { useEffect, useState } from 'react';
+import React, { useEffect, useState, useMemo } from 'react';
 import {
   API,
   copy,
@@ -52,10 +52,12 @@ import {
   IconDelete,
   IconStop,
   IconPlay,
-  IconMore
+  IconMore,
+  IconDescend
 } from '@douyinfe/semi-icons';
 import EditToken from '../../pages/Token/EditToken';
 import { useTranslation } from 'react-i18next';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const { Text } = Typography;
 
@@ -385,6 +387,7 @@ const TokensTable = () => {
   const [editingToken, setEditingToken] = useState({
     id: undefined,
   });
+  const [compactMode, setCompactMode] = useTableCompactMode('tokens');
 
   // Form 初始值
   const formInitValues = {
@@ -435,6 +438,7 @@ const TokensTable = () => {
 
   const refresh = async () => {
     await loadTokens(1);
+    setSelectedKeys([]);
   };
 
   const copyText = async (text) => {
@@ -583,24 +587,58 @@ const TokensTable = () => {
     }
   };
 
+  const batchDeleteTokens = async () => {
+    if (selectedKeys.length === 0) {
+      showError(t('请先选择要删除的令牌！'));
+      return;
+    }
+    setLoading(true);
+    try {
+      const ids = selectedKeys.map((token) => token.id);
+      const res = await API.post('/api/token/batch', { ids });
+      if (res?.data?.success) {
+        const count = res.data.data || 0;
+        showSuccess(t('已删除 {{count}} 个令牌！', { count }));
+        await refresh();
+      } else {
+        showError(res?.data?.message || t('删除失败'));
+      }
+    } catch (error) {
+      showError(error.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
   const renderHeader = () => (
     <div className="flex flex-col w-full">
       <div className="mb-2">
-        <div className="flex items-center text-blue-500">
-          <Key size={16} className="mr-2" />
-          <Text>{t('令牌用于API访问认证，可以设置额度限制和模型权限。')}</Text>
+        <div className="flex flex-col md:flex-row justify-between items-start md:items-center gap-2 w-full">
+          <div className="flex items-center text-blue-500">
+            <Key size={16} className="mr-2" />
+            <Text>{t('令牌用于API访问认证，可以设置额度限制和模型权限。')}</Text>
+          </div>
+          <Button
+            theme="light"
+            type="secondary"
+            icon={<IconDescend />}
+            className="!rounded-full w-full md:w-auto"
+            onClick={() => setCompactMode(!compactMode)}
+          >
+            {compactMode ? t('自适应列表') : t('紧凑列表')}
+          </Button>
         </div>
       </div>
 
       <Divider margin="12px" />
 
       <div className="flex flex-col md:flex-row justify-between items-center gap-4 w-full">
-        <div className="flex gap-2 w-full md:w-auto order-2 md:order-1">
+        <div className="flex flex-wrap gap-2 w-full md:w-auto order-2 md:order-1">
           <Button
             theme="light"
             type="primary"
             icon={<IconPlus />}
-            className="!rounded-full w-full md:w-auto"
+            className="!rounded-full flex-1 md:flex-initial"
             onClick={() => {
               setEditingToken({
                 id: undefined,
@@ -614,21 +652,76 @@ const TokensTable = () => {
             theme="light"
             type="warning"
             icon={<IconCopy />}
-            className="!rounded-full w-full md:w-auto"
-            onClick={async () => {
+            className="!rounded-full flex-1 md:flex-initial"
+            onClick={() => {
               if (selectedKeys.length === 0) {
                 showError(t('请至少选择一个令牌！'));
                 return;
               }
-              let keys = '';
-              for (let i = 0; i < selectedKeys.length; i++) {
-                keys +=
-                  selectedKeys[i].name + '    sk-' + selectedKeys[i].key + '\n';
-              }
-              await copyText(keys);
+              Modal.info({
+                title: t('复制令牌'),
+                icon: null,
+                content: t('请选择你的复制方式'),
+                footer: (
+                  <Space>
+                    <Button
+                      type="primary"
+                      theme="solid"
+                      icon={<IconCopy />}
+                      onClick={async () => {
+                        let content = '';
+                        for (let i = 0; i < selectedKeys.length; i++) {
+                          content +=
+                            selectedKeys[i].name + '    sk-' + selectedKeys[i].key + '\n';
+                        }
+                        await copyText(content);
+                        Modal.destroyAll();
+                      }}
+                    >
+                      {t('名称+密钥')}
+                    </Button>
+                    <Button
+                      theme="light"
+                      icon={<IconCopy />}
+                      onClick={async () => {
+                        let content = '';
+                        for (let i = 0; i < selectedKeys.length; i++) {
+                          content += 'sk-' + selectedKeys[i].key + '\n';
+                        }
+                        await copyText(content);
+                        Modal.destroyAll();
+                      }}
+                    >
+                      {t('仅密钥')}
+                    </Button>
+                  </Space>
+                ),
+              });
             }}
           >
-            {t('复制所选令牌到剪贴板')}
+            {t('复制所选令牌')}
+          </Button>
+          <Button
+            theme="light"
+            type="danger"
+            className="!rounded-full w-full md:w-auto"
+            onClick={() => {
+              if (selectedKeys.length === 0) {
+                showError(t('请至少选择一个令牌！'));
+                return;
+              }
+              Modal.confirm({
+                title: t('批量删除令牌'),
+                content: (
+                  <div>
+                    {t('确定要删除所选的 {{count}} 个令牌吗？', { count: selectedKeys.length })}
+                  </div>
+                ),
+                onOk: () => batchDeleteTokens(),
+              });
+            }}
+          >
+            {t('删除所选令牌')}
           </Button>
         </div>
 
@@ -711,9 +804,15 @@ const TokensTable = () => {
         bordered={false}
       >
         <Table
-          columns={columns}
+          columns={compactMode ? columns.map(col => {
+            if (col.dataIndex === 'operate') {
+              const { fixed, ...rest } = col;
+              return rest;
+            }
+            return col;
+          }) : columns}
           dataSource={tokens}
-          scroll={{ x: 'max-content' }}
+          scroll={compactMode ? undefined : { x: 'max-content' }}
           pagination={{
             currentPage: activePage,
             pageSize: pageSize,

web/src/components/table/UsersTable.js

@@ -13,7 +13,7 @@ import {
   Activity,
   Users,
   DollarSign,
-  UserPlus
+  UserPlus,
 } from 'lucide-react';
 import {
   Button,
@@ -43,17 +43,20 @@ import {
   IconMore,
   IconUserAdd,
   IconArrowUp,
-  IconArrowDown
+  IconArrowDown,
+  IconDescend
 } from '@douyinfe/semi-icons';
 import { ITEMS_PER_PAGE } from '../../constants';
 import AddUser from '../../pages/User/AddUser';
 import EditUser from '../../pages/User/EditUser';
 import { useTranslation } from 'react-i18next';
+import { useTableCompactMode } from '../../hooks/useTableCompactMode';
 
 const { Text } = Typography;
 
 const UsersTable = () => {
   const { t } = useTranslation();
+  const [compactMode, setCompactMode] = useTableCompactMode('users');
 
   function renderRole(role) {
     switch (role) {
@@ -527,9 +530,20 @@ const UsersTable = () => {
   const renderHeader = () => (
     <div className="flex flex-col w-full">
       <div className="mb-2">
-        <div className="flex items-center text-blue-500">
-          <IconUserAdd className="mr-2" />
-          <Text>{t('用户管理页面，可以查看和管理所有注册用户的信息、权限和状态。')}</Text>
+        <div className="flex flex-col md:flex-row justify-between items-start md:items-center gap-2 w-full">
+          <div className="flex items-center text-blue-500">
+            <IconUserAdd className="mr-2" />
+            <Text>{t('用户管理页面，可以查看和管理所有注册用户的信息、权限和状态。')}</Text>
+          </div>
+          <Button
+            theme='light'
+            type='secondary'
+            icon={<IconDescend />}
+            className="!rounded-full w-full md:w-auto"
+            onClick={() => setCompactMode(!compactMode)}
+          >
+            {compactMode ? t('自适应列表') : t('紧凑列表')}
+          </Button>
         </div>
       </div>
 
@@ -645,9 +659,9 @@ const UsersTable = () => {
         bordered={false}
       >
         <Table
-          columns={columns}
+          columns={compactMode ? columns.map(({ fixed, ...rest }) => rest) : columns}
           dataSource={users}
-          scroll={{ x: 'max-content' }}
+          scroll={compactMode ? undefined : { x: 'max-content' }}
           pagination={{
             formatPageText: (page) =>
               t('第 {{start}} - {{end}} 条，共 {{total}} 条', {

web/src/constants/channel.constants.js

@@ -125,4 +125,9 @@ export const CHANNEL_OPTIONS = [
     color: 'blue',
     label: 'Coze',
   },
+  {
+    value: 50,
+    color: 'green',
+    label: '可灵',
+  },
 ];

web/src/constants/common.constant.js

@@ -1 +1,5 @@
 export const ITEMS_PER_PAGE = 10; // this value must keep same as the one defined in backend!
+
+export const DEFAULT_ENDPOINT = '/api/ratio_config';
+
+export const TABLE_COMPACT_MODES_KEY = 'table_compact_modes';

web/src/helpers/utils.js

@@ -3,6 +3,7 @@ import { toastConstants } from '../constants';
 import React from 'react';
 import { toast } from 'react-toastify';
 import { THINK_TAG_REGEX, MESSAGE_ROLES } from '../constants/playground.constants';
+import { TABLE_COMPACT_MODES_KEY } from '../constants';
 
 const HTMLToastContent = ({ htmlContent }) => {
   return <div dangerouslySetInnerHTML={{ __html: htmlContent }} />;
@@ -509,3 +510,31 @@ export const formatDateTimeString = (date) => {
   const minutes = String(date.getMinutes()).padStart(2, '0');
   return `${year}-${month}-${day} ${hours}:${minutes}`;
 };
+
+function readTableCompactModes() {
+  try {
+    const json = localStorage.getItem(TABLE_COMPACT_MODES_KEY);
+    return json ? JSON.parse(json) : {};
+  } catch {
+    return {};
+  }
+}
+
+function writeTableCompactModes(modes) {
+  try {
+    localStorage.setItem(TABLE_COMPACT_MODES_KEY, JSON.stringify(modes));
+  } catch {
+    // ignore
+  }
+}
+
+export function getTableCompactMode(tableKey = 'global') {
+  const modes = readTableCompactModes();
+  return !!modes[tableKey];
+}
+
+export function setTableCompactMode(compact, tableKey = 'global') {
+  const modes = readTableCompactModes();
+  modes[tableKey] = compact;
+  writeTableCompactModes(modes);
+}

web/src/hooks/useTableCompactMode.js

@@ -0,0 +1,34 @@
+import { useState, useEffect, useCallback } from 'react';
+import { getTableCompactMode, setTableCompactMode } from '../helpers';
+import { TABLE_COMPACT_MODES_KEY } from '../constants';
+
+/**
+ * 自定义 Hook：管理表格紧凑/自适应模式
+ * 返回 [compactMode, setCompactMode]。
+ * 内部使用 localStorage 保存状态，并监听 storage 事件保持多标签页同步。
+ */
+export function useTableCompactMode(tableKey = 'global') {
+    const [compactMode, setCompactModeState] = useState(() => getTableCompactMode(tableKey));
+
+    const setCompactMode = useCallback((value) => {
+        setCompactModeState(value);
+        setTableCompactMode(value, tableKey);
+    }, [tableKey]);
+
+    useEffect(() => {
+        const handleStorage = (e) => {
+            if (e.key === TABLE_COMPACT_MODES_KEY) {
+                try {
+                    const modes = JSON.parse(e.newValue || '{}');
+                    setCompactModeState(!!modes[tableKey]);
+                } catch {
+                    // ignore parse error
+                }
+            }
+        };
+        window.addEventListener('storage', handleStorage);
+        return () => window.removeEventListener('storage', handleStorage);
+    }, [tableKey]);
+
+    return [compactMode, setCompactMode];
+} 

web/src/i18n/locales/en.json

@@ -813,7 +813,16 @@
   "复制所选令牌": "Copy selected token",
   "请至少选择一个令牌！": "Please select at least one token!",
   "管理员未设置查询页链接": "The administrator has not set the query page link",
-  "复制所选令牌到剪贴板": "Copy selected token to clipboard",
+  "批量删除令牌": "Batch delete token",
+  "确定要删除所选的 {{count}} 个令牌吗？": "Are you sure you want to delete the selected {{count}} tokens?",
+  "删除所选令牌": "Delete selected token",
+  "请先选择要删除的令牌！": "Please select the token to be deleted!",
+  "已删除 {{count}} 个令牌！": "Deleted {{count}} tokens!",
+  "删除失败": "Delete failed",
+  "复制令牌": "Copy token",
+  "请选择你的复制方式": "Please select your copy method",
+  "名称+密钥": "Name + key",
+  "仅密钥": "Only key",
   "查看API地址": "View API address",
   "打开查询页": "Open query page",
   "时间(仅显示近3天)": "Time (only displays the last 3 days)",
@@ -1206,7 +1215,7 @@
   "默认折叠侧边栏": "Default collapse sidebar",
   "聊天链接功能已经弃用，请使用下方聊天设置功能": "Chat link function has been deprecated, please use the chat settings below",
   "你似乎并没有修改什么": "You seem to have not modified anything",
-  "令牌聊天设置": "Chat settings",
+  "聊天设置": "Chat settings",
   "必须将上方聊天链接全部设置为空，才能使用下方聊天设置功能": "Must set all chat links above to empty to use the chat settings below",
   "链接中的{key}将自动替换为sk-xxxx，{address}将自动替换为系统设置的服务器地址，末尾不带/和/v1": "The {key} in the link will be automatically replaced with sk-xxxx, the {address} will be automatically replaced with the server address in system settings, and the end will not have / and /v1",
   "聊天配置": "Chat configuration",
@@ -1263,7 +1272,7 @@
   " 吗？": "?",
   "修改子渠道优先级": "Modify sub-channel priority",
   "确定要修改所有子渠道优先级为 ": "Confirm to modify all sub-channel priorities to ",
-  "分组设置": "Group settings",
+  "分组倍率设置": "Group ratio settings",
   "用户可选分组": "User selectable groups",
   "保存分组倍率设置": "Save group ratio settings",
   "模型倍率设置": "Model ratio settings",
@@ -1615,6 +1624,7 @@
   "编辑公告": "Edit Notice",
   "公告内容": "Notice Content",
   "请输入公告内容": "Please enter the notice content",
+  "请输入公告内容（支持 Markdown/HTML）": "Please enter the notice content (supports Markdown/HTML)",
   "发布日期": "Publish Date",
   "请选择发布日期": "Please select the publish date",
   "发布时间": "Publish Time",
@@ -1630,6 +1640,7 @@
   "请输入问题标题": "Please enter the question title",
   "回答内容": "Answer Content",
   "请输入回答内容": "Please enter the answer content",
+  "请输入回答内容（支持 Markdown/HTML）": "Please enter the answer content (supports Markdown/HTML)",
   "确定要删除此问答吗？": "Are you sure you want to delete this FAQ?",
   "系统公告管理，可以发布系统通知和重要消息（最多100个，前端显示最新20条）": "System notice management, you can publish system notices and important messages (maximum 100, display latest 20 on the front end)",
   "常见问答管理，为用户提供常见问题的答案（最多50个，前端显示最新20条）": "FAQ management, providing answers to common questions for users (maximum 50, display latest 20 on the front end)",
@@ -1665,5 +1676,55 @@
   "确定清除所有失效兑换码？": "Are you sure you want to clear all invalid redemption codes?",
   "将删除已使用、已禁用及过期的兑换码，此操作不可撤销。": "This will delete all used, disabled, and expired redemption codes, this operation cannot be undone.",
   "选择过期时间（可选，留空为永久）": "Select expiration time (optional, leave blank for permanent)",
-  "请输入备注（仅管理员可见）": "Please enter a remark (only visible to administrators)"
+  "请输入备注（仅管理员可见）": "Please enter a remark (only visible to administrators)",
+  "上游倍率同步": "Upstream ratio synchronization",
+  "获取渠道失败：": "Failed to get channels: ",
+  "请至少选择一个渠道": "Please select at least one channel",
+  "获取倍率失败：": "Failed to get ratios: ",
+  "后端请求失败": "Backend request failed",
+  "部分渠道测试失败：": "Some channels failed to test: ",
+  "未找到差异化倍率，无需同步": "No differential ratio found, no synchronization is required",
+  "请求后端接口失败：": "Failed to request the backend interface: ",
+  "同步成功": "Synchronization successful",
+  "部分保存失败": "Some settings failed to save",
+  "保存失败": "Save failed",
+  "选择同步渠道": "Select synchronization channel",
+  "应用同步": "Apply synchronization",
+  "倍率类型": "Ratio type",
+  "当前值": "Current value",
+  "上游值": "Upstream value",
+  "差异": "Difference",
+  "搜索渠道名称或地址": "Search channel name or address",
+  "缓存倍率": "Cache ratio",
+  "暂无差异化倍率显示": "No differential ratio display",
+  "请先选择同步渠道": "Please select the synchronization channel first",
+  "与本地相同": "Same as local",
+  "未找到匹配的模型": "No matching model found",
+  "暴露倍率接口": "Expose ratio API",
+  "支付设置": "Payment Settings",
+  "（当前仅支持易支付接口，默认使用上方服务器地址作为回调地址！）": "(Currently only supports Epay interface, the default callback address is the server address above!)",
+  "支付地址": "Payment address",
+  "易支付商户ID": "Epay merchant ID",
+  "易支付商户密钥": "Epay merchant key",
+  "回调地址": "Callback address",
+  "充值价格（x元/美金）": "Recharge price (x yuan/dollar)",
+  "最低充值美元数量": "Minimum recharge dollar amount",
+  "充值分组倍率": "Recharge group ratio",
+  "充值方式设置": "Recharge method settings",
+  "更新支付设置": "Update payment settings",
+  "通知": "Notice",
+  "源地址": "Source address",
+  "同步接口": "Synchronization interface",
+  "置信度": "Confidence",
+  "谨慎": "Cautious",
+  "该数据可能不可信，请谨慎使用": "This data may not be reliable, please use with caution",
+  "可信": "Reliable",
+  "所有上游数据均可信": "All upstream data is reliable",
+  "以下上游数据可能不可信：": "The following upstream data may not be reliable: ",
+  "按倍率类型筛选": "Filter by ratio type",
+  "内容": "Content",
+  "放大编辑": "Expand editor",
+  "编辑公告内容": "Edit announcement content",
+  "自适应列表": "Adaptive list",
+  "紧凑列表": "Compact list"
 }

web/src/index.css

@@ -432,4 +432,100 @@ code {
   .semi-table-tbody>.semi-table-row {
     border-bottom: 1px solid rgba(0, 0, 0, 0.1);
   }
+}
+
+/* ==================== 同步倍率 - 渠道选择器 ==================== */
+
+.components-transfer-source-item,
+.components-transfer-selected-item {
+  display: flex;
+  align-items: center;
+  padding: 8px;
+}
+
+.semi-transfer-left-list,
+.semi-transfer-right-list {
+  -ms-overflow-style: none;
+  scrollbar-width: none;
+}
+
+.semi-transfer-left-list::-webkit-scrollbar,
+.semi-transfer-right-list::-webkit-scrollbar {
+  display: none;
+}
+
+.components-transfer-source-item .semi-checkbox,
+.components-transfer-selected-item .semi-checkbox {
+  display: flex;
+  align-items: center;
+  width: 100%;
+}
+
+.components-transfer-source-item .semi-avatar,
+.components-transfer-selected-item .semi-avatar {
+  margin-right: 12px;
+  flex-shrink: 0;
+}
+
+.components-transfer-source-item .info,
+.components-transfer-selected-item .info {
+  flex: 1;
+  overflow: hidden;
+  display: flex;
+  flex-direction: column;
+  justify-content: center;
+}
+
+.components-transfer-source-item .name,
+.components-transfer-selected-item .name {
+  font-weight: 500;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.components-transfer-source-item .email,
+.components-transfer-selected-item .email {
+  font-size: 12px;
+  color: var(--semi-color-text-2);
+  display: flex;
+  align-items: center;
+}
+
+.components-transfer-selected-item .semi-icon-close {
+  margin-left: 8px;
+  cursor: pointer;
+  color: var(--semi-color-text-2);
+}
+
+.components-transfer-selected-item .semi-icon-close:hover {
+  color: var(--semi-color-text-0);
+}
+
+/* ==================== 未读通知闪光效果 ==================== */
+@keyframes sweep-shine {
+  0% {
+    background-position: 200% 0;
+  }
+
+  100% {
+    background-position: -200% 0;
+  }
+}
+
+.shine-text {
+  background: linear-gradient(90deg, currentColor 0%, currentColor 40%, rgba(255, 255, 255, 0.9) 50%, currentColor 60%, currentColor 100%);
+  background-size: 200% 100%;
+  -webkit-background-clip: text;
+  background-clip: text;
+  -webkit-text-fill-color: transparent;
+  animation: sweep-shine 4s linear infinite;
+}
+
+.dark .shine-text {
+  background: linear-gradient(90deg, currentColor 0%, currentColor 40%, #facc15 50%, currentColor 60%, currentColor 100%);
+  background-size: 200% 100%;
+  -webkit-background-clip: text;
+  background-clip: text;
+  -webkit-text-fill-color: transparent;
 }

web/src/pages/Channel/EditChannel.js

@@ -64,6 +64,8 @@ function type2secretPrompt(type) {
       return '按照如下格式输入：AppId|SecretId|SecretKey';
     case 33:
       return '按照如下格式输入：Ak|Sk|Region';
+    case 50:
+      return '按照如下格式输入: AccessKey|SecretKey';
     default:
       return '请输入渠道对应的鉴权密钥';
   }