Merge branch 'alpha'

fix: playground write user context to check acceptUnsetRatio

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/task.go

@@ -5,6 +5,7 @@ type TaskPlatform string
 const (
 	TaskPlatformSuno       TaskPlatform = "suno"
 	TaskPlatformMidjourney              = "mj"
+	TaskPlatformKling      TaskPlatform = "kling"
 )
 
 const (

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
 	}

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 +1,322 @@
+package controller
+
+import (
+    "context"
+    "encoding/json"
+    "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.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{
+                    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
+
+            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: chItem.Name, 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: chItem.Name, 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: chItem.Name, Err: resp.Status}
+                return
+            }
+            var body struct {
+                Success bool                   `json:"success"`
+                Data    map[string]any         `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: chItem.Name, Err: err.Error()}
+                return
+            }
+            if !body.Success {
+                ch <- upstreamResult{Name: chItem.Name, Err: body.Message}
+                return
+            }
+            ch <- upstreamResult{Name: chItem.Name, Data: body.Data}
+        }(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{}{}
+                }
+            }
+        }
+    }
+
+    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{})
+            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
+            }
+
+            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,
+                }
+            }
+        }
+    }
+
+    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)
+                }
+            }
+            differences[modelName][ratioType] = item
+        }
+    }
+
+    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/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/ratio_sync.go

@@ -0,0 +1,49 @@
+package dto
+
+// UpstreamDTO 提交到后端同步倍率的上游渠道信息
+// Endpoint 可以为空，后端会默认使用 /api/ratio_config
+// BaseURL 必须以 http/https 开头，不要以 / 结尾
+// 例如： https://api.example.com
+// Endpoint: /api/ratio_config
+// 提交示例：
+// {
+//   "name": "openai",
+//   "base_url": "https://api.openai.com",
+//   "endpoint": "/ratio_config"
+// }
+
+type UpstreamDTO struct {
+    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"`
+    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"`
+}
+
+// SyncableChannel 可同步的渠道信息（base_url 不为空）
+
+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

@@ -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 {

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

@@ -549,7 +549,7 @@ 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 +558,7 @@ 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 +618,7 @@ 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

@@ -99,7 +99,7 @@ func CovertGemini2OpenAI(textRequest dto.GeneralOpenAIRequest, info *relaycommon
 	}
 
 	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")

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/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 {
@@ -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")
@@ -243,10 +278,6 @@ 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

@@ -59,7 +59,7 @@ 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 +71,9 @@ 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 GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
@@ -83,7 +83,7 @@ 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 +97,7 @@ 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)
 	}
@@ -106,7 +106,7 @@ func GeminiHelper(c *gin.Context) (openaiErr *dto.OpenAIErrorWithStatusCode) {
 		promptTokens := value.(int)
 		relayInfo.SetPromptTokens(promptTokens)
 	} else {
-		promptTokens, err := getGeminiInputTokens(req, relayInfo)
+		promptTokens := getGeminiInputTokens(req, relayInfo)
 		if err != nil {
 			return service.OpenAIErrorWrapperLocal(err, "count_input_tokens_error", http.StatusBadRequest)
 		}
@@ -162,7 +162,7 @@ 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/image_handler.go

@@ -102,7 +102,7 @@ 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 +110,11 @@ 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-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

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

@@ -37,6 +37,9 @@ 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]
@@ -136,10 +139,11 @@ 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 +153,9 @@ 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 +230,27 @@ 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())
 		{

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/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/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/model_ratio.go

@@ -317,7 +317,11 @@ 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 +349,11 @@ 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
@@ -405,7 +413,11 @@ 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 {
@@ -609,3 +621,33 @@ 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/settings/ChannelSelectorModal.js

@@ -0,0 +1,143 @@
+import React, { useState } from 'react';
+import {
+  Modal,
+  Transfer,
+  Input,
+  Space,
+  Checkbox,
+  Avatar,
+  Highlight,
+} from '@douyinfe/semi-ui';
+import { IconClose } from '@douyinfe/semi-icons';
+
+const CHANNEL_STATUS_CONFIG = {
+  1: { color: 'green', text: '启用' },
+  2: { color: 'red', text: '禁用' },
+  3: { color: 'amber', text: '自禁' },
+  default: { color: 'grey', text: '未知' }
+};
+
+const getChannelStatusConfig = (status) => {
+  return CHANNEL_STATUS_CONFIG[status] || CHANNEL_STATUS_CONFIG.default;
+};
+
+export default function ChannelSelectorModal({
+  t,
+  visible,
+  onCancel,
+  onOk,
+  allChannels = [],
+  selectedChannelIds = [],
+  setSelectedChannelIds,
+  channelEndpoints,
+  updateChannelEndpoint,
+}) {
+  const [searchText, setSearchText] = useState('');
+
+  const ChannelInfo = ({ item, showEndpoint = false, isSelected = false }) => {
+    const channelId = item.key || item.value;
+    const currentEndpoint = channelEndpoints[channelId];
+    const baseUrl = item._originalData?.base_url || '';
+    const status = item._originalData?.status || 0;
+    const statusConfig = getChannelStatusConfig(status);
+
+    return (
+      <>
+        <Avatar color={statusConfig.color} size="small">
+          {statusConfig.text}
+        </Avatar>
+        <div className="info">
+          <div className="name">
+            {isSelected ? (
+              item.label
+            ) : (
+              <Highlight sourceString={item.label} searchWords={[searchText]} />
+            )}
+          </div>
+          <div className="email" style={showEndpoint ? { display: 'flex', alignItems: 'center', gap: '4px' } : {}}>
+            <span className="text-xs text-gray-500 truncate max-w-[200px]" title={baseUrl}>
+              {isSelected ? (
+                baseUrl
+              ) : (
+                <Highlight sourceString={baseUrl} searchWords={[searchText]} />
+              )}
+            </span>
+            {showEndpoint && (
+              <Input
+                size="small"
+                value={currentEndpoint}
+                onChange={(value) => updateChannelEndpoint(channelId, value)}
+                placeholder="/api/ratio_config"
+                className="flex-1 text-xs"
+                style={{ fontSize: '12px' }}
+              />
+            )}
+            {isSelected && !showEndpoint && (
+              <span className="text-xs text-gray-700 font-mono bg-gray-100 px-2 py-1 rounded ml-2">
+                {currentEndpoint}
+              </span>
+            )}
+          </div>
+        </div>
+      </>
+    );
+  };
+
+  const renderSourceItem = (item) => {
+    return (
+      <div className="components-transfer-source-item" key={item.key}>
+        <Checkbox
+          onChange={item.onChange}
+          checked={item.checked}
+          style={{ height: 52, alignItems: 'center' }}
+        >
+          <ChannelInfo item={item} showEndpoint={true} />
+        </Checkbox>
+      </div>
+    );
+  };
+
+  const renderSelectedItem = (item) => {
+    return (
+      <div className="components-transfer-selected-item" key={item.key}>
+        <ChannelInfo item={item} isSelected={true} />
+        <IconClose style={{ cursor: 'pointer' }} onClick={item.onRemove} />
+      </div>
+    );
+  };
+
+  const channelFilter = (input, item) => {
+    const searchLower = input.toLowerCase();
+    return item.label.toLowerCase().includes(searchLower) ||
+      (item._originalData?.base_url || '').toLowerCase().includes(searchLower);
+  };
+
+  return (
+    <Modal
+      visible={visible}
+      onCancel={onCancel}
+      onOk={onOk}
+      title={<span className="text-lg font-semibold">{t('选择同步渠道')}</span>}
+      width={1000}
+    >
+      <Space vertical style={{ width: '100%' }}>
+        <Transfer
+          style={{ width: '100%' }}
+          dataSource={allChannels}
+          value={selectedChannelIds}
+          onChange={setSelectedChannelIds}
+          renderSourceItem={renderSourceItem}
+          renderSelectedItem={renderSelectedItem}
+          filter={channelFilter}
+          inputProps={{ placeholder: t('搜索渠道名称或地址') }}
+          onSearch={setSearchText}
+          emptyContent={{
+            left: t('暂无渠道'),
+            right: t('暂无选择'),
+            search: t('无搜索结果'),
+          }}
+        />
+      </Space>
+    </Modal>
+  );
+} 

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;
@@ -78,10 +80,6 @@ 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'>
@@ -100,8 +98,18 @@ 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>
+      {/* 分组倍率设置 */}
+      <Card style={{ marginTop: '10px' }}>
+        <GroupRatioSettings options={inputs} refresh={onRefresh} />
+      </Card>
     </Spin>
   );
 };

web/src/components/table/TaskLogsTable.js

@@ -11,7 +11,9 @@ import {
   XCircle,
   Loader,
   List,
-  Hash
+  Hash,
+  Video,
+  Sparkles
 } from 'lucide-react';
 import {
   API,
@@ -80,6 +82,7 @@ const COLUMN_KEYS = {
   TASK_STATUS: 'task_status',
   PROGRESS: 'progress',
   FAIL_REASON: 'fail_reason',
+  RESULT_URL: 'result_url',
 };
 
 const renderTimestamp = (timestampInSeconds) => {
@@ -150,6 +153,7 @@ const LogsTable = () => {
       [COLUMN_KEYS.TASK_STATUS]: true,
       [COLUMN_KEYS.PROGRESS]: true,
       [COLUMN_KEYS.FAIL_REASON]: true,
+      [COLUMN_KEYS.RESULT_URL]: true,
     };
   };
 
@@ -203,6 +207,12 @@ 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 +230,12 @@ 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 +427,21 @@ 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');
         }

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 +1,3 @@
 export const ITEMS_PER_PAGE = 10; // this value must keep same as the one defined in backend!
+
+export const DEFAULT_ENDPOINT = '/api/ratio_config';

web/src/i18n/locales/en.json

@@ -1665,5 +1665,28 @@
   "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: ",
+  "已与上游倍率完全一致，无需同步": "The upstream ratio is completely consistent, 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"
 }

web/src/index.css

@@ -432,4 +432,72 @@ 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);
 }

web/src/pages/Detail/index.js

@@ -1112,7 +1112,6 @@ const Detail = (props) => {
                   </div>
                   <Tabs
                     type="button"
-                    preventScroll={true}
                     activeKey={activeChartTab}
                     onChange={setActiveChartTab}
                   >
@@ -1389,7 +1388,6 @@ const Detail = (props) => {
                         ) : (
                           <Tabs
                             type="card"
-                            preventScroll={true}
                             collapsible
                             activeKey={activeUptimeTab}
                             onChange={setActiveUptimeTab}

web/src/pages/Setting/Ratio/ModelRatioSettings.js

@@ -25,6 +25,7 @@ export default function ModelRatioSettings(props) {
     ModelRatio: '',
     CacheRatio: '',
     CompletionRatio: '',
+    ExposeRatioEnabled: false,
   });
   const refForm = useRef();
   const [inputsRow, setInputsRow] = useState(inputs);
@@ -206,6 +207,17 @@ export default function ModelRatioSettings(props) {
               />
             </Col>
           </Row>
+          <Row gutter={16}>
+            <Col span={16}>
+              <Form.Switch
+                label={t('暴露倍率接口')}
+                field={'ExposeRatioEnabled'}
+                onChange={(value) =>
+                  setInputs({ ...inputs, ExposeRatioEnabled: value })
+                }
+              />
+            </Col>
+          </Row>
         </Form.Section>
       </Form>
       <Space>

web/src/pages/Setting/Ratio/UpstreamRatioSync.js

@@ -0,0 +1,503 @@
+import React, { useState, useCallback, useMemo } from 'react';
+import {
+  Button,
+  Table,
+  Tag,
+  Empty,
+  Checkbox,
+  Form,
+  Input,
+} from '@douyinfe/semi-ui';
+import { IconSearch } from '@douyinfe/semi-icons';
+import {
+  RefreshCcw,
+  CheckSquare,
+} from 'lucide-react';
+import { API, showError, showSuccess, showWarning, stringToColor } from '../../../helpers';
+import { DEFAULT_ENDPOINT } from '../../../constants';
+import { useTranslation } from 'react-i18next';
+import {
+  IllustrationNoResult,
+  IllustrationNoResultDark
+} from '@douyinfe/semi-illustrations';
+import ChannelSelectorModal from '../../../components/settings/ChannelSelectorModal';
+
+export default function UpstreamRatioSync(props) {
+  const { t } = useTranslation();
+  const [modalVisible, setModalVisible] = useState(false);
+  const [loading, setLoading] = useState(false);
+  const [syncLoading, setSyncLoading] = useState(false);
+
+  // 渠道选择相关
+  const [allChannels, setAllChannels] = useState([]);
+  const [selectedChannelIds, setSelectedChannelIds] = useState([]);
+
+  // 渠道端点配置
+  const [channelEndpoints, setChannelEndpoints] = useState({}); // { channelId: endpoint }
+
+  // 差异数据和测试结果
+  const [differences, setDifferences] = useState({});
+  const [resolutions, setResolutions] = useState({});
+
+  // 是否已经执行过同步
+  const [hasSynced, setHasSynced] = useState(false);
+
+  // 分页相关状态
+  const [currentPage, setCurrentPage] = useState(1);
+  const [pageSize, setPageSize] = useState(10);
+
+  // 搜索相关状态
+  const [searchKeyword, setSearchKeyword] = useState('');
+
+  const fetchAllChannels = async () => {
+    setLoading(true);
+    try {
+      const res = await API.get('/api/ratio_sync/channels');
+
+      if (res.data.success) {
+        const channels = res.data.data || [];
+
+        const transferData = channels.map(channel => ({
+          key: channel.id,
+          label: channel.name,
+          value: channel.id,
+          disabled: false,
+          _originalData: channel,
+        }));
+
+        setAllChannels(transferData);
+
+        const initialEndpoints = {};
+        transferData.forEach(channel => {
+          initialEndpoints[channel.key] = DEFAULT_ENDPOINT;
+        });
+        setChannelEndpoints(initialEndpoints);
+      } else {
+        showError(res.data.message);
+      }
+    } catch (error) {
+      showError(t('获取渠道失败：') + error.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const confirmChannelSelection = () => {
+    const selected = allChannels
+      .filter(ch => selectedChannelIds.includes(ch.value))
+      .map(ch => ch._originalData);
+
+    if (selected.length === 0) {
+      showWarning(t('请至少选择一个渠道'));
+      return;
+    }
+
+    setModalVisible(false);
+    fetchRatiosFromChannels(selected);
+  };
+
+  const fetchRatiosFromChannels = async (channelList) => {
+    setSyncLoading(true);
+
+    const payload = {
+      channel_ids: channelList.map(ch => parseInt(ch.id)),
+      timeout: 10,
+    };
+
+    try {
+      const res = await API.post('/api/ratio_sync/fetch', payload);
+
+      if (!res.data.success) {
+        showError(res.data.message || t('后端请求失败'));
+        setSyncLoading(false);
+        return;
+      }
+
+      const { differences = {}, test_results = [] } = res.data.data;
+
+      const errorResults = test_results.filter(r => r.status === 'error');
+      if (errorResults.length > 0) {
+        showWarning(t('部分渠道测试失败：') + errorResults.map(r => `${r.name}: ${r.error}`).join(', '));
+      }
+
+      setDifferences(differences);
+      setResolutions({});
+      setHasSynced(true);
+
+      if (Object.keys(differences).length === 0) {
+        showSuccess(t('已与上游倍率完全一致，无需同步'));
+      }
+    } catch (e) {
+      showError(t('请求后端接口失败：') + e.message);
+    } finally {
+      setSyncLoading(false);
+    }
+  };
+
+  const selectValue = (model, ratioType, value) => {
+    setResolutions(prev => ({
+      ...prev,
+      [model]: {
+        ...prev[model],
+        [ratioType]: value,
+      },
+    }));
+  };
+
+  const applySync = async () => {
+    const currentRatios = {
+      ModelRatio: JSON.parse(props.options.ModelRatio || '{}'),
+      CompletionRatio: JSON.parse(props.options.CompletionRatio || '{}'),
+      CacheRatio: JSON.parse(props.options.CacheRatio || '{}'),
+      ModelPrice: JSON.parse(props.options.ModelPrice || '{}'),
+    };
+
+    Object.entries(resolutions).forEach(([model, ratios]) => {
+      Object.entries(ratios).forEach(([ratioType, value]) => {
+        const optionKey = ratioType
+          .split('_')
+          .map(word => word.charAt(0).toUpperCase() + word.slice(1))
+          .join('');
+        currentRatios[optionKey][model] = parseFloat(value);
+      });
+    });
+
+    setLoading(true);
+    try {
+      const updates = Object.entries(currentRatios).map(([key, value]) =>
+        API.put('/api/option/', {
+          key,
+          value: JSON.stringify(value, null, 2),
+        })
+      );
+
+      const results = await Promise.all(updates);
+
+      if (results.every(res => res.data.success)) {
+        showSuccess(t('同步成功'));
+        props.refresh();
+
+        setDifferences(prevDifferences => {
+          const newDifferences = { ...prevDifferences };
+
+          Object.entries(resolutions).forEach(([model, ratios]) => {
+            Object.keys(ratios).forEach(ratioType => {
+              if (newDifferences[model] && newDifferences[model][ratioType]) {
+                delete newDifferences[model][ratioType];
+
+                if (Object.keys(newDifferences[model]).length === 0) {
+                  delete newDifferences[model];
+                }
+              }
+            });
+          });
+
+          return newDifferences;
+        });
+
+        setResolutions({});
+      } else {
+        showError(t('部分保存失败'));
+      }
+    } catch (error) {
+      showError(t('保存失败'));
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const getCurrentPageData = (dataSource) => {
+    const startIndex = (currentPage - 1) * pageSize;
+    const endIndex = startIndex + pageSize;
+    return dataSource.slice(startIndex, endIndex);
+  };
+
+  const renderHeader = () => (
+    <div className="flex flex-col w-full">
+      <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">
+          <Button
+            icon={<RefreshCcw size={14} />}
+            className="!rounded-full w-full md:w-auto mt-2"
+            onClick={() => {
+              setModalVisible(true);
+              fetchAllChannels();
+            }}
+          >
+            {t('选择同步渠道')}
+          </Button>
+
+          {(() => {
+            const hasSelections = Object.keys(resolutions).length > 0;
+
+            return (
+              <Button
+                icon={<CheckSquare size={14} />}
+                type='secondary'
+                onClick={applySync}
+                disabled={!hasSelections}
+                className="!rounded-full w-full md:w-auto mt-2"
+              >
+                {t('应用同步')}
+              </Button>
+            );
+          })()}
+
+          <Input
+            prefix={<IconSearch size={14} />}
+            placeholder={t('搜索模型名称')}
+            value={searchKeyword}
+            onChange={setSearchKeyword}
+            className="!rounded-full w-full md:w-64 mt-2"
+            showClear
+          />
+        </div>
+      </div>
+    </div>
+  );
+
+  const renderDifferenceTable = () => {
+    const dataSource = useMemo(() => {
+      const tmp = [];
+
+      Object.entries(differences).forEach(([model, ratioTypes]) => {
+        Object.entries(ratioTypes).forEach(([ratioType, diff]) => {
+          tmp.push({
+            key: `${model}_${ratioType}`,
+            model,
+            ratioType,
+            current: diff.current,
+            upstreams: diff.upstreams,
+          });
+        });
+      });
+
+      return tmp;
+    }, [differences]);
+
+    const filteredDataSource = useMemo(() => {
+      if (!searchKeyword.trim()) {
+        return dataSource;
+      }
+
+      const keyword = searchKeyword.toLowerCase().trim();
+      return dataSource.filter(item =>
+        item.model.toLowerCase().includes(keyword)
+      );
+    }, [dataSource, searchKeyword]);
+
+    const upstreamNames = useMemo(() => {
+      const set = new Set();
+      filteredDataSource.forEach((row) => {
+        Object.keys(row.upstreams || {}).forEach((name) => set.add(name));
+      });
+      return Array.from(set);
+    }, [filteredDataSource]);
+
+    if (filteredDataSource.length === 0) {
+      return (
+        <Empty
+          image={<IllustrationNoResult style={{ width: 150, height: 150 }} />}
+          darkModeImage={<IllustrationNoResultDark style={{ width: 150, height: 150 }} />}
+          description={
+            searchKeyword.trim()
+              ? t('未找到匹配的模型')
+              : (Object.keys(differences).length === 0 ?
+                (hasSynced ? t('暂无差异化倍率显示') : t('请先选择同步渠道'))
+                : t('请先选择同步渠道'))
+          }
+          style={{ padding: 30 }}
+        />
+      );
+    }
+
+    const columns = [
+      {
+        title: t('模型'),
+        dataIndex: 'model',
+        fixed: 'left',
+      },
+      {
+        title: t('倍率类型'),
+        dataIndex: 'ratioType',
+        render: (text) => {
+          const typeMap = {
+            model_ratio: t('模型倍率'),
+            completion_ratio: t('补全倍率'),
+            cache_ratio: t('缓存倍率'),
+            model_price: t('固定价格'),
+          };
+          return <Tag color={stringToColor(text)} shape="circle">{typeMap[text] || text}</Tag>;
+        },
+      },
+      {
+        title: t('当前值'),
+        dataIndex: 'current',
+        render: (text) => (
+          <Tag color={text !== null && text !== undefined ? 'blue' : 'default'} shape="circle">
+            {text !== null && text !== undefined ? text : t('未设置')}
+          </Tag>
+        ),
+      },
+      ...upstreamNames.map((upName) => {
+        const channelStats = (() => {
+          let selectableCount = 0;
+          let selectedCount = 0;
+
+          filteredDataSource.forEach((row) => {
+            const upstreamVal = row.upstreams?.[upName];
+            if (upstreamVal !== null && upstreamVal !== undefined && upstreamVal !== 'same') {
+              selectableCount++;
+              const isSelected = resolutions[row.model]?.[row.ratioType] === upstreamVal;
+              if (isSelected) {
+                selectedCount++;
+              }
+            }
+          });
+
+          return {
+            selectableCount,
+            selectedCount,
+            allSelected: selectableCount > 0 && selectedCount === selectableCount,
+            partiallySelected: selectedCount > 0 && selectedCount < selectableCount,
+            hasSelectableItems: selectableCount > 0
+          };
+        })();
+
+        const handleBulkSelect = (checked) => {
+          setResolutions((prev) => {
+            const newRes = { ...prev };
+
+            filteredDataSource.forEach((row) => {
+              const upstreamVal = row.upstreams?.[upName];
+              if (upstreamVal !== null && upstreamVal !== undefined && upstreamVal !== 'same') {
+                if (checked) {
+                  if (!newRes[row.model]) newRes[row.model] = {};
+                  newRes[row.model][row.ratioType] = upstreamVal;
+                } else {
+                  if (newRes[row.model]) {
+                    delete newRes[row.model][row.ratioType];
+                    if (Object.keys(newRes[row.model]).length === 0) {
+                      delete newRes[row.model];
+                    }
+                  }
+                }
+              }
+            });
+
+            return newRes;
+          });
+        };
+
+        return {
+          title: channelStats.hasSelectableItems ? (
+            <Checkbox
+              checked={channelStats.allSelected}
+              indeterminate={channelStats.partiallySelected}
+              onChange={(e) => handleBulkSelect(e.target.checked)}
+            >
+              {upName}
+            </Checkbox>
+          ) : (
+            <span>{upName}</span>
+          ),
+          dataIndex: upName,
+          render: (_, record) => {
+            const upstreamVal = record.upstreams?.[upName];
+
+            if (upstreamVal === null || upstreamVal === undefined) {
+              return <Tag color="default" shape="circle">{t('未设置')}</Tag>;
+            }
+
+            if (upstreamVal === 'same') {
+              return <Tag color="blue" shape="circle">{t('与本地相同')}</Tag>;
+            }
+
+            const isSelected = resolutions[record.model]?.[record.ratioType] === upstreamVal;
+
+            return (
+              <Checkbox
+                checked={isSelected}
+                onChange={(e) => {
+                  const isChecked = e.target.checked;
+                  if (isChecked) {
+                    selectValue(record.model, record.ratioType, upstreamVal);
+                  } else {
+                    setResolutions((prev) => {
+                      const newRes = { ...prev };
+                      if (newRes[record.model]) {
+                        delete newRes[record.model][record.ratioType];
+                        if (Object.keys(newRes[record.model]).length === 0) {
+                          delete newRes[record.model];
+                        }
+                      }
+                      return newRes;
+                    });
+                  }
+                }}
+              >
+                {upstreamVal}
+              </Checkbox>
+            );
+          },
+        };
+      }),
+    ];
+
+    return (
+      <Table
+        columns={columns}
+        dataSource={getCurrentPageData(filteredDataSource)}
+        pagination={{
+          currentPage: currentPage,
+          pageSize: pageSize,
+          total: filteredDataSource.length,
+          showSizeChanger: true,
+          showQuickJumper: true,
+          formatPageText: (page) => t('第 {{start}} - {{end}} 条，共 {{total}} 条', {
+            start: page.currentStart,
+            end: page.currentEnd,
+            total: filteredDataSource.length,
+          }),
+          pageSizeOptions: ['5', '10', '20', '50'],
+          onChange: (page, size) => {
+            setCurrentPage(page);
+            setPageSize(size);
+          },
+          onShowSizeChange: (current, size) => {
+            setCurrentPage(1);
+            setPageSize(size);
+          }
+        }}
+        scroll={{ x: 'max-content' }}
+        size='middle'
+        loading={loading || syncLoading}
+        className="rounded-xl overflow-hidden"
+      />
+    );
+  };
+
+  const updateChannelEndpoint = useCallback((channelId, endpoint) => {
+    setChannelEndpoints(prev => ({ ...prev, [channelId]: endpoint }));
+  }, []);
+
+  return (
+    <>
+      <Form.Section text={renderHeader()}>
+        {renderDifferenceTable()}
+      </Form.Section>
+
+      <ChannelSelectorModal
+        t={t}
+        visible={modalVisible}
+        onCancel={() => setModalVisible(false)}
+        onOk={confirmChannelSelection}
+        allChannels={allChannels}
+        selectedChannelIds={selectedChannelIds}
+        setSelectedChannelIds={setSelectedChannelIds}
+        channelEndpoints={channelEndpoints}
+        updateChannelEndpoint={updateChannelEndpoint}
+      />
+    </>
+  );
+}