diff --git a/encoder/process.go b/encoder/process.go
index d0d0089..a4491a4 100644
--- a/encoder/process.go
+++ b/encoder/process.go
@@ -5,6 +5,7 @@ import (
 	"os"
 	"path"
 	"slices"
+	"strings"
 	"webp_server_go/config"
 
 	"github.com/davidbyttow/govips/v2/vips"
@@ -196,3 +197,60 @@ func preProcessImage(img *vips.ImageRef, imageType string, extraParams config.Ex
 	log.Debug("图像预处理完成")
 	return nil
 }
+
+func ProcessAndSaveImage(rawImageAbs, exhaustFilename string, extraParams config.ExtraParams) error {
+	// 创建目标目录
+	if err := os.MkdirAll(path.Dir(exhaustFilename), 0755); err != nil {
+		log.Errorf("创建目标目录失败: %v", err)
+		return err
+	}
+
+	// 加载图像
+	img, err := vips.LoadImageFromFile(rawImageAbs, &vips.ImportParams{
+		FailOnError: boolFalse,
+	})
+	if err != nil {
+		log.Warnf("加载图像失败: 文件=%s, 错误=%v", rawImageAbs, err)
+		return err
+	}
+	defer img.Close()
+
+	// 调整图像大小
+	if err := resizeImage(img, extraParams); err != nil {
+		log.Warnf("调整图像大小失败: %v", err)
+		return err
+	}
+
+	// 移除元数据（如果配置要求）
+	if config.Config.StripMetadata {
+		log.Debug("正在移除图像元数据")
+		img.RemoveMetadata()
+	}
+
+	// 确定输出格式
+	outputFormat := vips.ImageTypeWebP // 默认使用 WebP
+	if strings.HasSuffix(exhaustFilename, ".avif") {
+		outputFormat = vips.ImageTypeAVIF
+	} else if strings.HasSuffix(exhaustFilename, ".jxl") {
+		outputFormat = vips.ImageTypeJPEG // 假设 JXL 不直接支持，使用 JPEG
+	}
+
+	// 导出图像
+	buf, _, err := img.Export(vips.ExportParams{
+		Format:  outputFormat,
+		Quality: config.Config.Quality,
+	})
+	if err != nil {
+		log.Errorf("导出图像失败: %v", err)
+		return err
+	}
+
+	// 写入文件
+	if err := os.WriteFile(exhaustFilename, buf, 0600); err != nil {
+		log.Errorf("写入目标文件失败: 文件=%s, 错误=%v", exhaustFilename, err)
+		return err
+	}
+
+	log.Infof("图像处理成功: 目标文件=%s", exhaustFilename)
+	return nil
+}
diff --git a/handler/remote.go b/handler/remote.go
index 7f44da3..43b365d 100644
--- a/handler/remote.go
+++ b/handler/remote.go
@@ -13,7 +13,6 @@ import (
 	"webp_server_go/helper"
 
 	"github.com/gofiber/fiber/v2"
-	"github.com/patrickmn/go-cache"
 	log "github.com/sirupsen/logrus"
 )
 
@@ -64,58 +63,16 @@ func downloadFile(filepath string, url string) error {
 }
 
 func fetchRemoteImg(url string, subdir string) config.MetaFile {
-	cacheKey := subdir + ":" + helper.HashString(url)
-
 	var metadata config.MetaFile
-	var etag string
-	var size int64
-	var lastModified time.Time
 
-	if cachedETag, found := config.RemoteCache.Get(cacheKey); found {
-		etag = cachedETag.(string)
-		log.Infof("使用缓存的 ETag 进行远程地址: %s", url)
-	} else {
-		log.Infof("远程地址是 %s，正在 ping 获取信息...", url)
-		etag, size, lastModified = pingURL(url)
-		if etag != "" {
-			config.RemoteCache.Set(cacheKey, etag, cache.DefaultExpiration)
-		}
-	}
-
-	metadata = helper.ReadMetadata(url, etag, subdir)
+	metadata = helper.ReadMetadata(url, "", subdir)
 	localRawImagePath := path.Join(config.Config.RemoteRawPath, subdir, metadata.Id)
-	localExhaustImagePath := path.Join(config.Config.ExhaustPath, subdir, metadata.Id)
 
-	needUpdate := false
 	if !helper.ImageExists(localRawImagePath) {
 		log.Info("在远程原始文件中找不到远程文件，正在获取...")
-		needUpdate = true
-	} else {
-		localFileInfo, err := os.Stat(localRawImagePath)
-		if err == nil {
-			if size > 0 && size != localFileInfo.Size() {
-				log.Info("文件大小已更改，正在更新...")
-				needUpdate = true
-			} else if !lastModified.IsZero() && lastModified.After(localFileInfo.ModTime()) {
-				log.Info("远程文件较新，正在更新...")
-				needUpdate = true
-			} else if metadata.Checksum != helper.HashString(etag) {
-				log.Info("ETag 已更改，正在更新...")
-				needUpdate = true
-			}
-		} else {
-			log.Warnf("检查本地文件时出错: %v", err)
-			needUpdate = true
-		}
-	}
-
-	if needUpdate {
-		cleanProxyCache(localExhaustImagePath)
-		helper.DeleteMetadata(url, subdir)
-		helper.WriteMetadata(url, etag, subdir)
 		downloadFile(localRawImagePath, url)
 		// 重新读取更新后的元数据
-		metadata = helper.ReadMetadata(url, etag, subdir)
+		metadata = helper.WriteMetadata(url, "", subdir)
 	}
 
 	return metadata
diff --git a/handler/router.go b/handler/router.go
index 50bebb3..2c5df46 100644
--- a/handler/router.go
+++ b/handler/router.go
@@ -1,6 +1,7 @@
 package handler
 
 import (
+	"fmt"
 	"net/url"
 	"path"
 	"strconv"
@@ -20,18 +21,12 @@ func Convert(c *fiber.Ctx) error {
 	}
 
 	var (
-		reqHostname = c.Hostname()
-		reqHeader   = &c.Request().Header
-
 		reqURIRaw, _          = url.QueryUnescape(c.Path())
 		reqURIwithQueryRaw, _ = url.QueryUnescape(c.OriginalURL())
 		reqURI                = path.Clean(reqURIRaw)
 		reqURIwithQuery       = path.Clean(reqURIwithQueryRaw)
 
-		filename       = path.Base(reqURI)
-		realRemoteAddr = ""
-		targetHostName = ""
-		targetHost     = ""
+		filename = path.Base(reqURI)
 
 		width, _     = strconv.Atoi(c.Query("width"))
 		height, _    = strconv.Atoi(c.Query("height"))
@@ -45,7 +40,7 @@ func Convert(c *fiber.Ctx) error {
 		}
 	)
 
-	log.Debugf("Incoming connection from %s %s %s", c.IP(), reqHostname, reqURIwithQuery)
+	log.Debugf("Incoming connection from %s %s", c.IP(), reqURIwithQuery)
 
 	// 检查路径是否匹配 IMG_MAP 中的任何前缀
 	var matchedPrefix string
@@ -64,100 +59,47 @@ func Convert(c *fiber.Ctx) error {
 		return c.SendStatus(fiber.StatusNotFound)
 	}
 
+	// 构建 EXHAUST_PATH 中的文件路径
+	exhaustFilename := path.Join(config.Config.ExhaustPath, reqURI)
+	if extraParams.Width > 0 || extraParams.Height > 0 || extraParams.MaxWidth > 0 || extraParams.MaxHeight > 0 {
+		ext := path.Ext(exhaustFilename)
+		extraParamsStr := fmt.Sprintf("_w%d_h%d_mw%d_mh%d", extraParams.Width, extraParams.Height, extraParams.MaxWidth, extraParams.MaxHeight)
+		exhaustFilename = exhaustFilename[:len(exhaustFilename)-len(ext)] + extraParamsStr + ext
+	}
+
+	// 检查文件是否已经在 EXHAUST_PATH 中
+	if helper.FileExists(exhaustFilename) {
+		log.Infof("文件已存在于 EXHAUST_PATH，直接提供服务: %s", exhaustFilename)
+		return c.SendFile(exhaustFilename)
+	}
+
+	// 文件不在 EXHAUST_PATH 中，需要处理
 	isLocalPath := strings.HasPrefix(matchedTarget, "./") || strings.HasPrefix(matchedTarget, "/")
-
 	var rawImageAbs string
-	var metadata config.MetaFile
-
 	if isLocalPath {
 		// 处理本地路径
 		localPath := strings.TrimPrefix(reqURI, matchedPrefix)
 		rawImageAbs = path.Join(matchedTarget, localPath)
-
-		if !helper.FileExists(rawImageAbs) {
-			log.Warnf("本地文件不存在: %s", rawImageAbs)
-			return c.SendStatus(fiber.StatusNotFound)
-		}
-
-		// 为本地文件创建或获取元数据
-		metadata = helper.ReadMetadata(reqURIwithQuery, "", reqHostname)
-		if metadata.Checksum != helper.HashFile(rawImageAbs) {
-			log.Info("本地文件已更改，更新元数据...")
-			metadata = helper.WriteMetadata(reqURIwithQuery, "", reqHostname)
-		}
 	} else {
 		// 处理远程URL
 		targetUrl, _ := url.Parse(matchedTarget)
-		targetHostName = targetUrl.Host
-		targetHost = targetUrl.Scheme + "://" + targetUrl.Host
-		reqURI = strings.Replace(reqURI, matchedPrefix, targetUrl.Path, 1)
-		reqURIwithQuery = strings.Replace(reqURIwithQuery, matchedPrefix, targetUrl.Path, 1)
-		realRemoteAddr = targetHost + reqURIwithQuery
-
-		// 获取远程图像元数据
-		metadata = fetchRemoteImg(realRemoteAddr, targetHostName)
-		rawImageAbs = path.Join(config.Config.RemoteRawPath, targetHostName, metadata.Id)
+		remoteAddr := targetUrl.Scheme + "://" + targetUrl.Host + strings.Replace(reqURI, matchedPrefix, targetUrl.Path, 1)
+		metadata := fetchRemoteImg(remoteAddr, targetUrl.Host)
+		rawImageAbs = path.Join(config.Config.RemoteRawPath, targetUrl.Host, metadata.Id)
 	}
 
 	// 检查是否为允许的图片文件
 	if !helper.IsAllowedImageFile(filename) {
 		log.Infof("不允许的文件类型或非图片文件: %s", reqURI)
-		if isLocalPath {
-			return c.SendFile(rawImageAbs)
-		} else {
-			log.Infof("Redirecting to: %s", realRemoteAddr)
-			return c.Redirect(realRemoteAddr, fiber.StatusFound)
-		}
+		return c.SendFile(rawImageAbs)
 	}
 
-	// 检查原始图像是否存在
-	if !helper.ImageExists(rawImageAbs) {
-		helper.DeleteMetadata(reqURIwithQuery, targetHostName)
-		msg := "Image not found!"
-		log.Warn(msg)
-		return c.Status(404).SendString(msg)
-	}
-
-	// 检查文件大小
-	isSmall, err := helper.IsFileSizeSmall(rawImageAbs, 100*1024) // 100KB
+	// 处理图片
+	err := encoder.ProcessAndSaveImage(rawImageAbs, exhaustFilename, extraParams)
 	if err != nil {
-		log.Errorf("检查文件大小时出错: %v", err)
+		log.Errorf("处理图片失败: %v", err)
 		return c.SendStatus(fiber.StatusInternalServerError)
 	}
 
-	var finalFilename string
-	if isSmall {
-		log.Infof("文件 %s 小于100KB，直接缓存到 EXHAUST_PATH", rawImageAbs)
-		finalFilename = path.Join(config.Config.ExhaustPath, targetHostName, metadata.Id)
-		if err := helper.CopyFile(rawImageAbs, finalFilename); err != nil {
-			log.Errorf("复制小文件到 EXHAUST_PATH 失败: %v", err)
-			return c.SendStatus(fiber.StatusInternalServerError)
-		}
-	} else {
-		avifAbs, webpAbs, jxlAbs := helper.GenOptimizedAbsPath(metadata, targetHostName)
-
-		// 确定支持的格式
-		supportedFormats := helper.GuessSupportedFormat(reqHeader)
-		// 根据支持的格式和配置进行转换
-		encoder.ConvertFilter(rawImageAbs, jxlAbs, avifAbs, webpAbs, extraParams, supportedFormats, nil)
-
-		var availableFiles = []string{rawImageAbs}
-		if supportedFormats["avif"] {
-			availableFiles = append(availableFiles, avifAbs)
-		}
-		if supportedFormats["webp"] {
-			availableFiles = append(availableFiles, webpAbs)
-		}
-		if supportedFormats["jxl"] {
-			availableFiles = append(availableFiles, jxlAbs)
-		}
-
-		finalFilename = helper.FindSmallestFiles(availableFiles)
-	}
-
-	contentType := helper.GetFileContentType(finalFilename)
-	c.Set("Content-Type", contentType)
-
-	c.Set("X-Compression-Rate", helper.GetCompressionRate(rawImageAbs, finalFilename))
-	return c.SendFile(finalFilename)
+	return c.SendFile(exhaustFilename)
 }