diff --git a/app/models/weather_art.rb b/app/models/weather_art.rb
index 1eea6e5..344fe8b 100644
--- a/app/models/weather_art.rb
+++ b/app/models/weather_art.rb
@@ -4,7 +4,6 @@ class WeatherArt < ApplicationRecord
 
   belongs_to :city
   has_one_attached :image
-  has_one_attached :image_with_watermark
 
   has_many :visits, class_name: "Ahoy::Visit", foreign_key: :weather_art_id
   has_many :events, class_name: "Ahoy::Event", foreign_key: :weather_art_id
@@ -59,4 +58,145 @@ class WeatherArt < ApplicationRecord
   def image_url
     image.attached? ? image.blob : nil
   end
+
+  def webp_image
+    return nil unless image.attached?
+
+    image.variant(
+      format: "webp",
+      saver: {
+        quality: 100,
+        strip: true,   # 移除元数据以减小文件大小
+        interlace: "plane"  # 渐进式加载
+      }
+    )
+  end
+
+  # 添加图片变体处理
+  PREVIEW_DIMENSIONS = {
+    big: [ 1792, 1024 ],
+    medium: [ 896, 512 ],
+    small: [ 448, 256 ]
+  }.freeze
+  def preview_image(size = :medium)
+    return nil unless image.attached?
+
+    width, height = PREVIEW_DIMENSIONS[size] || PREVIEW_DIMENSIONS[:medium]
+
+    image.variant(
+      resize_to_limit: [ width, height ],
+      format: "webp",
+      saver: {
+        quality: 75,
+        strip: true,   # 移除元数据以减小文件大小
+        interlace: "plane"  # 渐进式加载
+      }
+    )
+  end
+
+  def watermarked_image
+    return nil unless image.attached?
+
+    overlay_text = create_overlay_text
+
+    image.variant(
+      composite: [ {
+                    input: overlay_text,
+                    gravity: "southeast"
+                  } ]
+    )
+  end
+
+  private
+
+  def create_overlay_text
+    {
+      create: {
+        width: 400,
+        height: 100,
+        background: [ 0, 0, 0, 0.5 ]  # 半透明黑色背景
+      },
+      "svg-overlay": %(
+        <svg width="400" height="100">
+          <text x="20" y="40"
+                style="fill: white; font-family: Arial; font-size: 20px;">
+            #{city.name} - #{weather_date.strftime('%Y-%m-%d')}
+          </text>
+          <text x="20" y="70"
+                style="fill: white; font-family: Arial; font-size: 20px;">
+            © todayaiweather.com
+          </text>
+        </svg>
+      )
+    }
+  end
+
+  def create_text_layer(font_size)
+    text = [
+      weather_date.strftime("%Y-%m-%d"),
+      "#{temperature}°C, #{description}",
+      "#{city.name}, #{city.country.name}, #{city.country.region.name}",
+      "© todayaiweather.com"
+    ].join("\n")
+
+    {
+      create: {
+        width: 600,
+        height: 200,
+        background: [ 0, 0, 0, 0 ]
+      },
+      "svg-overlay": %(
+        <svg width="600" height="200">
+          <style>
+            .text {
+              font-family: Arial, sans-serif;
+              font-size: #{font_size}px;
+            }
+            .shadow {
+              fill: white;
+              stroke: black;
+              stroke-width: 2px;
+              paint-order: stroke fill;
+            }
+          </style>
+          <text x="20" y="#{font_size + 10}" class="text shadow">#{weather_date.strftime('%Y-%m-%d')}</text>
+          <text x="20" y="#{font_size * 2 + 20}" class="text shadow">#{temperature}°C, #{description}</text>
+          <text x="20" y="#{font_size * 3 + 30}" class="text shadow">#{city.name}, #{city.country.name}</text>
+          <text x="20" y="#{font_size * 4 + 40}" class="text shadow">© todayaiweather.com</text>
+        </svg>
+      )
+    }
+  end
+
+  def watermark_command(font_size:, stroke_width:, spacing:)
+    date_str = weather_date.strftime("%Y-%m-%d")
+    weather_info = "#{temperature}°C, #{description}"
+    location_info = "#{city.name}, #{city.country.name}, #{city.country.region.name}"
+    copyright = "© todayaiweather.com"
+
+    "gravity southeast " \
+      "fill white " \
+      "font Arial " \
+      "pointsize #{font_size} " \
+      "stroke black " \
+      "strokewidth #{stroke_width} " \
+      "text 30,#{spacing * 12} '#{copyright}' " \
+      "text 30,#{spacing * 8} '#{location_info}' " \
+      "text 30,#{spacing * 4} '#{weather_info}' " \
+      "text 30,#{spacing} '#{date_str}'"
+  end
+
+  def watermark_text
+    date_str = weather_date.strftime("%Y-%m-%d")
+    weather_info = "#{temperature}°C, #{description}"
+    location_info = "#{city.name}, #{city.country.name}, #{city.country.region.name}"
+    copyright = "© todayaiweather.com"
+
+    [
+      "text 30,120 '#{copyright}'",
+      "text 30,80 '#{location_info}'",
+      "text 30,40 '#{weather_info}'",
+      "text 30,0 '#{date_str}'"
+    ].join(" ")
+  end
 end
diff --git a/app/services/ai_service.rb b/app/services/ai_service.rb
index 97a0bd0..dff7a01 100644
--- a/app/services/ai_service.rb
+++ b/app/services/ai_service.rb
@@ -3,6 +3,7 @@ class AiService
     @client = OpenAI::Client.new(
       access_token: Rails.application.credentials.openai.token,
       uri_base: Rails.application.credentials.openai.uri,
+      log_errors: Rails.env.development?,  # 只在开发环境下启用
       request_timeout: 240
     )
   end
@@ -47,8 +48,8 @@ class AiService
   def ask_ai(system_message, user_message)
     response = @client.chat(
       parameters: {
-        model: "gpt-4",
-        message:
+        model: "gpt-4o",
+        messages:
           [ {
               role: "System",
               content: system_message
diff --git a/app/services/weather_service.rb b/app/services/weather_service.rb
index e350891..f77fa4f 100644
--- a/app/services/weather_service.rb
+++ b/app/services/weather_service.rb
@@ -31,8 +31,8 @@ class WeatherService
       pressure: data["pressure"].to_f,
       visibility: data["vis"].to_f,
       cloud: data["cloud"].to_f,
-      description: data["text"],
-      time: response["updateTime"]
+      description: data["text"]
+      # time: response["updateTime"]
     }
   end
 end
diff --git a/app/views/arts/index.html.erb b/app/views/arts/index.html.erb
index 7c677a9..42a55b1 100644
--- a/app/views/arts/index.html.erb
+++ b/app/views/arts/index.html.erb
@@ -6,7 +6,7 @@
     <!-- 背景图像 -->
     <% if featured_art&.image&.attached? %>
       <div class="absolute inset-0 h-[40vh] overflow-hidden">
-        <%= image_tag featured_art.image,
+        <%= image_tag featured_art.webp_image.processed,
                       class: "w-full h-full object-cover" %>
         <div class="absolute inset-0 bg-gradient-to-b from-base-100/30 via-base-100/60 to-base-100"></div>
       </div>
@@ -107,7 +107,7 @@
           <div class="card bg-base-100 shadow-xl hover:shadow-2xl transition-all duration-300 group overflow-hidden">
             <figure class="relative aspect-square overflow-hidden">
               <% if art.image.attached? %>
-                <%= image_tag art.image,
+                <%= image_tag art.preview_image.processed,
                               class: "w-full h-full object-cover transform group-hover:scale-105 transition-transform duration-500" %>
 
                 <div class="absolute inset-0 bg-gradient-to-t from-black via-black/50 to-transparent opacity-0 group-hover:opacity-100 transition-opacity duration-300"></div>
diff --git a/app/views/cities/_city.html.erb b/app/views/cities/_city.html.erb
index bf0ba53..438d472 100644
--- a/app/views/cities/_city.html.erb
+++ b/app/views/cities/_city.html.erb
@@ -5,7 +5,7 @@
     <div class="relative">
       <!-- 图片 -->
       <figure class="aspect-[16/9] overflow-hidden">
-        <%= image_tag city.latest_weather_art.image,
+        <%= image_tag city.latest_weather_art.preview_image.processed,
                       class: "w-full h-full object-cover transform group-hover:scale-105 transition-transform duration-500" %>
       </figure>
 
diff --git a/app/views/cities/index.html.erb b/app/views/cities/index.html.erb
index 07782c9..425138f 100644
--- a/app/views/cities/index.html.erb
+++ b/app/views/cities/index.html.erb
@@ -6,7 +6,7 @@
     <!-- 背景图像和渐变 -->
     <% if featured_art&.image&.attached? %>
       <div class="absolute inset-0 h-[60vh] overflow-hidden">
-        <%= image_tag featured_art.image,
+        <%= image_tag featured_art.webp_image.processed,
                       class: "w-full h-full object-cover object-center" %>
         <div class="absolute inset-0 bg-gradient-to-b from-base-100/40 via-base-100/80 to-base-100"></div>
       </div>
diff --git a/app/views/cities/show.html.erb b/app/views/cities/show.html.erb
index 654b980..b0d504b 100644
--- a/app/views/cities/show.html.erb
+++ b/app/views/cities/show.html.erb
@@ -2,7 +2,7 @@
   <!-- 背景效果 -->
   <% if @city.latest_weather_art&.image&.attached? %>
     <div class="fixed inset-0 -z-10">
-      <%= image_tag @city.latest_weather_art.image,
+      <%= image_tag @city.latest_weather_art.webp_image.processed,
                     class: "absolute w-full h-full object-cover scale-110 filter blur-2xl opacity-25" %>
       <div class="absolute inset-0 bg-gradient-to-b from-base-200/90 to-base-200/70 backdrop-blur-md"></div>
     </div>
@@ -103,7 +103,7 @@
             <div class="card bg-base-100/80 backdrop-blur-sm shadow-xl hover:shadow-2xl transition-all duration-300 hover:-translate-y-1">
               <figure class="relative aspect-video overflow-hidden">
                 <% if art.image.attached? %>
-                  <%= image_tag art.image,
+                  <%= image_tag art.preview_image.processed,
                                 class: "w-full h-full object-cover transform hover:scale-105 transition-transform duration-500" %>
                   <div class="absolute bottom-0 left-0 right-0 p-4 bg-gradient-to-t from-black/70 to-transparent">
                     <div class="flex items-center justify-between text-white">
diff --git a/app/views/weather_arts/show.html.erb b/app/views/weather_arts/show.html.erb
index b3261df..162fcdc 100644
--- a/app/views/weather_arts/show.html.erb
+++ b/app/views/weather_arts/show.html.erb
@@ -27,15 +27,15 @@
             <figure class="relative lg:h-[30rem] h-auto overflow-hidden rounded-lg"> <!-- 添加圆角 -->
               <div class="gallery" data-controller="photo-swipe-lightbox">
                 <div data-photo-swipe-lightbox-target="gallery" class="h-full">
-                  <% blob = @weather_art.image_blob %>
-                  <%= link_to rails_blob_path(blob),
+                  <% watermarked = @weather_art.webp_image.processed %>
+                  <%= link_to rails_blob_path(watermarked),
                               data: {
-                                pswp_src: rails_blob_url(blob),
+                                pswp_src: rails_blob_url(watermarked),
                                 pswp_caption: 'Weather Art',
                                 pswp_width: 1792,
                                 pswp_height: 1024
                               } do %>
-                    <%= image_tag @weather_art.image, class: "object-cover w-full h-full transition-transform transform hover:scale-105 ease-in-out" %>
+                    <%= image_tag @weather_art.preview_image(:big).processed, class: "object-cover w-full h-full transition-transform transform hover:scale-105 ease-in-out" %>
                     <%#= image_tag @weather_art.watermarked_variant.processed , class: "object-cover w-full h-full transition-transform transform hover:scale-105 ease-in-out" %>
                 <% end %>
                 </div>
diff --git a/app/workers/batch_generate_weather_arts_worker.rb b/app/workers/batch_generate_weather_arts_worker.rb
index a7deda0..2d29c0e 100644
--- a/app/workers/batch_generate_weather_arts_worker.rb
+++ b/app/workers/batch_generate_weather_arts_worker.rb
@@ -1,38 +1,85 @@
 class BatchGenerateWeatherArtsWorker
   include Sidekiq::Worker
+
   GENERATION_INTERVAL = 36.hours
   MAX_DURATION = 50.minutes
   SLEEP_DURATION = 120.seconds
-  BATCH_SIZE = 20
-
-  module ProcessType
-    DO_NOTHING = 0
-    GET_WEATHER_WITH_GENERATE_AI_ART = 1
-    GET_WEATHER_ONLY = 2
-  end
+  DAILY_GENERATION_LIMIT = 50  # 每日生成图片上限
 
   def perform(*args)
     start_time = Time.current
-    cities_to_process = get_eligible_cities.shuffle.take(BATCH_SIZE)
-    cities_to_process.each do |city|
+    remaining_slots = calculate_remaining_slots
+    return if remaining_slots <= 0
+
+    # 获取符合条件的城市并处理
+    cities_to_process = select_cities(remaining_slots)&.shuffle
+    print_cities_list(cities_to_process, start_time)
+    process_cities(cities_to_process, start_time)
+  end
+
+  private
+
+  def calculate_remaining_slots
+    today_generations = WeatherArt
+                          .where("DATE(created_at) = ?", Date.today)
+                          .where.not(image_attachment: nil)
+                          .count
+
+    [ DAILY_GENERATION_LIMIT - today_generations, 0 ].max
+  end
+
+  def print_cities_list(cities, start_time)
+    Rails.logger.info "Generate city task start at: #{start_time}"
+    Rails.logger.info "Generate city list: "
+    Rails.logger.info "======================================"
+    Rails.logger.info "ID\tRegion\tCountry\tState\tName"
+    cities.each do |city|
+      Rails.logger.info "#{city.id}\t#{city&.country&.region&.name}\t#{city&.country&.name}\t#{city&.state&.name}\t#{city&.name}"
+    end
+  end
+
+  def select_cities(limit)
+    cutoff_time = Time.current - GENERATION_INTERVAL
+
+    # 基础查询：排除最近生成过的城市
+    base_query = City
+                   .joins("LEFT JOIN (
+        SELECT city_id, MAX(created_at) as last_generation_time
+        FROM weather_arts
+        GROUP BY city_id
+      ) latest_arts ON cities.id = latest_arts.city_id")
+                   .where("latest_arts.last_generation_time IS NULL OR latest_arts.last_generation_time < ?", cutoff_time)
+
+    # 优先选择活跃城市
+    active_cities = base_query
+                      .where(active: true)
+                      .order(:priority)
+                      .limit(limit)
+                      .to_a
+
+    remaining_slots = limit - active_cities.size
+
+    if remaining_slots > 0
+      # 如果还有剩余名额，从其他城市中随机选择
+      other_cities = base_query
+                       .where.not(id: active_cities.map(&:id))
+                       .order("RANDOM()")
+                       .limit(remaining_slots)
+                       .to_a
+
+      active_cities + other_cities
+    else
+      active_cities
+    end
+  end
+
+  def process_cities(cities, start_time)
+    cities.each do |city|
       break if Time.current - start_time > MAX_DURATION
+
       Rails.logger.info "Generating weather art for #{city.name}"
       GenerateWeatherArtWorker.perform_async(city.id)
       sleep SLEEP_DURATION
     end
   end
-
-  private
-
-  def get_eligible_cities
-    cutoff_time = Time.current - GENERATION_INTERVAL
-    City.active
-        .joins("LEFT JOIN (
-          SELECT city_id, MAX(created_at) as last_generation_time
-          FROM weather_arts
-          GROUP BY city_id
-        ) latest_arts ON cities.id = latest_arts.city_id")
-        .where("latest_arts.last_generation_time IS NULL OR latest_arts.last_generation_time < ?", cutoff_time)
-        .order(:priority)
-  end
 end
diff --git a/app/workers/generate_weather_art_worker.rb b/app/workers/generate_weather_art_worker.rb
index 0412798..44ec8d5 100644
--- a/app/workers/generate_weather_art_worker.rb
+++ b/app/workers/generate_weather_art_worker.rb
@@ -14,6 +14,7 @@ class GenerateWeatherArtWorker
     return unless image_url
 
     create_weather_art(weather_data, prompt, image_url)
+    Rails.logger.info "Successful Generate Weather Art In #{city.name}"
   rescue StandardError => e
     Rails.logger.error "Error generating weather art for city #{city_id}: #{e.message}"
     Rails.logger.error e.backtrace.join("\n")
diff --git a/config/credentials.yml.enc b/config/credentials.yml.enc
index 75cc769..7f598a1 100644
--- a/config/credentials.yml.enc
+++ b/config/credentials.yml.enc
@@ -1 +1 @@
-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--aZKHys4Q3dCV2P+L--yEOdlrHAYleGIYmdKAB4FQ==
\ No newline at end of file
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\ No newline at end of file
diff --git a/config/sidekiq_scheduler.yml b/config/sidekiq_scheduler.yml
index 55bbeee..6963062 100644
--- a/config/sidekiq_scheduler.yml
+++ b/config/sidekiq_scheduler.yml
@@ -1,7 +1,7 @@
 batch_generate_weather:
   cron: '0 8,18 * * *'
   class: BatchGenerateWeatherArtsWorker
-  description: "Generate weather arts every 2 hours"
+  description: "Batch Generate weather arts"
   enabled: true
 
 refresh_sitemap: