feat: add support for multiple image generation models

- Introduced constant MODELS for managing model names.
- Updated the `generate_image` method to switch between FLUX and DALL-E 3.
- Added `generate_image_dalle` and `generate_image_flux` methods for respective API calls.
- Enhanced prompts for image generation across both models, ensuring correct message construction.

This update enables users to generate images using different AI models dynamically, allowing for flexible integration and improved user experience. The handling of errors now falls back to the DALL-E model if the FLUX API fails.

app/services/ai_service.rb

@@ -1,4 +1,9 @@
 class AiService
+  MODELS = {
+    dalle: "dall-e-3",
+    flux: "black-forest-labs/FLUX.1-schnell"
+  }.freeze
+
   def initialize
     @client = OpenAI::Client.new(
       access_token: Rails.application.credentials.openai.token,
@@ -6,14 +11,18 @@ class AiService
       log_errors: Rails.env.development?,  # 只在开发环境下启用
       request_timeout: 240
     )
+
+    # 这里假设你已经在credentials中添加了siliconflow相关配置
+    @flux_token = Rails.application.credentials.siliconflow.token
+    @flux_api_url = Rails.application.credentials.siliconflow.url
   end
 
   def generate_prompt(city, weather_data)
     city_desc = generate_location_desc(city)
 
     system_message =
-      "You are a professional artist creating prompts for DALL-E 3. Create realistic, artistic weather scenes featuring iconic landmarks."
+      "You are a professional artist creating prompts for image generation. Create realistic, artistic weather scenes featuring iconic landmarks."
-    user_message = generate_dall_e_3_prompt_request(city, weather_data, city_desc)
+    user_message = generate_image_prompt_request(city, weather_data, city_desc)
     ask_ai(system_message, user_message)
   end
 
@@ -29,13 +38,23 @@ class AiService
     ask_ai(system_message, user_message)
   end
 
-  def generate_image(prompt)
+  def generate_image(prompt, model_type = :flux)
+    case model_type
+    when :flux
+      generate_image_flux(prompt)
+    when :dalle
+      generate_image_dalle(prompt)
+    else
+      generate_image_flux(prompt) # 默认使用FLUX
+    end
+  end
+
+  def generate_image_dalle(prompt)
     response = @client.images.generate(
       parameters: {
-        model: "dall-e-3",
+        model: MODELS[:dalle],
         prompt: prompt,
         size: "1792x1024",
-        # quality: "standard",
         quality: "hd",
         n: 1
       }
@@ -44,6 +63,43 @@ class AiService
     response.dig("data", 0, "url")
   end
 
+  def generate_image_flux(prompt)
+    uri = URI(@flux_api_url)
+    http = Net::HTTP.new(uri.host, uri.port)
+    http.use_ssl = true
+
+    request = Net::HTTP::Post.new(uri)
+    request["Authorization"] = "Bearer #{@flux_token}"
+    request["Content-Type"] = "application/json"
+
+    # 生成随机种子
+    seed = rand(10000000000)
+
+    request.body = {
+      model: MODELS[:flux],
+      prompt: prompt,
+      # image_size: "1024x576",
+      image_size: "1792x1024",
+      seed: seed,
+      prompt_enhancement: false
+    }.to_json
+
+    response = http.request(request)
+
+    if response.is_a?(Net::HTTPSuccess)
+      result = JSON.parse(response.body)
+      result.dig("data", 0, "url")
+    else
+      Rails.logger.error("FLUX API error: #{response.code} - #{response.body}")
+      # 异常时回退到DALL-E
+      # generate_image_dalle(prompt)
+    end
+  rescue => e
+    Rails.logger.error("Error generating image with FLUX: #{e.message}")
+    # 异常时回退到DALL-E
+    # generate_image_dalle(prompt)
+  end
+
   private
 
   def ask_ai(system_message, user_message)
@@ -65,13 +121,13 @@ class AiService
     response.dig("choices", 0, "message", "content")
   end
 
-  def generate_dall_e_3_prompt_request(city, weather_data, city_desc)
+  def generate_image_prompt_request(city, weather_data, city_desc)
     region = city.country.region&.name || ""
     country = city.country.name || ""
     state = city.state&.name || ""
 
     <<~PROMPT
-      Generate a highly detailed and photorealistic DALL-E 3 prompt capturing a specific weather moment in #{city.name}, #{state}, #{country}, #{region}.
+      Generate a highly detailed and photorealistic image prompt capturing a specific weather moment in #{city.name}, #{state}, #{country}, #{region}.
 
       **Scene Inspiration:**
       #{city_desc}
@@ -92,7 +148,7 @@ class AiService
           - On sunny days (low #{weather_data[:cloud]}%), emphasize the brightness, warmth, contrast, and potentially lens flare for added realism.
       - **Avoid:** Do NOT produce illustrations, paintings, sketches, anime, cartoons, or overly stylized digital art. The final image must look like a real photograph.
 
-      **Output Format:** Directly output the complete, detailed DALL-E prompt string only. No introductory text, labels, or explanations.
+      **Output Format:** Directly output the complete, detailed image generation prompt string only. No introductory text, labels, or explanations.
     PROMPT
   end
 end

config/credentials.yml.enc

@@ -1 +1 @@
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