diff --git a/lua/avante/clipboard.lua b/lua/avante/clipboard.lua
index 9b85ab3..d0d5ce6 100644
--- a/lua/avante/clipboard.lua
+++ b/lua/avante/clipboard.lua
@@ -45,13 +45,19 @@ M.paste_image = function(line)
     return false
   end
 
-  return ImgClip.paste_image({
+  local opts = {
     dir_path = paste_directory:absolute(),
     prompt_for_file_name = false,
     filetypes = {
       AvanteInput = { url_encode_path = true, template = "\nimage: $FILE_PATH\n" },
     },
-  }, line)
+  }
+
+  if vim.fn.has("wsl") > 0 or vim.fn.has("win32") > 0 then
+    opts.use_absolute_path = true
+  end
+
+  return ImgClip.paste_image(opts, line)
 end
 
 ---@param filepath string
diff --git a/lua/avante/providers/azure.lua b/lua/avante/providers/azure.lua
index 851c30f..bfd9c71 100644
--- a/lua/avante/providers/azure.lua
+++ b/lua/avante/providers/azure.lua
@@ -13,14 +13,7 @@ local M = {}
 
 M.api_key_name = "AZURE_OPENAI_API_KEY"
 
-M.parse_message = function(opts)
-  local user_content = O.get_user_message(opts)
-  return {
-    { role = "system", content = opts.system_prompt },
-    { role = "user", content = user_content },
-  }
-end
-
+M.parse_message = O.parse_message
 M.parse_response = O.parse_response
 
 M.parse_curl_args = function(provider, code_opts)