diff --git a/lightllm/server/api_models.py b/lightllm/server/api_models.py
index e194a24d0..40672280f 100644
--- a/lightllm/server/api_models.py
+++ b/lightllm/server/api_models.py
@@ -10,10 +10,15 @@ class ImageURL(BaseModel):
     url: str
 
 
+class AudioURL(BaseModel):
+    url: str
+
+
 class MessageContent(BaseModel):
     type: str
     text: Optional[str] = None
     image_url: Optional[ImageURL] = None
+    audio_url: Optional[AudioURL] = None
 
 
 class Message(BaseModel):
diff --git a/lightllm/server/api_openai.py b/lightllm/server/api_openai.py
index d6a9c789a..eacd8d67f 100644
--- a/lightllm/server/api_openai.py
+++ b/lightllm/server/api_openai.py
@@ -174,7 +174,7 @@ async def chat_completions_impl(request: ChatCompletionRequest, raw_request: Req
 
     created_time = int(time.time())
 
-    multimodal_params_dict = {"images": []}
+    multimodal_params_dict = {"images": [], "audios": []}
     for message in request.messages:
         if isinstance(message.content, list):
             texts = []
@@ -197,6 +197,19 @@ async def chat_completions_impl(request: ChatCompletionRequest, raw_request: Req
                         raise ValueError(
                             "Unrecognized image input. Supports local path, http url, base64, and PIL.Image."
                         )
+                elif content.type == "audio_url" and content.audio_url is not None:
+                    audio = content.audio_url.url
+                    if audio.startswith("http://") or audio.startswith("https://"):
+                        multimodal_params_dict["audios"].append({"type": "url", "data": audio})
+                    elif audio.startswith("data:audio"):
+                        data_str = audio.split(";", 1)[1]
+                        if data_str.startswith("base64,"):
+                            data = data_str[7:]
+                            multimodal_params_dict["audios"].append({"type": "base64", "data": data})
+                        else:
+                            raise ValueError("Unrecognized audio input.")
+                    else:
+                        raise ValueError("Unrecognized audio input. Supports local path, http url, base64.")
 
     tools = None
     if request.tools and request.tool_choice != "none":
diff --git a/lightllm/server/build_prompt.py b/lightllm/server/build_prompt.py
index f770459a5..7f16d519a 100644
--- a/lightllm/server/build_prompt.py
+++ b/lightllm/server/build_prompt.py
@@ -1,9 +1,15 @@
+import os
+import json
+from lightllm.server.tokenizer import get_tokenizer
+from lightllm.utils.log_utils import init_logger
+
+logger = init_logger(__name__)
+
 tokenizer = None
 
 
 def init_tokenizer(args):
     global tokenizer
-    from lightllm.server.tokenizer import get_tokenizer
 
     tokenizer = get_tokenizer(args.model_dir, args.tokenizer_mode, trust_remote_code=args.trust_remote_code)
     chat_path = args.chat_template
@@ -11,6 +17,29 @@ def init_tokenizer(args):
         with open(chat_path, "r", encoding="utf-8") as f:
             chat_template_str = f.read()
         tokenizer.chat_template = chat_template_str
+        return
+
+    # 如果 tokenizer 目录下存在chat_template.json， 同时不存在 chat_template.jinja,
+    # 则加载其并赋值给tokenizer 的 chat_template 对象。
+    if not os.path.exists(os.path.join(args.model_dir, "chat_template.jinja")) and os.path.exists(
+        os.path.join(args.model_dir, "chat_template.json")
+    ):
+        default_chat_template_path = os.path.join(args.model_dir, "chat_template.json")
+        try:
+            with open(default_chat_template_path, "r", encoding="utf-8") as f:
+                template_data = json.load(f)
+                if "chat_template" in template_data:
+                    # Set it directly on the tokenizer object so apply_chat_template can use it
+                    if hasattr(tokenizer, "tokenizer"):
+                        # 多模态 tokenizer
+                        tokenizer.tokenizer.chat_template = template_data["chat_template"]
+                    else:
+                        tokenizer.chat_template = template_data["chat_template"]
+
+                    logger.info(f"Loaded chat_template.json from {default_chat_template_path}")
+        except Exception as e:
+            logger.warning(f"Failed to load chat_template.json from {default_chat_template_path}: {e}")
+    return
 
 
 async def build_prompt(request, tools) -> str:
diff --git a/lightllm/server/multimodal_params.py b/lightllm/server/multimodal_params.py
index d957c7649..09a07455b 100644
--- a/lightllm/server/multimodal_params.py
+++ b/lightllm/server/multimodal_params.py
@@ -67,6 +67,15 @@ def to_dict(self):
         ret["start_index_in_embed_cache"] = self.start_index_in_embed_cache
         return ret
 
+    def to_origin_dict(self):
+        """
+        将内容转换为原始请求的形式，主要用于请求转发
+        """
+        ret = {}
+        ret["type"] = self._type
+        ret["data"] = self._data
+        return ret
+
 
 class ImageItem:
     def __init__(self, **kwargs):
@@ -173,4 +182,5 @@ def to_origin_dict(self):
         """
         ret = {}
         ret["images"] = [i.to_origin_dict() for i in self.images]
+        ret["audios"] = [a.to_origin_dict() for a in self.audios]
         return ret