diff --git a/astrbot/core/utils/dify_api_client.py b/astrbot/core/utils/dify_api_client.py
index badf5d62b..15a6b71fb 100644
--- a/astrbot/core/utils/dify_api_client.py
+++ b/astrbot/core/utils/dify_api_client.py
@@ -1,9 +1,33 @@
+import codecs
 import json
 from astrbot.core import logger
-from aiohttp import ClientSession
+from aiohttp import ClientSession, ClientResponse
 from typing import Dict, List, Any, AsyncGenerator
 
 
+async def _stream_sse(resp: ClientResponse) -> AsyncGenerator[dict, None]:
+    decoder = codecs.getincrementaldecoder("utf-8")()
+    buffer = ""
+    async for chunk in resp.content.iter_chunked(8192):
+        buffer += decoder.decode(chunk)
+        while "\n\n" in buffer:
+            block, buffer = buffer.split("\n\n", 1)
+            if block.strip().startswith("data:"):
+                try:
+                    yield json.loads(block[5:])
+                except json.JSONDecodeError:
+                    logger.warning(f"Drop invalid dify json data: {block[5:]}")
+                    continue
+    # flush any remaining text
+    buffer += decoder.decode(b"", final=True)
+    if buffer.strip().startswith("data:"):
+        try:
+            yield json.loads(buffer[5:])
+        except json.JSONDecodeError:
+            logger.warning(f"Drop invalid dify json data: {buffer[5:]}")
+            pass
+
+
 class DifyAPIClient:
     def __init__(self, api_key: str, api_base: str = "https://api.dify.ai/v1"):
         self.api_key = api_key
@@ -33,31 +57,11 @@ class DifyAPIClient:
         ) as resp:
             if resp.status != 200:
                 text = await resp.text()
-                raise Exception(f"chat_messages 请求失败：{resp.status}. {text}")
-
-            buffer = ""
-            while True:
-                # 保持原有的8192字节限制，防止数据过大导致高水位报错
-                chunk = await resp.content.read(8192)
-                if not chunk:
-                    break
-
-                buffer += chunk.decode("utf-8")
-                blocks = buffer.split("\n\n")
-
-                # 处理完整的数据块
-                for block in blocks[:-1]:
-                    if block.strip() and block.startswith("data:"):
-                        try:
-                            json_str = block[5:]  # 移除 "data:" 前缀
-                            json_obj = json.loads(json_str)
-                            yield json_obj
-                        except json.JSONDecodeError as e:
-                            logger.error(f"JSON解析错误: {str(e)}")
-                            logger.error(f"原始数据块: {json_str}")
-
-                # 保留最后一个可能不完整的块
-                buffer = blocks[-1] if blocks else ""
+                raise Exception(
+                    f"Dify /chat-messages 接口请求失败：{resp.status}. {text}"
+                )
+            async for event in _stream_sse(resp):
+                yield event
 
     async def workflow_run(
         self,
@@ -77,31 +81,11 @@ class DifyAPIClient:
         ) as resp:
             if resp.status != 200:
                 text = await resp.text()
-                raise Exception(f"workflow_run 请求失败：{resp.status}. {text}")
-
-            buffer = ""
-            while True:
-                # 保持原有的8192字节限制，防止数据过大导致高水位报错
-                chunk = await resp.content.read(8192)
-                if not chunk:
-                    break
-
-                buffer += chunk.decode("utf-8")
-                blocks = buffer.split("\n\n")
-
-                # 处理完整的数据块
-                for block in blocks[:-1]:
-                    if block.strip() and block.startswith("data:"):
-                        try:
-                            json_str = block[5:]  # 移除 "data:" 前缀
-                            json_obj = json.loads(json_str)
-                            yield json_obj
-                        except json.JSONDecodeError as e:
-                            logger.error(f"JSON解析错误: {str(e)}")
-                            logger.error(f"原始数据块: {json_str}")
-
-                # 保留最后一个可能不完整的块
-                buffer = blocks[-1] if blocks else ""
+                raise Exception(
+                    f"Dify /workflows/run 接口请求失败：{resp.status}. {text}"
+                )
+            async for event in _stream_sse(resp):
+                yield event
 
     async def file_upload(
         self,
@@ -109,12 +93,15 @@ class DifyAPIClient:
         user: str,
     ) -> Dict[str, Any]:
         url = f"{self.api_base}/files/upload"
-        payload = {
-            "user": user,
-            "file": open(file_path, "rb"),
-        }
-        async with self.session.post(url, data=payload, headers=self.headers) as resp:
-            return await resp.json()  # {"id": "xxx", ...}
+        with open(file_path, "rb") as f:
+            payload = {
+                "user": user,
+                "file": f,
+            }
+            async with self.session.post(
+                url, data=payload, headers=self.headers
+            ) as resp:
+                return await resp.json()  # {"id": "xxx", ...}
 
     async def close(self):
         await self.session.close()