diff --git a/astrbot/core/message/components.py b/astrbot/core/message/components.py
index 7f73e5d91..7fdcf4a18 100644
--- a/astrbot/core/message/components.py
+++ b/astrbot/core/message/components.py
@@ -25,9 +25,11 @@ SOFTWARE.
 import base64
 import json
 import os
+import uuid
 import typing as T
 from enum import Enum
 from pydantic.v1 import BaseModel
+from astrbot.core.utils.io import download_image_by_url, file_to_base64
 
 
 class ComponentType(Enum):
@@ -146,6 +148,51 @@ class Record(BaseMessageComponent):
             return Record(file=url, **_)
         raise Exception("not a valid url")
 
+    async def convert_to_file_path(self) -> str:
+        """将这个语音统一转换为本地文件路径。这个方法避免了手动判断语音数据类型，直接返回语音数据的本地路径（如果是网络 URL, 则会自动进行下载）。
+
+        Returns:
+            str: 语音的本地路径，以绝对路径表示。
+        """
+        if self.file and self.file.startswith("file:///"):
+            file_path = self.file[8:]
+            return file_path
+        elif self.file and self.file.startswith("http"):
+            file_path = await download_image_by_url(self.file)
+            return os.path.abspath(file_path)
+        elif self.file and self.file.startswith("base64://"):
+            bs64_data = self.file.removeprefix("base64://")
+            image_bytes = base64.b64decode(bs64_data)
+            file_path = f"data/temp/{uuid.uuid4()}.jpg"
+            with open(file_path, "wb") as f:
+                f.write(image_bytes)
+            return os.path.abspath(file_path)
+        elif os.path.exists(self.file):
+            file_path = self.file
+            return os.path.abspath(file_path)
+        else:
+            raise Exception(f"not a valid file: {self.file}")
+
+    async def convert_to_base64(self) -> str:
+        """将语音统一转换为 base64 编码。这个方法避免了手动判断语音数据类型，直接返回语音数据的 base64 编码。
+
+        Returns:
+            str: 语音的 base64 编码，不以 base64:// 或者 data:image/jpeg;base64, 开头。
+        """
+        # convert to base64
+        if self.file and self.file.startswith("file:///"):
+            bs64_data = file_to_base64(self.file[8:])
+        elif self.file and self.file.startswith("http"):
+            file_path = await download_image_by_url(self.file)
+            bs64_data = file_to_base64(file_path)
+        elif self.file and self.file.startswith("base64://"):
+            bs64_data = self.file
+        elif os.path.exists(self.file):
+            bs64_data = file_to_base64(self.file)
+        else:
+            raise Exception(f"not a valid file: {self.file}")
+        return bs64_data
+
 
 class Video(BaseMessageComponent):
     type: ComponentType = "Video"
@@ -279,10 +326,6 @@ class Image(BaseMessageComponent):
     file_unique: T.Optional[str] = ""  # 某些平台可能有图片缓存的唯一标识
 
     def __init__(self, file: T.Optional[str], **_):
-        # for k in _.keys():
-        #     if (k == "_type" and _[k] not in ["flash", "show", None]) or \
-        #             (k == "c" and _[k] not in [2, 3]):
-        #         logger.warn(f"Protocol: {k}={_[k]} doesn't match values")
         super().__init__(file=file, **_)
 
     @staticmethod
@@ -307,6 +350,51 @@ class Image(BaseMessageComponent):
     def fromIO(IO):
         return Image.fromBytes(IO.read())
 
+    async def convert_to_file_path(self) -> str:
+        """将这个图片统一转换为本地文件路径。这个方法避免了手动判断图片数据类型，直接返回图片数据的本地路径（如果是网络 URL, 则会自动进行下载）。
+
+        Returns:
+            str: 图片的本地路径，以绝对路径表示。
+        """
+        if self.file and self.file.startswith("file:///"):
+            image_file_path = self.file[8:]
+            return image_file_path
+        elif self.file and self.file.startswith("http"):
+            image_file_path = await download_image_by_url(self.file)
+            return os.path.abspath(image_file_path)
+        elif self.file and self.file.startswith("base64://"):
+            bs64_data = self.file.removeprefix("base64://")
+            image_bytes = base64.b64decode(bs64_data)
+            image_file_path = f"data/temp/{uuid.uuid4()}.jpg"
+            with open(image_file_path, "wb") as f:
+                f.write(image_bytes)
+            return os.path.abspath(image_file_path)
+        elif os.path.exists(self.file):
+            image_file_path = self.file
+            return os.path.abspath(image_file_path)
+        else:
+            raise Exception(f"not a valid file: {self.file}")
+
+    async def convert_to_base64(self) -> str:
+        """将这个图片统一转换为 base64 编码。这个方法避免了手动判断图片数据类型，直接返回图片数据的 base64 编码。
+
+        Returns:
+            str: 图片的 base64 编码，不以 base64:// 或者 data:image/jpeg;base64, 开头。
+        """
+        # convert to base64
+        if self.file and self.file.startswith("file:///"):
+            bs64_data = file_to_base64(self.file[8:])
+        elif self.file and self.file.startswith("http"):
+            image_file_path = await download_image_by_url(self.file)
+            bs64_data = file_to_base64(image_file_path)
+        elif self.file and self.file.startswith("base64://"):
+            bs64_data = self.file
+        elif os.path.exists(self.file):
+            bs64_data = file_to_base64(self.file)
+        else:
+            raise Exception(f"not a valid file: {self.file}")
+        return bs64_data
+
 
 class Reply(BaseMessageComponent):
     type: ComponentType = "Reply"
diff --git a/astrbot/core/pipeline/process_stage/method/llm_request.py b/astrbot/core/pipeline/process_stage/method/llm_request.py
index e8246805e..210e62a7c 100644
--- a/astrbot/core/pipeline/process_stage/method/llm_request.py
+++ b/astrbot/core/pipeline/process_stage/method/llm_request.py
@@ -64,8 +64,8 @@ class LLMRequestSubStage(Stage):
             req.func_tool = self.ctx.plugin_manager.context.get_llm_tool_manager()
             for comp in event.message_obj.message:
                 if isinstance(comp, Image):
-                    image_url = comp.url if comp.url else comp.file
-                    req.image_urls.append(image_url)
+                    image_path = await comp.convert_to_file_path()
+                    req.image_urls.append(image_path)
 
             # 获取对话上下文
             conversation_id = await self.conv_manager.get_curr_conversation_id(
diff --git a/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_message_event.py b/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_message_event.py
index 57d0c4f5b..08990015e 100644
--- a/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_message_event.py
+++ b/astrbot/core/platform/sources/aiocqhttp/aiocqhttp_message_event.py
@@ -3,8 +3,6 @@ import asyncio
 from astrbot.api.event import AstrMessageEvent, MessageChain
 from astrbot.api.message_components import Plain, Image, Record, At, Node, Nodes
 from aiocqhttp import CQHttp
-from astrbot.core.utils.io import file_to_base64, download_image_by_url
-
 
 class AiocqhttpMessageEvent(AstrMessageEvent):
     def __init__(
@@ -24,18 +22,9 @@ class AiocqhttpMessageEvent(AstrMessageEvent):
                 d["data"]["text"] = segment.text.strip()
             elif isinstance(segment, (Image, Record)):
                 # convert to base64
-                if segment.file and segment.file.startswith("file:///"):
-                    bs64_data = file_to_base64(segment.file[8:])
-                    image_file_path = segment.file[8:]
-                elif segment.file and segment.file.startswith("http"):
-                    image_file_path = await download_image_by_url(segment.file)
-                    bs64_data = file_to_base64(image_file_path)
-                elif segment.file and segment.file.startswith("base64://"):
-                    bs64_data = segment.file
-                else:
-                    bs64_data = file_to_base64(segment.file)
+                bs64 = await segment.convert_to_base64()
                 d["data"] = {
-                    "file": bs64_data,
+                    "file": bs64,
                 }
             elif isinstance(segment, At):
                 d["data"] = {
diff --git a/astrbot/core/platform/sources/gewechat/gewechat_event.py b/astrbot/core/platform/sources/gewechat/gewechat_event.py
index 7668663fb..247a2a6a4 100644
--- a/astrbot/core/platform/sources/gewechat/gewechat_event.py
+++ b/astrbot/core/platform/sources/gewechat/gewechat_event.py
@@ -70,18 +70,10 @@ class GewechatPlatformEvent(AstrMessageEvent):
                 await client.post_text(**payload)
 
             elif isinstance(comp, Image):
-                img_url = comp.file
-                img_path = ""
-                if img_url.startswith("file:///"):
-                    img_path = img_url[8:]
-                elif comp.file and comp.file.startswith("http"):
-                    img_path = await download_image_by_url(comp.file)
-                else:
-                    img_path = img_url
+                img_path = await comp.convert_to_file_path()
 
-                # 检查 record_path 是否在 data/temp 目录中, record_path 可能是绝对路径
+                # 检查 record_path 是否在 data/temp 目录中
                 temp_directory = os.path.abspath("data/temp")
-                img_path = os.path.abspath(img_path)
                 if os.path.commonpath([temp_directory, img_path]) != temp_directory:
                     with open(img_path, "rb") as f:
                         img_path = save_temp_img(f.read())
@@ -93,14 +85,7 @@ class GewechatPlatformEvent(AstrMessageEvent):
             elif isinstance(comp, Record):
                 # 默认已经存在 data/temp 中
                 record_url = comp.file
-                record_path = ""
-
-                if record_url.startswith("file:///"):
-                    record_path = record_url[8:]
-                elif record_url.startswith("http"):
-                    await download_file(record_url, f"data/temp/{uuid.uuid4()}.wav")
-                else:
-                    record_path = record_url
+                record_path = await comp.convert_to_file_path()
 
                 silk_path = f"data/temp/{uuid.uuid4()}.silk"
                 try:
diff --git a/astrbot/core/platform/sources/lark/lark_adapter.py b/astrbot/core/platform/sources/lark/lark_adapter.py
index fd29b3602..1ee30c482 100644
--- a/astrbot/core/platform/sources/lark/lark_adapter.py
+++ b/astrbot/core/platform/sources/lark/lark_adapter.py
@@ -2,6 +2,7 @@ import base64
 import asyncio
 import json
 import re
+import astrbot.api.message_components as Comp
 
 from astrbot.api.platform import (
     Platform,
@@ -11,7 +12,6 @@ from astrbot.api.platform import (
     PlatformMetadata,
 )
 from astrbot.api.event import MessageChain
-from astrbot.api.message_components import Image, Plain, At
 from astrbot.core.platform.astr_message_event import MessageSesion
 from .lark_event import LarkMessageEvent
 from ...register import register_platform_adapter
@@ -92,7 +92,7 @@ class LarkPlatformAdapter(Platform):
         at_list = {}
         if message.mentions:
             for m in message.mentions:
-                at_list[m.key] = At(qq=m.id.open_id, name=m.name)
+                at_list[m.key] = Comp.At(qq=m.id.open_id, name=m.name)
                 if m.name == self.bot_name:
                     abm.self_id = m.id.open_id
 
@@ -111,7 +111,7 @@ class LarkPlatformAdapter(Platform):
                 if s in at_list:
                     abm.message.append(at_list[s])
                 else:
-                    abm.message.append(Plain(parts[i].strip()))
+                    abm.message.append(Comp.Plain(parts[i].strip()))
         elif message.message_type == "post":
             _ls = []
 
@@ -132,7 +132,7 @@ class LarkPlatformAdapter(Platform):
                 if comp["tag"] == "at":
                     abm.message.append(at_list[comp["user_id"]])
                 elif comp["tag"] == "text" and comp["text"].strip():
-                    abm.message.append(Plain(comp["text"].strip()))
+                    abm.message.append(Comp.Plain(comp["text"].strip()))
                 elif comp["tag"] == "img":
                     image_key = comp["image_key"]
                     request = (
@@ -147,10 +147,10 @@ class LarkPlatformAdapter(Platform):
                         logger.error(f"无法下载飞书图片: {image_key}")
                     image_bytes = response.file.read()
                     image_base64 = base64.b64encode(image_bytes).decode()
-                    abm.message.append(Image.fromBase64(image_base64))
+                    abm.message.append(Comp.Image.fromBase64(image_base64))
 
         for comp in abm.message:
-            if isinstance(comp, Plain):
+            if isinstance(comp, Comp.Plain):
                 abm.message_str += comp.text
         abm.message_id = message.message_id
         abm.raw_message = message
diff --git a/astrbot/core/platform/sources/telegram/tg_event.py b/astrbot/core/platform/sources/telegram/tg_event.py
index a8a04e2e1..d19017a4f 100644
--- a/astrbot/core/platform/sources/telegram/tg_event.py
+++ b/astrbot/core/platform/sources/telegram/tg_event.py
@@ -51,19 +51,8 @@ class TelegramPlatformEvent(AstrMessageEvent):
                     at_flag = True
                 await client.send_message(text=i.text, **payload)
             elif isinstance(i, Image):
-                if i.path:
-                    image_path = i.path
-                else:
-                    image_path = i.file
-
-                if image_path.startswith("base64://"):
-                    import base64
-
-                    base64_data = image_path[9:]
-                    image_bytes = base64.b64decode(base64_data)
-                    await client.send_photo(photo=image_bytes, **payload)
-                else:
-                    await client.send_photo(photo=image_path, **payload)
+                image_path = await i.convert_to_file_path()
+                await client.send_photo(photo=image_path, **payload)
             elif isinstance(i, File):
                 if i.file.startswith("https://"):
                     path = "data/temp/" + i.name
@@ -72,7 +61,8 @@ class TelegramPlatformEvent(AstrMessageEvent):
 
                 await client.send_document(document=i.file, filename=i.name, **payload)
             elif isinstance(i, Record):
-                await client.send_voice(voice=i.file, **payload)
+                path = await i.convert_to_file_path()
+                await client.send_voice(voice=path, **payload)
 
     async def send(self, message: MessageChain):
         if self.get_message_type() == MessageType.GROUP_MESSAGE:
diff --git a/astrbot/core/platform/sources/wecom/wecom_event.py b/astrbot/core/platform/sources/wecom/wecom_event.py
index 83e99b5c4..c6f8d6ef6 100644
--- a/astrbot/core/platform/sources/wecom/wecom_event.py
+++ b/astrbot/core/platform/sources/wecom/wecom_event.py
@@ -43,14 +43,7 @@ class WecomPlatformEvent(AstrMessageEvent):
                     message_obj.self_id, message_obj.session_id, comp.text
                 )
             elif isinstance(comp, Image):
-                img_url = comp.file
-                img_path = ""
-                if img_url.startswith("file:///"):
-                    img_path = img_url[8:]
-                elif comp.file and comp.file.startswith("http"):
-                    img_path = await download_image_by_url(comp.file)
-                else:
-                    img_path = img_url
+                img_path = await comp.convert_to_file_path()
 
                 with open(img_path, "rb") as f:
                     try:
@@ -68,16 +61,7 @@ class WecomPlatformEvent(AstrMessageEvent):
                         response["media_id"],
                     )
             elif isinstance(comp, Record):
-                record_url = comp.file
-                record_path = ""
-
-                if record_url.startswith("file:///"):
-                    record_path = record_url[8:]
-                elif record_url.startswith("http"):
-                    await download_file(record_url, f"data/temp/{uuid.uuid4()}.wav")
-                else:
-                    record_path = record_url
-
+                record_path = await comp.convert_to_file_path()
                 # 转成amr
                 record_path_amr = f"data/temp/{uuid.uuid4()}.amr"
                 pydub.AudioSegment.from_wav(record_path).export(
diff --git a/astrbot/core/provider/sources/dify_source.py b/astrbot/core/provider/sources/dify_source.py
index b59cc16b7..8b5890c28 100644
--- a/astrbot/core/provider/sources/dify_source.py
+++ b/astrbot/core/provider/sources/dify_source.py
@@ -33,7 +33,6 @@ class ProviderDify(Provider):
         if not self.api_key:
             raise Exception("Dify API Key 不能为空。")
         api_base = provider_config.get("dify_api_base", "https://api.dify.ai/v1")
-        self.api_client = DifyAPIClient(self.api_key, api_base)
         self.api_type = provider_config.get("dify_api_type", "")
         if not self.api_type:
             raise Exception("Dify API 类型不能为空。")
@@ -55,6 +54,8 @@ class ProviderDify(Provider):
         self.conversation_ids = {}
         """记录当前 session id 的对话 ID"""
 
+        self.api_client = DifyAPIClient(self.api_key, api_base)
+
     async def text_chat(
         self,
         prompt: str,
@@ -70,26 +71,27 @@ class ProviderDify(Provider):
 
         files_payload = []
         for image_url in image_urls:
-            if image_url.startswith("http"):
-                image_path = await download_image_by_url(image_url)
-                file_response = await self.api_client.file_upload(
-                    image_path, user=session_id
+            image_path = (
+                await download_image_by_url(image_url)
+                if image_url.startswith("http")
+                else image_url
+            )
+            file_response = await self.api_client.file_upload(
+                image_path, user=session_id
+            )
+            logger.debug(f"Dify 上传图片响应：{file_response}")
+            if "id" not in file_response:
+                logger.warning(
+                    f"上传图片后得到未知的 Dify 响应：{file_response}，图片将忽略。"
                 )
-                if "id" not in file_response:
-                    logger.warning(
-                        f"上传图片后得到未知的 Dify 响应：{file_response}，图片将忽略。"
-                    )
-                    continue
-                files_payload.append(
-                    {
-                        "type": "image",
-                        "transfer_method": "local_file",
-                        "upload_file_id": file_response["id"],
-                    }
-                )
-            else:
-                # TODO: 处理更多情况
-                logger.warning(f"未知的图片链接：{image_url}，图片将忽略。")
+                continue
+            files_payload.append(
+                {
+                    "type": "image",
+                    "transfer_method": "local_file",
+                    "upload_file_id": file_response["id"],
+                }
+            )
 
         # 获得会话变量
         payload_vars = self.variables.copy()
diff --git a/astrbot/dashboard/routes/config.py b/astrbot/dashboard/routes/config.py
index 443a544bb..088c999f9 100644
--- a/astrbot/dashboard/routes/config.py
+++ b/astrbot/dashboard/routes/config.py
@@ -31,7 +31,6 @@ def validate_config(
 
     def validate(data: dict, metadata: dict = schema, path=""):
         for key, value in data.items():
-            print(key, value)
             if key not in metadata:
                 # 无 schema 的配置项，执行类型猜测
                 if isinstance(value, str):