feat(workflow,app): add MIME-based file handling and HTTP response files

api/Dockerfile

@@ -45,7 +45,8 @@ RUN --mount=type=cache,id=mem_apt,target=/var/cache/apt,sharing=locked \
     apt install -y libpython3-dev libgtk-4-1 libnss3 xdg-utils libgbm-dev && \
     apt install -y libjemalloc-dev && \
     apt install -y python3-pip pipx nginx unzip curl wget git vim less && \
-    apt install -y ghostscript
+    apt install -y ghostscript && \
+    apt install -y libmagic1
 
 RUN if [ "$NEED_MIRROR" == "1" ]; then \
         pip3 config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple && \

api/app/core/workflow/nodes/base_node.py

@@ -1,5 +1,6 @@
 import asyncio
 import logging
+import uuid
 from abc import ABC, abstractmethod
 from datetime import datetime
 from functools import cached_property
@@ -643,15 +644,18 @@ class BaseNode(ABC):
                 return content.content_cache[provider]
             with get_db_read() as db:
                 multimodel_service = MultimodalService(db, provider, is_omni=is_omni)
-                message = await multimodel_service.process_files(
-                    [FileInput.model_construct(
+                file_obj = FileInput(
                     type=content.type,
                     url=content.url,
                     transfer_method=content.transfer_method,
-                        file_type=content.origin_file_type,
-                        upload_file_id=content.file_id
-                    )]
+                    origin_file_type=content.origin_file_type,
+                    upload_file_id=uuid.UUID(content.file_id) if content.file_id else None,
                 )
+                file_obj.set_content(content.get_content())
+                message = await multimodel_service.process_files(
+                    [file_obj]
+                )
+                content.set_content(file_obj.get_content())
                 if message:
                     content.content_cache[provider] = message
                     return message

api/app/core/workflow/nodes/http_request/config.py

@@ -4,6 +4,7 @@ from pydantic import Field, BaseModel, field_validator
 
 from app.core.workflow.nodes.base_config import BaseNodeConfig
 from app.core.workflow.nodes.enums import HttpRequestMethod, HttpAuthType, HttpContentType, HttpErrorHandle
+from app.core.workflow.variable.base_variable import FileObject
 
 
 class HttpAuthConfig(BaseModel):
@@ -260,6 +261,11 @@ class HttpRequestNodeOutput(BaseModel):
         description="Http response headers"
     )
 
+    files: list[FileObject] = Field(
+        default_factory=list,
+        description="List of files",
+    )
+
     output: str = Field(
         default="SUCCESS",
         description="HTTP response body",

api/app/core/workflow/nodes/http_request/node.py

@@ -1,24 +1,146 @@
 import asyncio
 import json
 import logging
+import mimetypes
 import uuid
+import imghdr
+from email.message import Message
 from typing import Any, Callable, Coroutine
 
 import httpx
-# import filetypes # TODO: File support (Feature)
 from httpx import AsyncClient, Response, Timeout
+import magic
 
 from app.core.workflow.engine.state_manager import WorkflowState
 from app.core.workflow.engine.variable_pool import VariablePool
 from app.core.workflow.nodes.base_node import BaseNode
 from app.core.workflow.nodes.enums import HttpRequestMethod, HttpErrorHandle, HttpAuthType, HttpContentType
 from app.core.workflow.nodes.http_request.config import HttpRequestNodeConfig, HttpRequestNodeOutput
-from app.core.workflow.variable.base_variable import VariableType
+from app.core.workflow.utils.file_processer import mime_to_file_type
+from app.core.workflow.variable.base_variable import VariableType, FileObject
 from app.core.workflow.variable.variable_objects import FileVariable, ArrayVariable
+from app.schemas import FileType, TransferMethod
 
 logger = logging.getLogger(__file__)
 
 
+class HttpResponse:
+    def __init__(self, response: httpx.Response):
+        self.response = response
+        self.headers = dict(response.headers)
+
+        self._is_file: bool | None = None
+
+    @property
+    def content_type(self) -> str:
+        return self.headers.get("content-type", "")
+
+    @property
+    def content_disposition(self) -> Message | None:
+        content_disposition = self.headers.get("content-disposition", "")
+        if content_disposition:
+            msg = Message()
+            msg["content-disposition"] = content_disposition
+            return msg
+        return None
+
+    @property
+    def is_file(self) -> bool:
+        if self._is_file is not None:
+            return self._is_file
+        content_type = self.content_type.split(";")[0].strip().lower()
+
+        parsed_content_disposition = self.content_disposition
+        if parsed_content_disposition:
+            disp_type = parsed_content_disposition.get_content_disposition()
+            filename = parsed_content_disposition.get_filename()
+            if disp_type == "attachment" or filename:
+                self._is_file = True
+                return True
+
+        if content_type.startswith("text/") and "csv" not in content_type:
+            return False
+
+        if content_type.startswith("application/"):
+            if any(
+                    text_type in content_type
+                    for text_type in {"json", "xml", "javascript", "x-www-form-urlencoded", "yaml", "graphql"}
+            ):
+                self._is_file = False
+                return False
+            try:
+                content_sample = self.response.content[:1024]
+                content_sample.decode("utf-8")
+                text_markers = (b"{", b"[", b"<", b"function", b"var ", b"const ", b"let ")
+                if any(marker in content_sample for marker in text_markers):
+                    return False
+            except UnicodeDecodeError:
+                self._is_file = True
+                return True
+
+        main_type, _ = mimetypes.guess_type("dummy" + (mimetypes.guess_extension(content_type) or ""))
+        if main_type:
+            self._is_file = main_type.split("/")[0] in ("application", "image", "audio", "video")
+            return self._is_file
+        self._is_file = any(media_type in content_type for media_type in ("image/", "audio/", "video/"))
+        return self._is_file
+
+    @property
+    def is_image(self):
+        if self.is_file:
+            kind = imghdr.what(None, h=self.response.content)
+            return kind is not None
+        return False
+
+    @property
+    def url(self) -> str:
+        return str(self.response.url)
+
+    @property
+    def body(self) -> str:
+        if self.is_file:
+            return f"{'!' if self.is_image else ''}[file]({self.url})"
+        return self.response.text
+
+    @staticmethod
+    def get_file_type(file_bytes) -> tuple[FileType | None, str | None]:
+        mime = magic.from_buffer(file_bytes, mime=True)
+
+        if mime.startswith("image"):
+            return FileType.IMAGE, mime
+        elif mime.startswith("video"):
+            return FileType.VIDEO, mime
+        elif mime.startswith("audio"):
+            return FileType.AUDIO, mime
+        elif mime in ["application/pdf",
+                      "application/msword",
+                      "application/vnd.openxmlformats-officedocument.wordprocessingml.document",
+                      "application/vnd.ms-excel",
+                      "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+                      "text/plain"]:
+            return FileType.DOCUMENT, mime
+        return None, None
+
+    @property
+    def files(self) -> list[FileObject]:
+        file_type, mime_type = self.get_file_type(self.response.content)
+        origin_file_type = mime_to_file_type(mime_type)
+        if self.is_file and file_type and origin_file_type:
+            file_obj = FileObject(
+                type=file_type,
+                url=self.url,
+                transfer_method=TransferMethod.REMOTE_URL.value,
+                origin_file_type=origin_file_type,
+                file_id=None,
+                is_file=True
+            )
+            file_obj.set_content(self.response.content)
+            return [
+                file_obj
+            ]
+        return []
+
+
 class HttpRequestNode(BaseNode):
     """
     HTTP Request Workflow Node.
@@ -44,6 +166,7 @@ class HttpRequestNode(BaseNode):
             "body": VariableType.STRING,
             "status_code": VariableType.NUMBER,
             "headers": VariableType.OBJECT,
+            "files": VariableType.ARRAY_FILE,
             "output": VariableType.STRING
         }
 
@@ -232,10 +355,12 @@ class HttpRequestNode(BaseNode):
                     )
                     resp.raise_for_status()
                     logger.info(f"Node {self.node_id}: HTTP request succeeded")
+                    response = HttpResponse(resp)
                     return HttpRequestNodeOutput(
-                        body=resp.text,
+                        body=response.body,
                         status_code=resp.status_code,
                         headers=resp.headers,
+                        files=response.files
                     ).model_dump()
                 except (httpx.HTTPStatusError, httpx.RequestError) as e:
                     logger.error(f"HTTP request node exception: {e}")

api/app/core/workflow/utils/file_processer.py

@@ -0,0 +1,56 @@
+# -*- coding: UTF-8 -*-
+# Author: Eternity
+# @Email: 1533512157@qq.com
+# @Time : 2026/3/10 13:36
+TRANSFORM_FILE_TYPE = {
+    'text/plain': 'document/text',
+    'text/markdown': 'document/markdown',
+    'text/x-markdown': 'document/x-markdown',
+
+    'application/pdf': 'document/pdf',
+
+    'application/msword': 'document/doc',
+    'application/vnd.openxmlformats-officedocument.wordprocessingml.document': 'document/docx',
+
+    'application/vnd.ms-powerpoint': 'document/ppt',
+    'application/vnd.openxmlformats-officedocument.presentationml.presentation': 'document/pptx',
+}
+ALLOWED_FILE_TYPES = [
+    'text/plain',
+    'text/markdown',
+    'text/x-markdown',
+    'application/pdf',
+    'application/msword',
+    'application/vnd.openxmlformats-officedocument.wordprocessingml.document',
+    'application/vnd.ms-powerpoint',
+    'application/vnd.openxmlformats-officedocument.presentationml.presentation',
+    'image/jpg',
+    'image/jpeg',
+    'image/png',
+    'image/gif',
+    'image/bmp',
+    'image/webp',
+    'image/svg+xml',
+    'video/mp4',
+    'video/quicktime',
+    'video/x-msvideo',
+    'video/x-matroska',
+    'video/webm',
+    'video/x-flv',
+    'video/x-ms-wmv',
+    'audio/mpeg',
+    'audio/wav',
+    'audio/ogg',
+    'audio/aac',
+    'audio/flac',
+    'audio/mp4',
+    'audio/x-ms-wma',
+    'audio/x-m4a',
+]
+
+
+def mime_to_file_type(mime_type):
+    if mime_type not in ALLOWED_FILE_TYPES:
+        return None
+
+    return TRANSFORM_FILE_TYPE.get(mime_type, mime_type)

api/app/core/workflow/variable/base_variable.py

@@ -114,9 +114,16 @@ class FileObject(BaseModel):
     file_id: str | None
 
     content_cache: dict = Field(default_factory=dict)
-
     is_file: bool
 
+    _byte_content: bytes | None = None
+
+    def get_content(self):
+        return self._byte_content
+
+    def set_content(self, byte_content):
+        self._byte_content = byte_content
+
 
 class BaseVariable(ABC):
     """Abstract base class for all workflow variables.

api/app/schemas/app_schema.py

@@ -45,11 +45,19 @@ class FileInput(BaseModel):
     url: Optional[str] = Field(None, description="远程URL（remote_url时必填）")
     file_type: Optional[str] = Field(None, description="具体文件格式（如image/jpg、audio/wav、document/docx、video/mp4）")
 
+    _content = None
+
     def __init__(self, **data):
         if "type" in data:
             data['file_type'] = data['type']
         super().__init__(**data)
 
+    def set_content(self, content: bytes):
+        self._content = content
+
+    def get_content(self) -> bytes | None:
+        return self._content
+
     @field_validator("type", mode="before")
     @classmethod
     def validate_type(cls, v):

api/app/services/multimodal_service.py

@@ -8,32 +8,42 @@
 - Bedrock/Anthropic: 仅支持 base64 格式
 - OpenAI: 支持 URL 和 base64 格式
 """
-import uuid
-import httpx
 import base64
-from typing import List, Dict, Any, Optional
-from abc import ABC, abstractmethod
-from sqlalchemy.orm import Session
-from docx import Document
 import io
-import PyPDF2
+from abc import ABC, abstractmethod
+from typing import List, Dict, Any, Optional
+
+import PyPDF2
+import httpx
+import magic
+from docx import Document
+from sqlalchemy.orm import Session
 
-from app.core.logging_config import get_business_logger
-from app.core.exceptions import BusinessException
-from app.core.error_codes import BizCode
-from app.schemas.app_schema import FileInput, FileType, TransferMethod
-from app.models.file_metadata_model import FileMetadata
 from app.core.config import settings
+from app.core.error_codes import BizCode
+from app.core.exceptions import BusinessException
+from app.core.logging_config import get_business_logger
+from app.models.file_metadata_model import FileMetadata
+from app.schemas.app_schema import FileInput, FileType, TransferMethod
 from app.services.audio_transcription_service import AudioTranscriptionService
 
 logger = get_business_logger()
 
+TEXT_MIME = ['text/plain', 'text/x-markdown']
+PDF_MIME = ['application/pdf']
+DOC_MIME = [
+    'application/msword',
+    'application/vnd.openxmlformats-officedocument.wordprocessingml.document'
+]
+
 
 class MultimodalFormatStrategy(ABC):
     """多模态格式策略基类"""
+    def __init__(self, file: FileInput):
+        self.file = file
 
     @abstractmethod
-    async def format_image(self, url: str) -> Dict[str, Any]:
+    async def format_image(self, url: str, content: bytes | None = None) -> Dict[str, Any]:
         """格式化图片"""
         pass
 
@@ -43,7 +53,7 @@ class MultimodalFormatStrategy(ABC):
         pass
 
     @abstractmethod
-    async def format_audio(self, file_type: str, url: str) -> Dict[str, Any]:
+    async def format_audio(self, file_type: str, url: str, content: bytes | None = None) -> Dict[str, Any]:
         """格式化音频"""
         pass
 
@@ -56,7 +66,7 @@ class MultimodalFormatStrategy(ABC):
 class DashScopeFormatStrategy(MultimodalFormatStrategy):
     """通义千问策略"""
 
-    async def format_image(self, url: str) -> Dict[str, Any]:
+    async def format_image(self, url: str, content: bytes | None = None) -> Dict[str, Any]:
         """通义千问图片格式：{"type": "image", "image": "url"}"""
         return {
             "type": "image",
@@ -70,7 +80,13 @@ class DashScopeFormatStrategy(MultimodalFormatStrategy):
             "text": f"<document name=\"{file_name}\">\n{text}\n</document>"
         }
 
-    async def format_audio(self, file_type: str, url: str, transcription: Optional[str] = None) -> Dict[str, Any]:
+    async def format_audio(
+            self,
+            file_type: str,
+            url: str,
+            content: bytes | None = None,
+            transcription: Optional[str] = None
+    ) -> Dict[str, Any]:
         """
         通义千问音频格式
         - 原生支持: qwen-audio 系列
@@ -98,33 +114,26 @@ class DashScopeFormatStrategy(MultimodalFormatStrategy):
 class BedrockFormatStrategy(MultimodalFormatStrategy):
     """Bedrock/Anthropic 策略"""
 
-    async def format_image(self, url: str) -> Dict[str, Any]:
+    async def format_image(self, url: str, content: bytes | None = None) -> Dict[str, Any]:
         """
         Bedrock/Anthropic 格式: base64 编码
         {"type": "image", "source": {"type": "base64", "media_type": "...", "data": "..."}}
         """
-        from mimetypes import guess_type
 
         logger.info(f"下载并编码图片: {url}")
 
         # 下载图片
+        if content is None:
             async with httpx.AsyncClient(timeout=30.0) as client:
                 response = await client.get(url)
                 response.raise_for_status()
-
-            # 获取图片数据
-            image_data = response.content
+                content = response.content
+                self.file.set_content(content)
 
             # 确定 media type
-            content_type = response.headers.get("content-type")
-            if content_type and content_type.startswith("image/"):
-                media_type = content_type
-            else:
-                guessed_type, _ = guess_type(url)
-                media_type = guessed_type if guessed_type and guessed_type.startswith("image/") else "image/jpeg"
-
-            # 转换为 base64
-            base64_data = base64.b64encode(image_data).decode("utf-8")
+        content_type = magic.from_buffer(content, mime=True)
+        media_type = content_type if content_type.startswith("image/") else "image/jpeg"
+        base64_data = base64.b64encode(content).decode("utf-8")
 
         logger.info(f"图片编码完成: media_type={media_type}, size={len(base64_data)}")
 
@@ -152,7 +161,12 @@ class BedrockFormatStrategy(MultimodalFormatStrategy):
             }
         }
 
-    async def format_audio(self, file_type: str, url: str, transcription: Optional[str] = None) -> Dict[str, Any]:
+    async def format_audio(
+            self, file_type: str,
+            url: str,
+            content: bytes | None = None,
+            transcription: Optional[str] = None
+    ) -> Dict[str, Any]:
         """
         Bedrock/Anthropic 音频格式
         不支持原生音频，必须转录为文本
@@ -178,7 +192,7 @@ class BedrockFormatStrategy(MultimodalFormatStrategy):
 class OpenAIFormatStrategy(MultimodalFormatStrategy):
     """OpenAI 策略"""
 
-    async def format_image(self, url: str) -> Dict[str, Any]:
+    async def format_image(self, url: str, content: bytes | None = None) -> Dict[str, Any]:
         """OpenAI 格式: {"type": "image_url", "image_url": {"url": "..."}}"""
         return {
             "type": "image_url",
@@ -194,7 +208,13 @@ class OpenAIFormatStrategy(MultimodalFormatStrategy):
             "text": f"<document name=\"{file_name}\">\n{text}\n</document>"
         }
 
-    async def format_audio(self, file_type: str, url: str, transcription: Optional[str] = None) -> Dict[str, Any]:
+    async def format_audio(
+            self,
+            file_type: str,
+            url: str,
+            content: bytes | None = None,
+            transcription: Optional[str] = None
+    ) -> Dict[str, Any]:
         """
         OpenAI 音频格式
         - gpt-4o-audio 系列支持原生音频（需要 base64 编码）
@@ -208,17 +228,21 @@ class OpenAIFormatStrategy(MultimodalFormatStrategy):
 
         # OpenAI 音频需要 base64 编码
         try:
+            audio_data = content
+            if content is None:
                 async with httpx.AsyncClient(timeout=30.0) as client:
                     response = await client.get(url)
                     response.raise_for_status()
                     audio_data = response.content
+                    self.file.set_content(audio_data)
             base64_audio = base64.b64encode(audio_data).decode('utf-8')
+
             # 1. 优先从 file_type (MIME) 取扩展名
             file_ext = file_type.split('/')[-1] if file_type and '/' in file_type else None
             # 2. 从响应头 content-type 取
             if not file_ext:
-                    ct = response.headers.get("content-type", "")
-                    file_ext = ct.split('/')[-1].split(';')[0].strip() if '/' in ct else None
+                content_type = magic.from_buffer(audio_data, mime=True)
+                file_ext = content_type.split('/')[-1].split(';')[0].strip() if '/' in content_type else None
             # 3. 从 URL 路径取扩展名
             if not file_ext:
                 file_ext = url.split('?')[0].rsplit('.', 1)[-1].lower() or None
@@ -262,7 +286,8 @@ PROVIDER_STRATEGIES = {
 class MultimodalService:
     """多模态文件处理服务"""
 
-    def __init__(self, db: Session, provider: str = "dashscope", api_key: Optional[str] = None, enable_audio_transcription: bool = False, is_omni: bool = False):
+    def __init__(self, db: Session, provider: str = "dashscope", api_key: Optional[str] = None,
+                 enable_audio_transcription: bool = False, is_omni: bool = False):
         """
         初始化多模态服务
         
@@ -305,10 +330,9 @@ class MultimodalService:
                 logger.warning(f"未找到 provider '{self.provider}' 的策略，使用默认策略")
                 strategy_class = DashScopeFormatStrategy
 
-        strategy = strategy_class()
-
         result = []
         for idx, file in enumerate(files):
+            strategy = strategy_class(file)
             try:
                 if file.type == FileType.IMAGE:
                     content = await self._process_image(file, strategy)
@@ -355,7 +379,7 @@ class MultimodalService:
         """
         try:
             url = await self.get_file_url(file)
-            return await strategy.format_image(url)
+            return await strategy.format_image(url, content=file.get_content())
         except Exception as e:
             logger.error(f"处理图片失败: {e}", exc_info=True)
             return {
@@ -415,11 +439,13 @@ class MultimodalService:
             # 远程文档暂不支持提取
             return {
                 "type": "text",
-                "text": f"<document url=\"{file.url}\">\n[远程文档，暂不支持内容提取]\n</document>"
+                "text": f"<document url=\"{file.url}\">\n{await self._extract_document_text(file)}\n</document>"
             }
         else:
             # 本地文件，提取文本内容
-            text = await self._extract_document_text(file.upload_file_id)
+            server_url = settings.FILE_LOCAL_SERVER_URL
+            file.url = f"{server_url}/storage/permanent/{file.upload_file_id}"
+            text = await self._extract_document_text(file)
             file_metadata = self.db.query(FileMetadata).filter(
                 FileMetadata.id == file.upload_file_id
             ).first()
@@ -454,7 +480,7 @@ class MultimodalService:
                 else:
                     logger.warning(f"Provider {self.provider} 不支持音频转文本")
 
-            return await strategy.format_audio(file.file_type, url, transcription)
+            return await strategy.format_audio(file.file_type, url, file.get_content(), transcription)
         except Exception as e:
             logger.error(f"处理音频失败: {e}", exc_info=True)
             return {
@@ -500,8 +526,6 @@ class MultimodalService:
             return file.url
         else:
             file_id = file.upload_file_id
-            print("="*50)
-            print("file_id",file_id)
 
             # 查询 FileMetadata
             file_metadata = self.db.query(FileMetadata).filter(
@@ -519,66 +543,44 @@ class MultimodalService:
             server_url = settings.FILE_LOCAL_SERVER_URL
             return f"{server_url}/storage/permanent/{file_id}"
 
-    async def _extract_document_text(self, file_id: uuid.UUID) -> str:
+    async def _extract_document_text(self, file: FileInput) -> str:
         """
         提取文档文本内容
         
         Args:
-            file_id: 文件ID
+            file: 文件输入
             
         Returns:
             str: 提取的文本内容
         """
-        file_metadata = self.db.query(FileMetadata).filter(
-            FileMetadata.id == file_id,
-            FileMetadata.status == "completed"
-        ).first()
-
-        if not file_metadata:
-            raise BusinessException(
-                f"文件不存在或已删除: {file_id}",
-                BizCode.NOT_FOUND
-            )
-
-        file_ext = file_metadata.file_ext.lower()
-        server_url = settings.FILE_LOCAL_SERVER_URL
-        file_url = f"{server_url}/storage/permanent/{file_id}"
-
-        if file_ext in ['.txt', '.md', '.markdown']:
-            return await self._read_text_file(file_url)
-        elif file_ext == '.pdf':
-            return await self._extract_pdf_text(file_url)
-        elif file_ext in ['.doc', '.docx']:
-            return await self._extract_word_text(file_url)
-        else:
-            return f"[不支持的文档格式: {file_ext}]"
-
-    @staticmethod
-    async def _read_text_file(file_url: str) -> str:
-        """读取纯文本文件"""
         try:
-            # 下载文件
+            file_content = file.get_content()
+            if not file_content:
                 async with httpx.AsyncClient(timeout=30.0) as client:
-                response = await client.get(file_url)
+                    response = await client.get(file.url)
                     response.raise_for_status()
-                return response.text
+                    file_content = response.content
+                    file.set_content(file_content)
+            file_mime_type = magic.from_buffer(file_content, mime=True)
+            if file_mime_type in TEXT_MIME:
+                return file_content.decode("utf-8")
+            elif file_mime_type in PDF_MIME:
+                return await self._extract_pdf_text(file_content)
+            elif file_mime_type in DOC_MIME:
+                return await self._extract_word_text(file_content)
+            else:
+                return f"[Unsupported file type: {file_mime_type}]"
         except Exception as e:
-            logger.error(f"读取文本文件失败: {e}")
-            return f"[文件读取失败: {str(e)}]"
+            logger.error(f"Failed to load file. - {e}")
+            return "[Failed to load file.]"
 
     @staticmethod
-    async def _extract_pdf_text(file_url: str) -> str:
+    async def _extract_pdf_text(file_content: bytes) -> str:
         """提取 PDF 文本"""
         try:
-            # 下载 PDF 文件
-            async with httpx.AsyncClient(timeout=30.0) as client:
-                response = await client.get(file_url)
-                response.raise_for_status()
-                pdf_data = response.content
-            
             # 使用 BytesIO 读取 PDF
             text_parts = []
-            pdf_file = io.BytesIO(pdf_data)
+            pdf_file = io.BytesIO(file_content)
             pdf_reader = PyPDF2.PdfReader(pdf_file)
             for page in pdf_reader.pages:
                 text_parts.append(page.extract_text())
@@ -588,17 +590,11 @@ class MultimodalService:
             return f"[PDF 提取失败: {str(e)}]"
 
     @staticmethod
-    async def _extract_word_text(file_url: str) -> str:
+    async def _extract_word_text(file_content: bytes) -> str:
         """提取 Word 文档文本"""
         try:
-            # 下载 Word 文件
-            async with httpx.AsyncClient(timeout=30.0) as client:
-                response = await client.get(file_url)
-                response.raise_for_status()
-                word_data = response.content
-            
             # 使用 BytesIO 读取 Word 文档
-            word_file = io.BytesIO(word_data)
+            word_file = io.BytesIO(file_content)
             doc = Document(word_file)
             text_parts = [paragraph.text for paragraph in doc.paragraphs]
             return '\n'.join(text_parts)

api/app/services/workflow_service.py

@@ -458,7 +458,7 @@ class WorkflowService:
                     type=file.type,
                     url=await self.multimodal_service.get_file_url(file),
                     transfer_method=file.transfer_method,
-                    file_id=str(file.upload_file_id),
+                    file_id=str(file.upload_file_id) if file.upload_file_id else None,
                     origin_file_type=file.file_type,
                     is_file=True
                 ).model_dump()

api/pyproject.toml

@@ -145,6 +145,8 @@ dependencies = [
     "lxml>=4.9.0",
     "httpx>=0.28.0",
     "modelscope>=1.34.0",
+    "python-magic>=0.4.14; sys_platform == 'linux' or sys_platform == 'darwin'",
+    "python-magic-bin>=0.4.14; sys_platform=='win32'",
 ]
 
 [tool.pytest.ini_options]