diff --git a/server/chat/knowledge_base_chat.py b/server/chat/knowledge_base_chat.py
index c977db1..cffb3d3 100644
--- a/server/chat/knowledge_base_chat.py
+++ b/server/chat/knowledge_base_chat.py
@@ -9,9 +9,10 @@ from typing import AsyncIterable, List, Optional
 import asyncio
 from langchain.prompts.chat import ChatPromptTemplate
 from server.chat.utils import History
-from server.knowledge_base.kb_service.base import KBService, KBServiceFactory
+from server.knowledge_base.kb_service.base import KBServiceFactory
+from server.knowledge_base.utils import get_doc_path
 import json
-import os
+from pathlib import Path
 from urllib.parse import urlencode
 from server.knowledge_base.kb_doc_api import search_docs
 
@@ -33,6 +34,7 @@ async def knowledge_base_chat(query: str = Body(..., description="用户输入",
                             temperature: float = Body(TEMPERATURE, description="LLM 采样温度", ge=0.0, le=1.0),
                             max_tokens: Optional[int] = Body(None, description="限制LLM生成Token数量，默认None代表模型最大值"),
                             prompt_name: str = Body("default", description="使用的prompt模板名称(在configs/prompt_config.py中配置)"),
+                            request: Request = None,
                         ):
     kb = KBServiceFactory.get_service_by_name(knowledge_base_name)
     if kb is None:
@@ -72,10 +74,12 @@ async def knowledge_base_chat(query: str = Body(..., description="用户输入",
         )
 
         source_documents = []
+        doc_path = get_doc_path(knowledge_base_name)
         for inum, doc in enumerate(docs):
-            filename = os.path.split(doc.metadata["source"])[-1]
+            filename = Path(doc.metadata["source"]).resolve().relative_to(doc_path)
             parameters = urlencode({"knowledge_base_name": knowledge_base_name, "file_name":filename})
-            url = f"/knowledge_base/download_doc?" + parameters
+            base_url = request.base_url
+            url = f"{base_url}knowledge_base/download_doc?" + parameters
             text = f"""出处 [{inum + 1}] [{filename}]({url}) \n\n{doc.page_content}\n\n"""
             source_documents.append(text)
 
diff --git a/server/knowledge_base/utils.py b/server/knowledge_base/utils.py
index 2b4cde9..688db55 100644
--- a/server/knowledge_base/utils.py
+++ b/server/knowledge_base/utils.py
@@ -1,6 +1,5 @@
 import os
 from configs import (
-    EMBEDDING_MODEL,
     KB_ROOT_PATH,
     CHUNK_SIZE,
     OVERLAP_SIZE,
@@ -18,11 +17,12 @@ from langchain.docstore.document import Document
 from langchain.text_splitter import TextSplitter
 from pathlib import Path
 import json
-from server.utils import run_in_thread_pool, embedding_device, get_model_worker_config
+from server.utils import run_in_thread_pool, get_model_worker_config
 import io
 from typing import List, Union, Callable, Dict, Optional, Tuple, Generator
 import chardet
 
+
 def validate_kb_name(knowledge_base_id: str) -> bool:
     # 检查是否包含预期外的字符或路径攻击关键字
     if "../" in knowledge_base_id:
@@ -53,8 +53,19 @@ def list_kbs_from_folder():
 
 def list_files_from_folder(kb_name: str):
     doc_path = get_doc_path(kb_name)
-    return [file for file in os.listdir(doc_path)
-            if os.path.isfile(os.path.join(doc_path, file))]
+    result = []
+    for root, _, files in os.walk(doc_path):
+        tail = os.path.basename(root).lower()
+        if (tail.startswith("temp")
+            or tail.startswith("tmp")): # 跳过 temp 或 tmp 开头的文件夹
+            continue
+        for file in files:
+            if file.startswith("~$"): # 跳过 ~$ 开头的文件
+                continue
+            path = Path(doc_path) / root / file
+            result.append(path.resolve().relative_to(doc_path).as_posix())
+
+    return result
 
 
 LOADER_DICT = {"UnstructuredHTMLLoader": ['.html'],