diff --git a/backend/app/api/v1/chunks/__init__.py b/backend/app/api/v1/chunks/__init__.py
index 590a084..2c1986d 100644
--- a/backend/app/api/v1/chunks/__init__.py
+++ b/backend/app/api/v1/chunks/__init__.py
@@ -44,6 +44,14 @@ class SplitRequest(BaseModel):
     chunk_size: int = Field(500, ge=50, le=5000)
     overlap: int = Field(50, ge=0, le=500)
     separator: Optional[str] = None
+    # Embedding 相关参数（用于 semantic_embedding 方法）
+    embedding_provider: Optional[str] = Field(None, description="embedding provider: openai, minimax")
+    embedding_api_key: Optional[str] = Field(None, description="API key for embedding")
+    embedding_base_url: Optional[str] = Field(None, description="API base URL")
+    embedding_model: Optional[str] = Field(None, description="Embedding model name")
+    # 语义分割参数
+    similarity_threshold: float = Field(0.3, ge=0.0, le=1.0, description="Similarity threshold for semantic split")
+    min_chunk_size: int = Field(100, ge=10, le=1000, description="Minimum chunk size")
 
 
 async def process_file_by_type(file: File) -> str:
@@ -111,6 +119,15 @@ async def split_text(
         if request.method == "custom" and request.separator:
             kwargs["separator"] = request.separator
 
+        # 如果使用 semantic_embedding 方法，传递 embedding 参数
+        if request.method == "semantic_embedding":
+            kwargs["embedding_provider_type"] = request.embedding_provider or "openai"
+            kwargs["embedding_api_key"] = request.embedding_api_key
+            kwargs["embedding_base_url"] = request.embedding_base_url or "https://api.minimax.chat/v1"
+            kwargs["embedding_model"] = request.embedding_model or "text-embedding-3-small"
+            kwargs["similarity_threshold"] = request.similarity_threshold
+            kwargs["min_chunk_size"] = request.min_chunk_size
+
         splitter = get_splitter(request.method, **kwargs)
         split_results = splitter.split(text)
 
diff --git a/backend/app/api/v1/projects/__init__.py b/backend/app/api/v1/projects/__init__.py
index 0998c3c..300213d 100644
--- a/backend/app/api/v1/projects/__init__.py
+++ b/backend/app/api/v1/projects/__init__.py
@@ -2,6 +2,8 @@
 Projects API Router
 """
 import logging
+import shutil
+from pathlib import Path
 from typing import List, Optional
 from uuid import UUID
 from fastapi import APIRouter, Depends, Query
@@ -107,5 +109,12 @@ async def delete_project(
     logger.info(f"Deleting project: id={project_id}")
     await project_crud.get_or_raise(db, project_id, "Project")
     await project_crud.delete(db, project_id)
+
+    # 删除项目对应的本地数据目录
+    project_data_dir = Path("/data/code/YG-Datasets/data") / str(project_id)
+    if project_data_dir.exists():
+        shutil.rmtree(project_data_dir)
+        logger.info(f"Project data directory deleted: {project_data_dir}")
+
     logger.info(f"Project deleted: id={project_id}")
     return ApiResponse.ok(message="Project deleted successfully")