diff --git a/backend/src/module/database/bangumi.py b/backend/src/module/database/bangumi.py
index dd25edb5..9209e717 100644
--- a/backend/src/module/database/bangumi.py
+++ b/backend/src/module/database/bangumi.py
@@ -1,58 +1,59 @@
 import logging
 
 from module.database.orm import Connector
-from module.models import BangumiData
+from module.models import Bangumi, BangumiUpdate
 from module.conf import DATA_PATH
+from sqlmodel import Session, select, delete, SQLModel
+from module.database.engine import engine
+from typing import Optional
+from sqlalchemy.exc import IntegrityError, NoResultFound
 
 logger = logging.getLogger(__name__)
 
 
-class BangumiDatabase(Connector):
-    def __init__(self, database: str = DATA_PATH):
-        super().__init__(
-            table_name="bangumi",
-            data=self.__data_to_db(BangumiData()),
-            database=database,
-        )
-
-    def update_table(self):
-        self.update.table()
+class BangumiDatabase(Session):
+    def __init__(self):
+        super().__init__(engine)
+        #     table_name="bangumi",
+        #     data=self.__data_to_db(BangumiData()),
+        #     database=database,
+        # )
 
     @staticmethod
-    def __data_to_db(data: BangumiData) -> dict:
-        db_data = data.dict()
-        for key, value in db_data.items():
-            if isinstance(value, bool):
-                db_data[key] = int(value)
-            elif isinstance(value, list):
-                db_data[key] = ",".join(value)
-        return db_data
+    def update_table():
+        SQLModel.metadata.create_all(engine)
 
-    @staticmethod
-    def __db_to_data(db_data: dict) -> BangumiData:
-        for key, item in db_data.items():
-            if isinstance(item, int):
-                if key not in ["id", "offset", "season", "year"]:
-                    db_data[key] = bool(item)
-            elif key in ["filter", "rss_link"]:
-                db_data[key] = item.split(",")
-        return BangumiData(**db_data)
+    # @staticmethod
+    # def __data_to_db(data: BangumiData) -> Bangumi:
+    #     db_data = data.dict()
+    #     for key, value in db_data.items():
+    #         if isinstance(value, bool):
+    #             db_data[key] = int(value)
+    #         elif isinstance(value, list):
+    #             db_data[key] = ",".join(value)
+    #     return db_data
+    #
+    # @staticmethod
+    # def __db_to_data(db_data: Bangumi) -> BangumiData:
+    #     for key, item in db_data.items():
+    #         if isinstance(item, int):
+    #             if key not in ["id", "offset", "season", "year"]:
+    #                 db_data[key] = bool(item)
+    #         elif key in ["filter", "rss_link"]:
+    #             db_data[key] = item.split(",")
+    #     return BangumiData(**db_data)
 
-    def insert_one(self, data: BangumiData):
-        db_data = self.__data_to_db(data)
-        self.insert.one(db_data)
+    def insert_one(self, data: Bangumi):
+        self.add(data)
+        self.commit()
+        # db_data = self.__data_to_db(data)
+        # self.insert.one(db_data)
         logger.debug(f"[Database] Insert {data.official_title} into database.")
-        # if self.__check_exist(data):
-        #     self.update_one(data)
-        # else:
-        #     db_data = self.__data_to_db(data)
-        #     db_data["id"] = self.gen_id()
-        #     self._insert(db_data=db_data, table_name=self.__table_name)
-        #     logger.debug(f"[Database] Insert {data.official_title} into database.")
 
-    def insert_list(self, data: list[BangumiData]):
-        data_list = [self.__data_to_db(x) for x in data]
-        self.insert.many(data_list)
+    def insert_list(self, data: list[Bangumi]):
+        self.add_all(data)
+        # data_list = [self.__data_to_db(x) for x in data]
+        # self.insert.many(data_list)
         # _id = self.gen_id()
         # for i, item in enumerate(data):
         #     item.id = _id + i
@@ -60,62 +61,92 @@ class BangumiDatabase(Connector):
         # self._insert_list(data_list=data_list, table_name=self.__table_name)
         logger.debug(f"[Database] Insert {len(data)} bangumi into database.")
 
-    def update_one(self, data: BangumiData) -> bool:
-        db_data = self.__data_to_db(data)
-        return self.update.one(db_data)
+    def update_one(self, data: BangumiUpdate) -> bool:
+        db_data = self.get(Bangumi, data.id)
+        if not db_data:
+            return False
+        bangumi_data = data.dict(exclude_unset=True)
+        for key, value in bangumi_data.items():
+            setattr(db_data, key, value)
+        self.add(db_data)
+        self.commit()
+        self.refresh(db_data)
+        logger.debug(f"[Database] Update {data.official_title}")
+        return True
 
-    def update_list(self, data: list[BangumiData]):
-        data_list = [self.__data_to_db(x) for x in data]
-        self.update.many(data_list)
+    def update_list(self, datas: list[BangumiUpdate]):
+        for data in datas:
+            self.update_one(data)
 
     def update_rss(self, title_raw, rss_set: str):
         # Update rss and added
-        location = {"title_raw": title_raw}
-        set_value = {"rss_link": rss_set, "added": 0}
-        self.update.value(location, set_value)
+        statement = select(Bangumi).where(Bangumi.title_raw == title_raw)
+        bangumi = self.exec(statement).first()
+        bangumi.rss_link = rss_set
+        bangumi.added = 0
+        self.add(bangumi)
+        self.commit()
+        self.refresh(bangumi)
+        # location = {"title_raw": title_raw}
+        # set_value = {"rss_link": rss_set, "added": 0}
+        # self.update.value(location, set_value)
         logger.debug(f"[Database] Update {title_raw} rss_link to {rss_set}.")
 
     def update_poster(self, title_raw, poster_link: str):
-        location = {"title_raw": title_raw}
-        set_value = {"poster_link": poster_link}
-        self.update.value(location, set_value)
+        statement = select(Bangumi).where(Bangumi.title_raw == title_raw)
+        bangumi = self.exec(statement).first()
+        bangumi.poster_link = poster_link
+        self.add(bangumi)
+        self.commit()
+        self.refresh(bangumi)
         logger.debug(f"[Database] Update {title_raw} poster_link to {poster_link}.")
 
     def delete_one(self, _id: int):
-        self.delete.one(_id)
+        statement = select(Bangumi).where(Bangumi.id == _id)
+        bangumi = self.exec(statement).first()
+        self.delete(bangumi)
+        self.commit()
         logger.debug(f"[Database] Delete bangumi id: {_id}.")
 
     def delete_all(self):
-        self.delete.all()
+        statement = delete(Bangumi)
+        self.exec(statement)
+        self.commit()
 
-    def search_all(self) -> list[BangumiData]:
-        all_data = self.select.all()
-        return [self.__db_to_data(x) for x in all_data]
+    def search_all(self) -> list[Bangumi]:
+        statement = select(Bangumi)
+        return self.exec(statement).all()
 
-    def search_id(self, _id: int) -> BangumiData | None:
-        dict_data = self.select.one(conditions={"id": _id})
-        if dict_data is None:
+    def search_id(self, _id: int) -> Optional[Bangumi]:
+        statement = select(Bangumi).where(Bangumi.id == _id)
+        bangumi = self.exec(statement).first()
+        if bangumi is None:
             logger.warning(f"[Database] Cannot find bangumi id: {_id}.")
             return None
-        logger.debug(f"[Database] Find bangumi id: {_id}.")
-        return self.__db_to_data(dict_data)
+        else:
+            logger.debug(f"[Database] Find bangumi id: {_id}.")
+            return self.exec(statement).first()
 
     def match_poster(self, bangumi_name: str) -> str:
-        condition = {"official_title": bangumi_name}
-        keys = ["poster_link"]
-        data = self.select.one(
-            keys=keys,
-            conditions=condition,
-            combine_operator="INSTR",
-        )
-        if not data:
+        # condition = {"official_title": bangumi_name}
+        statement = select(Bangumi).where(Bangumi.official_title == bangumi_name)
+        # keys = ["poster_link"]
+        # data = self.select.one(
+        #     keys=keys,
+        #     conditions=condition,
+        #     combine_operator="INSTR",
+        # )
+        data = self.exec(statement).first()
+        if data:
+            return data.poster_link
+        else:
             return ""
-        return data.get("poster_link")
 
     def match_list(self, torrent_list: list, rss_link: str) -> list:
         # Match title_raw in database
-        keys = ["title_raw", "rss_link", "poster_link"]
-        match_datas = self.select.column(keys)
+        # keys = ["title_raw", "rss_link", "poster_link"]
+        # match_datas = self.select.column(keys)
+        match_datas = self.search_all()
         if not match_datas:
             return torrent_list
         # Match title
@@ -123,15 +154,15 @@ class BangumiDatabase(Connector):
         while i < len(torrent_list):
             torrent = torrent_list[i]
             for match_data in match_datas:
-                if match_data.get("title_raw") in torrent.name:
-                    if rss_link not in match_data.get("rss_link"):
-                        match_data["rss_link"] += f",{rss_link}"
+                if match_data.title_raw in torrent.name:
+                    if rss_link not in match_data.rss_link:
+                        match_data.rss_link += f",{rss_link}"
                         self.update_rss(
-                            match_data.get("title_raw"), match_data.get("rss_link")
+                            match_data.title_raw, match_data.rss_link
                         )
-                    if not match_data.get("poster_link"):
+                    if not match_data.poster_link:
                         self.update_poster(
-                            match_data.get("title_raw"), torrent.poster_link
+                            match_data.title_raw, torrent.poster_link
                         )
                     torrent_list.pop(i)
                     break
@@ -139,20 +170,23 @@ class BangumiDatabase(Connector):
                 i += 1
         return torrent_list
 
-    def not_complete(self) -> list[BangumiData]:
+    def not_complete(self) -> list[Bangumi]:
         # Find eps_complete = False
-        condition = {"eps_collect": 0}
-        dict_data = self.select.many(
-            conditions=condition,
-        )
-        return [self.__db_to_data(x) for x in dict_data]
+        condition = select(Bangumi).where(Bangumi.eps_collect == 0)
+        datas = self.exec(condition).all()
+        return datas
 
-    def not_added(self) -> list[BangumiData]:
-        conditions = {"added": 0, "rule_name": None, "save_path": None}
-        dict_data = self.select.many(conditions=conditions, combine_operator="OR")
-        return [self.__db_to_data(x) for x in dict_data]
+    def not_added(self) -> list[Bangumi]:
+        conditions = select(Bangumi).where(
+            Bangumi.added == 0 or
+            Bangumi.rule_name is None or
+            Bangumi.save_path is None
+            )
+        datas = self.exec(conditions).all()
+        # dict_data = self.select.many(conditions=conditions, combine_operator="OR")
+        return datas
 
 
 if __name__ == "__main__":
     with BangumiDatabase() as db:
-        print(db.match_poster("久保"))
+        print(db.not_complete())
diff --git a/backend/src/module/database/engine.py b/backend/src/module/database/engine.py
new file mode 100644
index 00000000..e4bd2f5d
--- /dev/null
+++ b/backend/src/module/database/engine.py
@@ -0,0 +1,6 @@
+from sqlmodel import create_engine, Session
+
+
+engine = create_engine("sqlite:///data/data.db")
+
+db_session = Session(engine)
\ No newline at end of file
diff --git a/backend/src/module/models/bangumi.py b/backend/src/module/models/bangumi.py
index b8af3670..02a74ce9 100644
--- a/backend/src/module/models/bangumi.py
+++ b/backend/src/module/models/bangumi.py
@@ -1,27 +1,46 @@
 from dataclasses import dataclass
 
-from pydantic import BaseModel, Field
+from pydantic import BaseModel
+from sqlmodel import SQLModel, Field
+from typing import Optional
 
 
-class BangumiData(BaseModel):
-    id: int = Field(0, alias="id", title="番剧ID")
-    official_title: str = Field("official_title", alias="official_title", title="番剧中文名")
-    year: str | None = Field(None, alias="year", title="番剧年份")
-    title_raw: str = Field("title_raw", alias="title_raw", title="番剧原名")
-    season: int = Field(1, alias="season", title="番剧季度")
-    season_raw: str | None = Field(None, alias="season_raw", title="番剧季度原名")
-    group_name: str | None = Field(None, alias="group_name", title="字幕组")
-    dpi: str | None = Field(None, alias="dpi", title="分辨率")
-    source: str | None = Field(None, alias="source", title="来源")
-    subtitle: str | None = Field(None, alias="subtitle", title="字幕")
-    eps_collect: bool = Field(False, alias="eps_collect", title="是否已收集")
-    offset: int = Field(0, alias="offset", title="番剧偏移量")
-    filter: list[str] = Field(["720", "\\d+-\\d+"], alias="filter", title="番剧过滤器")
-    rss_link: list[str] = Field([], alias="rss_link", title="番剧RSS链接")
-    poster_link: str | None = Field(None, alias="poster_link", title="番剧海报链接")
-    added: bool = Field(False, alias="added", title="是否已添加")
-    rule_name: str | None = Field(None, alias="rule_name", title="番剧规则名")
-    save_path: str | None = Field(None, alias="save_path", title="番剧保存路径")
+class Bangumi(SQLModel, table=True):
+    id: int = Field(default=None, primary_key=True)
+    official_title: str = Field(default="official_title", alias="official_title", title="番剧中文名")
+    year: Optional[str] = Field(alias="year", title="番剧年份")
+    title_raw: str = Field(default="title_raw", alias="title_raw", title="番剧原名")
+    season: int = Field(default=1, alias="season", title="番剧季度")
+    season_raw: Optional[str] = Field(alias="season_raw", title="番剧季度原名")
+    group_name: Optional[str] = Field(alias="group_name", title="字幕组")
+    dpi: Optional[str] = Field(alias="dpi", title="分辨率")
+    source: Optional[str] = Field(alias="source", title="来源")
+    subtitle: Optional[str] = Field(alias="subtitle", title="字幕")
+    eps_collect: bool = Field(default=False, alias="eps_collect", title="是否已收集")
+    offset: int = Field(default=0, alias="offset", title="番剧偏移量")
+    filter: str = Field(default="720, \\d+-\\d+", alias="filter", title="番剧过滤器")
+    rss_link: str = Field(default="", alias="rss_link", title="番剧RSS链接")
+    poster_link: Optional[str] = Field(alias="poster_link", title="番剧海报链接")
+    added: bool = Field(default=False, alias="added", title="是否已添加")
+    rule_name: Optional[str] = Field(alias="rule_name", title="番剧规则名")
+    save_path: Optional[str] = Field(alias="save_path", title="番剧保存路径")
+    deleted: bool = Field(False, alias="deleted", title="是否已删除")
+
+
+class BangumiUpdate(SQLModel):
+    official_title: str = Field(default="official_title", alias="official_title", title="番剧中文名")
+    year: Optional[str] = Field(alias="year", title="番剧年份")
+    season: int = Field(default=1, alias="season", title="番剧季度")
+    season_raw: Optional[str] = Field(alias="season_raw", title="番剧季度原名")
+    group_name: Optional[str] = Field(alias="group_name", title="字幕组")
+    dpi: Optional[str] = Field(alias="dpi", title="分辨率")
+    source: Optional[str] = Field(alias="source", title="来源")
+    subtitle: Optional[str] = Field(alias="subtitle", title="字幕")
+    eps_collect: bool = Field(default=False, alias="eps_collect", title="是否已收集")
+    offset: int = Field(default=0, alias="offset", title="番剧偏移量")
+    filter: str = Field(default="720, \\d+-\\d+", alias="filter", title="番剧过滤器")
+    rss_link: str = Field(default="", alias="rss_link", title="番剧RSS链接")
+    added: bool = Field(default=False, alias="added", title="是否已添加")
     deleted: bool = Field(False, alias="deleted", title="是否已删除")
 
 
@@ -29,14 +48,14 @@ class Notification(BaseModel):
     official_title: str = Field(..., alias="official_title", title="番剧名")
     season: int = Field(..., alias="season", title="番剧季度")
     episode: int = Field(..., alias="episode", title="番剧集数")
-    poster_path: str | None = Field(None, alias="poster_path", title="番剧海报路径")
+    poster_path: Optional[str] = Field(None, alias="poster_path", title="番剧海报路径")
 
 
 @dataclass
 class Episode:
-    title_en: str | None
-    title_zh: str | None
-    title_jp: str | None
+    title_en: Optional[str]
+    title_zh: Optional[str]
+    title_jp: Optional[str]
     season: int
     season_raw: str
     episode: int