diff --git a/.gitignore b/.gitignore
index b6e4761..c2127a1 100644
--- a/.gitignore
+++ b/.gitignore
@@ -125,5 +125,5 @@ venv.bak/
 .dmypy.json
 dmypy.json
 
-# Pyre type checker
+# Pyre item_type checker
 .pyre/
diff --git a/models/__init__.py b/models/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/models/_base.py b/models/_base.py
new file mode 100644
index 0000000..1a43e21
--- /dev/null
+++ b/models/_base.py
@@ -0,0 +1,8 @@
+from humps import camelize
+
+from utils.model import BaseConfig, BaseModel
+
+
+class DataModel(BaseModel):
+    class Config(BaseConfig):
+        alias_generator = lambda x: camelize(x.removesuffix("TextHashMap"))
diff --git a/models/avatar.py b/models/avatar.py
new file mode 100644
index 0000000..db7231e
--- /dev/null
+++ b/models/avatar.py
@@ -0,0 +1,70 @@
+from typing import TYPE_CHECKING
+
+from models.enums import AvatarQuality, WeaponType
+from utils.model import BaseModel
+
+if TYPE_CHECKING:
+    from models.item import Item
+
+
+class AvatarBirth(BaseModel):
+    month: int
+    """月"""
+    day: int
+    """日"""
+
+
+class AvatarInfo(BaseModel):
+    title: str
+    """称号"""
+    birth: AvatarBirth
+    """生日"""
+    occupation: str
+    """所属"""
+    vision: str
+    """神之眼"""
+    constellation: str
+    """星座"""
+    description: str
+    """描述"""
+
+    cn_cv: str
+    jp_cv: str
+    en_cv: str
+    kr_cv: str
+
+
+class AvatarItem(BaseModel):
+    item: "Item"
+    """物品"""
+    count: int
+    """数量"""
+
+
+class AvatarPromote(BaseModel):
+    required_level: int = 0
+    """突破所需等级"""
+    promote_level: int = 0
+    """突破等级"""
+    max_level: int
+    """解锁的等级上限"""
+
+    coin: int = 0
+    """摩拉"""
+    items: list[AvatarItem]
+    """突破所需材料"""
+
+
+class Avatar(BaseModel):
+    id: int
+    """角色ID"""
+    name: str
+    """名称"""
+    quality: AvatarQuality
+    """品质"""
+    weapon: WeaponType
+    """武器类型"""
+    information: AvatarInfo
+    """角色信息"""
+    promote: AvatarPromote
+    """角色突破数据"""
diff --git a/models/enums.py b/models/enums.py
new file mode 100644
index 0000000..46ccef7
--- /dev/null
+++ b/models/enums.py
@@ -0,0 +1,88 @@
+from enum import StrEnum
+
+
+class AvatarQuality(StrEnum):
+    Orange = "ORANGE"
+    """五星"""
+    Purple = "PURPLE"
+    """四星"""
+    Special = "SPECIAL"
+    """特殊"""
+
+
+class WeaponType(StrEnum):
+    Sword = "SWORD"
+    """单手剑"""
+    Claymore = "CLAYMORE"
+    """双手剑"""
+    Bow = "BOW"
+    """弓"""
+    Catalyst = "CATALYST"
+    """法器"""
+    Polearm = "POLEARM"
+    """长柄武器"""
+
+
+class Element(StrEnum):
+    Pyro = "PYRO"
+    """火"""
+    Hydro = "HYDRO"
+    """水"""
+    Anemo = "ANEMO"
+    """风"""
+    Electro = "ELECTRO"
+    """雷"""
+    Dendro = "DENDRO"
+    """草"""
+    Cryo = "CRYO"
+    """冰"""
+    Geo = "GEO"
+    """岩"""
+    Null = "NULL"
+    """无"""
+
+
+class PropType(StrEnum):
+    HP = "HP"
+    """生命值"""
+    HP_P = "HPPercent"
+    """生命值百分比"""
+
+    Defense = "Defense"
+    """防御力"""
+    Defense_P = "DefensePercent"
+    """防御力百分比"""
+
+    Attack = "Attack"
+    """攻击力"""
+    Attack_P = "AttackPercent"
+    """攻击力百分比"""
+
+    Critical = "Critical"
+    """暴击率"""
+    CriticalHurt = "CriticalHurt"
+    """暴击伤害"""
+
+    Heal = "HealAdd"
+    """治疗加成"""
+    Element = "ElementMastery"
+    """元素精通"""
+    Charge = "ChargeEfficiency"
+    """元素充能效率"""
+
+    Physical = "PhysicalAddHurt"
+    """物理伤害加成"""
+    Pyro = "PyroAddHurt"
+    """火元素伤害加成"""
+    Hydro = "HydroAddHurt"
+    """水元素伤害加成"""
+    Anemo = "AnemoAddHurt"
+    """风元素伤害加成"""
+    Electro = "ElectroAddHurt"
+    """雷元素伤害加成"""
+    Dendro = "DendroAddHurt"
+    """草元素伤害加成"""
+    Cryo = "CryoAddHurt"
+    """冰元素伤害加成"""
+    Geo = "GeoAddHurt"
+    """岩元素伤害加成"""
diff --git a/models/item.py b/models/item.py
new file mode 100644
index 0000000..f8a074e
--- /dev/null
+++ b/models/item.py
@@ -0,0 +1,90 @@
+from enum import StrEnum
+
+from utils.model import BaseModel
+
+
+class ItemType(StrEnum):
+    ...
+
+
+class Item(BaseModel):
+    id: int
+    """ID"""
+    name: str
+    """名称"""
+    family: str
+    """种类"""
+    type: str | None
+    """类型"""
+    icon: str
+    """图标名"""
+    rarity: int | None
+    """星级"""
+    description: str
+    """描述"""
+    special_description: str | None
+    """特殊描述"""
+
+
+class MaterialType(StrEnum):
+    ADSORBATE = "Adsorbate"
+    FAKE_ABSORBATE = "Fake_Absorbate"
+
+    CONSUME = "消费物"
+    TALENT = "天赋"
+    AVATAR = "角色"
+    CHEST = "宝箱"
+    NOTICE_ADD_HP = "NOTICE_ADD_HP"
+    EXCHANGE = "交换物"
+    WOOD = "木材"
+    QUEST = "任务"
+    CRICKET = "蟋蟀"
+    WIDGET = "Widget"
+    ELEM_CRYSTAL = "Elem_Crystal"
+    SPICE_FOOD = "Spice_Food"
+    ACTIVITY_GEAR = "Activity_Gear"
+    ACTIVITY_ROBOT = "Activity_Robot"
+    ACTIVITY_JIGSAW = "Activity_Jigsaw"
+    FOOD = "Food"
+    EXP_FRUIT = "Exp_Fruit"
+    WEAPON_EXP_STONE = "Weapon_Exp_Stone"
+    AVATAR_MATERIAL = "Avatar_Material"
+    RELIQUARY_MATERIAL = "Reliquary_Material"
+    CONSUME_BATCH_USE = "Consume_Batch_Use"
+    FISH_BAIT = "Fish_Bait"
+    CHEST_BATCH_USE = "Chest_Batch_Use"
+    SELECTABLE_CHEST = "Selectable_Chest"
+    HOME_SEED = "Home_Seed"
+    FLYCLOAK = "Flycloak"
+    BGM = "Bgm"
+    SEA_LAMP = "Sea_Lamp"
+    CHANNELLER_SLAB_BUFF = "Channeller_Slab_Buff"
+    FISH_ROD = "Fish_Rod"
+    NAMECARD = "Namecard"
+    ARANARA = "Aranara"
+    DESHRET_MANUAL = "Deshret_Manual"
+    FIREWORKS = "Fireworks"
+    COSTUME = "Costume"
+    FURNITURE_SUITE_FORMULA = "Furniture_Suite_Formula"
+    FURNITURE_FORMULA = "Furniture_Formula"
+
+
+class Material(Item):
+    material_type: MaterialType
+    """材料类型"""
+
+
+class FoodQuality(StrEnum):
+    STRANGE = "Strange"
+    """奇怪的"""
+    ORDINARY = "Ordinary"
+    """普通的"""
+    DELICIOUS = "Delicious"
+    """美味的"""
+
+
+class Food(Item):
+    quality: FoodQuality | None
+    """食物质量"""
+    effect: str
+    """效果"""
diff --git a/poetry.lock b/poetry.lock
index cb000c2..6819f9a 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -15,6 +15,18 @@ files = [
 [package.dependencies]
 pycares = ">=4.0.0"
 
+[[package]]
+name = "aiofiles"
+version = "23.1.0"
+description = "File support for asyncio."
+category = "main"
+optional = false
+python-versions = ">=3.7,<4.0"
+files = [
+    {file = "aiofiles-23.1.0-py3-none-any.whl", hash = "sha256:9312414ae06472eb6f1d163f555e466a23aed1c8f60c30cccf7121dba2e53eb2"},
+    {file = "aiofiles-23.1.0.tar.gz", hash = "sha256:edd247df9a19e0db16534d4baaf536d6609a43e1de5401d7a4c1c148753a1635"},
+]
+
 [[package]]
 name = "aiohttp"
 version = "3.8.4"
@@ -141,6 +153,45 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "anyio"
+version = "3.6.2"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+category = "main"
+optional = false
+python-versions = ">=3.6.2"
+files = [
+    {file = "anyio-3.6.2-py3-none-any.whl", hash = "sha256:fbbe32bd270d2a2ef3ed1c5d45041250284e31fc0a4df4a5a6071842051a51e3"},
+    {file = "anyio-3.6.2.tar.gz", hash = "sha256:25ea0d673ae30af41a0c442f81cf3b38c7e79fdc7b60335a4c14e05eb0947421"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+
+[package.extras]
+doc = ["packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["contextlib2", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (<0.15)", "uvloop (>=0.15)"]
+trio = ["trio (>=0.16,<0.22)"]
+
+[[package]]
+name = "arko-wrapper"
+version = "0.2.8"
+description = "给你的Python迭代器加上魔法"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "arko-wrapper-0.2.8.tar.gz", hash = "sha256:85167bc6f1dd48e3415a23a7f2f193c1544a450fd6d219ce28043af796c9b4c3"},
+    {file = "arko_wrapper-0.2.8-py3-none-any.whl", hash = "sha256:c56b8cdbbd273cc1b7737667374ee600766e9e7f9f9546871b20912024aa0fb2"},
+]
+
+[package.dependencies]
+typing-extensions = "*"
+
+[package.extras]
+test = ["pytest", "pytest-rerunfailures"]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.2"
@@ -264,6 +315,18 @@ files = [
     {file = "Brotli-1.0.9.zip", hash = "sha256:4d1b810aa0ed773f81dceda2cc7b403d01057458730e309856356d4ef4188438"},
 ]
 
+[[package]]
+name = "certifi"
+version = "2022.12.7"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2022.12.7-py3-none-any.whl", hash = "sha256:4ad3232f5e926d6718ec31cfc1fcadfde020920e278684144551c91769c7bc18"},
+    {file = "certifi-2022.12.7.tar.gz", hash = "sha256:35824b4c3a97115964b408844d64aa14db1cc518f6562e8d7261699d1350a9e3"},
+]
+
 [[package]]
 name = "cffi"
 version = "1.15.1"
@@ -547,6 +610,105 @@ files = [
     {file = "frozenlist-1.3.3.tar.gz", hash = "sha256:58bcc55721e8a90b88332d6cd441261ebb22342e238296bb330968952fbb3a6a"},
 ]
 
+[[package]]
+name = "h11"
+version = "0.14.0"
+description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
+    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
+]
+
+[[package]]
+name = "h2"
+version = "4.1.0"
+description = "HTTP/2 State-Machine based protocol implementation"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "h2-4.1.0-py3-none-any.whl", hash = "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d"},
+    {file = "h2-4.1.0.tar.gz", hash = "sha256:a83aca08fbe7aacb79fec788c9c0bac936343560ed9ec18b82a13a12c28d2abb"},
+]
+
+[package.dependencies]
+hpack = ">=4.0,<5"
+hyperframe = ">=6.0,<7"
+
+[[package]]
+name = "hpack"
+version = "4.0.0"
+description = "Pure-Python HPACK header compression"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
+    {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
+]
+
+[[package]]
+name = "httpcore"
+version = "0.16.3"
+description = "A minimal low-level HTTP client."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "httpcore-0.16.3-py3-none-any.whl", hash = "sha256:da1fb708784a938aa084bde4feb8317056c55037247c787bd7e19eb2c2949dc0"},
+    {file = "httpcore-0.16.3.tar.gz", hash = "sha256:c5d6f04e2fc530f39e0c077e6a30caa53f1451096120f1f38b954afd0b17c0cb"},
+]
+
+[package.dependencies]
+anyio = ">=3.0,<5.0"
+certifi = "*"
+h11 = ">=0.13,<0.15"
+sniffio = ">=1.0.0,<2.0.0"
+
+[package.extras]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (>=1.0.0,<2.0.0)"]
+
+[[package]]
+name = "httpx"
+version = "0.23.3"
+description = "The next generation HTTP client."
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "httpx-0.23.3-py3-none-any.whl", hash = "sha256:a211fcce9b1254ea24f0cd6af9869b3d29aba40154e947d2a07bb499b3e310d6"},
+    {file = "httpx-0.23.3.tar.gz", hash = "sha256:9818458eb565bb54898ccb9b8b251a28785dd4a55afbc23d0eb410754fe7d0f9"},
+]
+
+[package.dependencies]
+certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
+httpcore = ">=0.15.0,<0.17.0"
+rfc3986 = {version = ">=1.3,<2", extras = ["idna2008"]}
+sniffio = "*"
+
+[package.extras]
+brotli = ["brotli", "brotlicffi"]
+cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<13)"]
+http2 = ["h2 (>=3,<5)"]
+socks = ["socksio (>=1.0.0,<2.0.0)"]
+
+[[package]]
+name = "hyperframe"
+version = "6.0.1"
+description = "HTTP/2 framing layer for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
+    {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
+]
+
 [[package]]
 name = "idna"
 version = "3.4"
@@ -837,6 +999,18 @@ typing-extensions = ">=4.2.0"
 dotenv = ["python-dotenv (>=0.10.4)"]
 email = ["email-validator (>=1.0.3)"]
 
+[[package]]
+name = "pyhumps"
+version = "3.8.0"
+description = "🐫  Convert strings (and dictionary keys) between snake case, camel case and pascal case in Python. Inspired by Humps for Node"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "pyhumps-3.8.0-py3-none-any.whl", hash = "sha256:060e1954d9069f428232a1adda165db0b9d8dfdce1d265d36df7fbff540acfd6"},
+    {file = "pyhumps-3.8.0.tar.gz", hash = "sha256:498026258f7ee1a8e447c2e28526c0bea9407f9a59c03260aee4bd6c04d681a3"},
+]
+
 [[package]]
 name = "python-dotenv"
 version = "1.0.0"
@@ -852,6 +1026,134 @@ files = [
 [package.extras]
 cli = ["click (>=5.0)"]
 
+[[package]]
+name = "regex"
+version = "2022.10.31"
+description = "Alternative regular expression module, to replace re."
+category = "main"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "regex-2022.10.31-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a8ff454ef0bb061e37df03557afda9d785c905dab15584860f982e88be73015f"},
+    {file = "regex-2022.10.31-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1eba476b1b242620c266edf6325b443a2e22b633217a9835a52d8da2b5c051f9"},
+    {file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d0e5af9a9effb88535a472e19169e09ce750c3d442fb222254a276d77808620b"},
+    {file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d03fe67b2325cb3f09be029fd5da8df9e6974f0cde2c2ac6a79d2634e791dd57"},
+    {file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:a9d0b68ac1743964755ae2d89772c7e6fb0118acd4d0b7464eaf3921c6b49dd4"},
+    {file = "regex-2022.10.31-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8a45b6514861916c429e6059a55cf7db74670eaed2052a648e3e4d04f070e001"},
+    {file = "regex-2022.10.31-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8b0886885f7323beea6f552c28bff62cbe0983b9fbb94126531693ea6c5ebb90"},
+    {file = "regex-2022.10.31-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl", hash = "sha256:5aefb84a301327ad115e9d346c8e2760009131d9d4b4c6b213648d02e2abe144"},
+    {file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:702d8fc6f25bbf412ee706bd73019da5e44a8400861dfff7ff31eb5b4a1276dc"},
+    {file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:a3c1ebd4ed8e76e886507c9eddb1a891673686c813adf889b864a17fafcf6d66"},
+    {file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:50921c140561d3db2ab9f5b11c5184846cde686bb5a9dc64cae442926e86f3af"},
+    {file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:7db345956ecce0c99b97b042b4ca7326feeec6b75facd8390af73b18e2650ffc"},
+    {file = "regex-2022.10.31-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:763b64853b0a8f4f9cfb41a76a4a85a9bcda7fdda5cb057016e7706fde928e66"},
+    {file = "regex-2022.10.31-cp310-cp310-win32.whl", hash = "sha256:44136355e2f5e06bf6b23d337a75386371ba742ffa771440b85bed367c1318d1"},
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+    {file = "regex-2022.10.31.tar.gz", hash = "sha256:a3a98921da9a1bf8457aeee6a551948a83601689e5ecdd736894ea9bbec77e83"},
+]
+
+[[package]]
+name = "rfc3986"
+version = "1.5.0"
+description = "Validating URI References per RFC 3986"
+category = "main"
+optional = false
+python-versions = "*"
+files = [
+    {file = "rfc3986-1.5.0-py2.py3-none-any.whl", hash = "sha256:a86d6e1f5b1dc238b218b012df0aa79409667bb209e58da56d0b94704e712a97"},
+    {file = "rfc3986-1.5.0.tar.gz", hash = "sha256:270aaf10d87d0d4e095063c65bf3ddbc6ee3d0b226328ce21e036f946e421835"},
+]
+
+[package.dependencies]
+idna = {version = "*", optional = true, markers = "extra == \"idna2008\""}
+
+[package.extras]
+idna2008 = ["idna"]
+
+[[package]]
+name = "sniffio"
+version = "1.3.0"
+description = "Sniff out which async library your code is running under"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
+    {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
+]
+
 [[package]]
 name = "typing-extensions"
 version = "4.5.0"
@@ -1030,4 +1332,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.11"
-content-hash = "043085936cf3935b690f67dd9a0350953a4f7e9e7aed7b23a40d74f4208bd55f"
+content-hash = "7b099d3f7d122dc03ac646e52c3680b9cf29c2e96a41ea937716a3452b76d689"
diff --git a/pyproject.toml b/pyproject.toml
index 6c12771..87982a5 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -12,6 +12,12 @@ ujson = "^5.7.0"
 orjson = "^3.8.8"
 aiohttp = {extras = ["speedups"], version = "^3.8.4"}
 pydantic = {extras = ["dotenv", "email"], version = "^1.10.6"}
+aiofiles = "^23.1.0"
+regex = "^2022.10.31"
+pyhumps = "^3.8.0"
+httpx = {extras = ["http2"], version = "^0.23.3"}
+arko-wrapper = "^0.2.8"
+
 
 
 [build-system]
diff --git a/run.py b/run.py
new file mode 100644
index 0000000..fd86097
--- /dev/null
+++ b/run.py
@@ -0,0 +1,90 @@
+import asyncio
+
+from utils.const import PROJECT_ROOT
+from utils.context import ContextManager
+from utils.manager import ResourceManager
+from utils.text import Text
+from utils.typedefs import Lang
+import ujson as json
+
+OUTPUT_DIR = PROJECT_ROOT / "data"
+OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
+
+
+# noinspection PyShadowingBuiltins
+async def parse_item_data(resource: ResourceManager):
+    from models.item import Food, FoodQuality, Item
+
+    json_data = resource.fetch("MaterialExcelConfigData")
+    data_list = []
+
+    for item_data in json_data:
+        id = item_data["id"]
+        name = Text(item_data["nameTextMapHash"])
+        family = item_data.get("materialType", "")
+        rarity = item_data.get("rankLevel")
+        type = Text(item_data["typeDescTextMapHash"])
+        icon = item_data["icon"]
+        description = Text(item_data["descTextMapHash"])
+        special = Text(item_data["specialDescTextMapHash"]) or None
+
+        base_kwargs = {
+            "id": id,
+            "name": name,
+            "family": family,
+            "rarity": rarity,
+            "type": type,
+            "icon": icon,
+            "description": description,
+        }
+        if special is not None:
+            base_kwargs["special_description"] = special
+
+        if "materialType" in item_data:  # 材料
+            material_type = item_data["materialType"]
+
+        elif "foodQuality" in item_data:  # 食物
+            quality = FoodQuality(
+                item_data["foodQuality"].removeprefix("FOOD_QUALITY_").title()
+            )
+            effect = Text(item_data["effectDescTextMapHash"])
+            item = Food(quality=quality, effect=effect, **base_kwargs)
+        else:
+            item = Item(**base_kwargs)
+        data_list.append(item.dict(exclude_none=True))
+
+    item_data_file = OUTPUT_DIR / "item.json"
+    with open(item_data_file, "w", encoding="utf-8") as f:
+        f.write(json.dumps(data_list, ensure_ascii=False))
+    breakpoint()
+
+
+async def fetch_parse_data(lang: Lang):
+    with ContextManager().with_context(
+        "resource_manager", ResourceManager(lang=lang)
+    ) as resource_manager:
+        await parse_item_data(resource_manager)
+
+
+async def main():
+    task_list = []
+    for lang in Lang.__args__:
+        task = asyncio.create_task(fetch_parse_data(lang=lang))
+        task_list.append(task)
+    await asyncio.gather(*task_list)
+
+
+def __main__():
+    import asyncio
+
+    import sys
+
+    if (3, 10) >= sys.version_info >= (3, 8) and sys.platform.startswith("win"):
+        asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy())
+
+    loop = asyncio.new_event_loop()
+    loop.run_until_complete(main())
+
+
+if __name__ == "__main__":
+    __main__()
diff --git a/utils/__init__.py b/utils/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/utils/const.py b/utils/const.py
new file mode 100644
index 0000000..3897065
--- /dev/null
+++ b/utils/const.py
@@ -0,0 +1,5 @@
+from pathlib import Path
+
+PROJECT_ROOT = Path(__file__).joinpath("../../").resolve()
+DATA_DIR = PROJECT_ROOT.joinpath("data")
+DATA_DIR.mkdir(parents=True, exist_ok=True)
diff --git a/utils/context.py b/utils/context.py
new file mode 100644
index 0000000..38a4633
--- /dev/null
+++ b/utils/context.py
@@ -0,0 +1,46 @@
+from contextlib import contextmanager
+from contextvars import ContextVar, Token
+from typing import TypeVar
+
+from utils.single import Singleton
+
+__all__ = ("ContextManager",)
+
+T = TypeVar("T")
+
+_values: dict[str, ContextVar] = {}
+
+
+class ContextManager(Singleton):
+    _values: dict[str, ContextVar] = {}
+
+    def get_context(self, name: str) -> ContextVar[T]:
+        if name in self._values:
+            return self._values[name]
+        else:
+            result = ContextVar(name)
+            self._values[name] = result
+            return result
+
+    def get_value(self, name: str) -> T:
+        return self.get_context(name).get()
+
+    def set_context(self, name: str, value: T) -> Token:
+        context: ContextVar[T] = self.get_context(name)
+        return context.set(value)
+
+    def reset_context(self, name: str, token: Token) -> None:
+        context: ContextVar[T] = self.get_context(name)
+        context.reset(token)
+
+    @contextmanager
+    def with_context(self, name: str, value: T) -> T:
+        context: ContextVar[T] = self.get_context(name)
+        token: Token = context.set(value)
+        try:
+            yield value
+        finally:
+            context.reset(token)
+
+    def __getitem__(self, item: str) -> ContextVar[T]:
+        return self.get_context(item)
diff --git a/utils/manager.py b/utils/manager.py
new file mode 100644
index 0000000..2c60b10
--- /dev/null
+++ b/utils/manager.py
@@ -0,0 +1,78 @@
+import os
+import ssl
+from functools import lru_cache
+
+import ujson as json
+from httpx import Client
+from pydantic import Json
+from yarl import URL
+
+from utils.const import DATA_DIR
+from utils.single import Singleton
+from utils.typedefs import Lang
+
+__all__ = "ResourceManager"
+
+ssl_context = ssl.SSLContext()
+
+
+class ResourceManager(Singleton):
+    _lang: Lang
+    _base_url: URL
+
+    _client: Client | None = None
+    _lang_data: dict[str, str] | None = None
+
+    def __init__(self, base_url: str | None = None, lang: Lang | None = None):
+        self._base_url = URL(
+            base_url
+            or "https://git.neeemooo.com/githubbackup/GenshinData/-/raw/master/"
+        )
+        self._lang = lang or "chs"
+
+    @property
+    def lang(self) -> Lang:
+        return self._lang
+
+    @property
+    def client(self) -> Client:
+        with self._lock:
+            if self._client is None or self._client.is_closed:
+                self._client = Client(verify=ssl_context)
+        return self._client
+
+    def refresh(self) -> None:
+        """删除缓存数据的文件夹，需要数据时会重新从网络上下载，达到刷新缓存数据的目的"""
+        if self._client is not None:
+            if not self._client.is_closed:
+                self._client.close()
+            self._client = None
+        if DATA_DIR.exists():
+            os.remove(DATA_DIR)
+        DATA_DIR.mkdir(parents=True, exist_ok=True)
+
+    @lru_cache(128, typed=True)
+    def get_text(self, text_id: int | str | None) -> str | None:
+        if text_id is None:
+            return None
+        if self._lang_data is None:
+            self._lang_data = self.fetch("TextMap" + self.lang.upper(), "TextMap")
+        result = self._lang_data.get(str(text_id), None)
+        if result is not None:
+            return result.replace("\\n", "\n")
+        return result
+
+    @lru_cache()
+    def fetch(self, name: str, file_dir: str = "ExcelBinOutput") -> Json:
+        file_path = DATA_DIR.joinpath(file_dir).joinpath(name).with_suffix(".json")
+        file_path.parent.mkdir(exist_ok=True, parents=True)
+
+        if not file_path.exists() or os.stat(file_path) == 0:
+            response = self.client.get(str(self._base_url / file_dir / file_path.name))
+            response.raise_for_status()
+            with open(file_path, encoding="utf-8", mode="w") as file:
+                file.write(content := response.text)
+                return json.loads(content)
+
+        with open(file_path, encoding="utf-8", mode="r") as file:
+            return json.loads(file.read())
diff --git a/utils/model.py b/utils/model.py
new file mode 100644
index 0000000..553c702
--- /dev/null
+++ b/utils/model.py
@@ -0,0 +1,35 @@
+from typing import Type, TypeVar
+
+import ujson as json
+from pydantic import (
+    BaseConfig as PydanticBaseConfig,
+    BaseModel as PydanticBaseModel,
+    BaseSettings as PydanticBaseSettings,
+)
+
+__all__ = ("BaseConfig", "BaseSettings", "BaseModel")
+
+T = TypeVar("T")
+
+
+class BaseConfig(PydanticBaseConfig):
+    json_dumps = json.dumps
+    json_loads = json.loads
+
+
+class BaseSettings(PydanticBaseSettings):
+    def __new__(cls: Type[T], *args, **kwargs) -> T:
+        cls.update_forward_refs()
+        return super(PydanticBaseSettings, cls).__new__(cls)
+
+    class Config(BaseConfig):
+        pass
+
+
+class BaseModel(PydanticBaseModel):
+    def __new__(cls: Type[T], *args, **kwargs) -> T:
+        cls.update_forward_refs()
+        return super(PydanticBaseModel, cls).__new__(cls)
+
+    class Config(BaseConfig):
+        pass
diff --git a/utils/single.py b/utils/single.py
new file mode 100644
index 0000000..c17fc72
--- /dev/null
+++ b/utils/single.py
@@ -0,0 +1,55 @@
+from multiprocessing import RLock as Lock
+from typing import (
+    ClassVar,
+    Generic,
+    Optional,
+    TYPE_CHECKING,
+    Type,
+    TypeVar,
+)
+
+from typing_extensions import Self
+
+if TYPE_CHECKING:
+    from multiprocessing.synchronize import RLock as LockType
+
+__all__ = ["singleton", "Singleton"]
+
+T = TypeVar("T")
+
+
+class _Singleton(Generic[T]):
+    lock: ClassVar["LockType"] = Lock()
+
+    __slots__ = "cls", "instance"
+
+    cls: Type[T]
+    instance: Optional[T]
+
+    def __init__(self, cls: Type[T]):
+        self.cls = cls
+        self.instance = None
+
+    def __call__(self, *args, **kwargs) -> T:
+        with self.lock:
+            if self.instance is None or args or kwargs:
+                self.instance = self.cls(*args, **kwargs)
+        return self.instance
+
+
+def singleton(cls: Optional[Type[T]] = None) -> Type[T]:
+    def wrap(_cls: Type[T]) -> _Singleton[T]:
+        return _Singleton(_cls)
+
+    return wrap if cls is None else wrap(cls)
+
+
+class Singleton(object):
+    _lock: ClassVar["LockType"] = Lock()
+    _instance: ClassVar[Optional[Self]] = None
+
+    def __new__(cls: Type[T], *args, **kwargs) -> T:
+        with cls._lock:
+            if cls._instance is None:
+                cls._instance = object.__new__(cls)
+        return cls._instance
diff --git a/utils/text.py b/utils/text.py
new file mode 100644
index 0000000..53739dd
--- /dev/null
+++ b/utils/text.py
@@ -0,0 +1,20 @@
+from utils.context import ContextManager
+
+__all__ = ("Text",)
+
+
+class Text(str):
+    def __new__(cls, string: str | int) -> "Text":
+        _id = None
+        if isinstance(string, str):
+            try:
+                _id = int(string)
+            except ValueError:
+                _id = None
+        elif isinstance(string, int):
+            _id = string
+        if _id is not None:
+            string = (
+                ContextManager().get_value("resource_manager").get_text(_id) or ""
+            ).replace("\\n", "\n")
+        return str.__new__(cls, string)
diff --git a/utils/typedefs.py b/utils/typedefs.py
new file mode 100644
index 0000000..932b89e
--- /dev/null
+++ b/utils/typedefs.py
@@ -0,0 +1,19 @@
+from typing import Literal
+
+Lang = Literal[
+    "chs",
+    "cht",
+    "de",
+    "en",
+    "es",
+    "fr",
+    "id",
+    "it",
+    "jp",
+    "kr",
+    "pt",
+    "ru",
+    "th",
+    "tr",
+    "vi",
+]