diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 03a61f8..180af63 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -4,14 +4,14 @@ version = "0.0.1"
 description = "EasyCode 个人刷题平台后端（FastAPI + SQLAlchemy + LLM 评测）"
 requires-python = ">=3.11"
 dependencies = [
-    "fastapi>=0.139.0",
-    "uvicorn[standard]>=0.32.0",
-    "sqlalchemy>=2.0.30",
-    "alembic>=1.13.0",
+    "fastapi>=0.139.2",
+    "uvicorn[standard]>=0.51.0",
+    "sqlalchemy>=2.0.51",
+    "alembic>=1.18.5",
     "pydantic>=2.7.0",
     "pydantic-settings>=2.14.2",
     "python-dotenv>=1.0.1",
-    "openai>=1.40.0",
+    "openai>=2.48.0",
     "httpx>=0.27.0",
     "jinja2>=3.1.4",
 ]
diff --git a/backend/uv.lock b/backend/uv.lock
index 5399088..d5ed4d2 100644
--- a/backend/uv.lock
+++ b/backend/uv.lock
@@ -1,19 +1,19 @@
 version = 1
-revision = 2
+revision = 3
 requires-python = ">=3.11"
 
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 name = "alembic"
-version = "1.18.4"
+version = "1.18.5"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "mako" },
     { name = "sqlalchemy" },
     { name = "typing-extensions" },
 ]
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 wheels = [
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 [[package]]
@@ -105,21 +105,21 @@ dependencies = [
 
 [package.metadata]
 requires-dist = [
-    { name = "alembic", specifier = ">=1.13.0" },
-    { name = "fastapi", specifier = ">=0.139.0" },
+    { name = "alembic", specifier = ">=1.18.5" },
+    { name = "fastapi", specifier = ">=0.139.2" },
     { name = "httpx", specifier = ">=0.27.0" },
     { name = "jinja2", specifier = ">=3.1.4" },
-    { name = "openai", specifier = ">=1.40.0" },
+    { name = "openai", specifier = ">=2.48.0" },
     { name = "pydantic", specifier = ">=2.7.0" },
     { name = "pydantic-settings", specifier = ">=2.14.2" },
     { name = "python-dotenv", specifier = ">=1.0.1" },
-    { name = "sqlalchemy", specifier = ">=2.0.30" },
-    { name = "uvicorn", extras = ["standard"], specifier = ">=0.32.0" },
+    { name = "sqlalchemy", specifier = ">=2.0.51" },
+    { name = "uvicorn", extras = ["standard"], specifier = ">=0.51.0" },
 ]
 
 [[package]]
 name = "fastapi"
-version = "0.139.0"
+version = "0.139.2"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-doc" },
@@ -128,9 +128,9 @@ dependencies = [
     { name = "typing-extensions" },
     { name = "typing-inspection" },
 ]
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+sdist = { url = "https://files.pythonhosted.org/packages/cd/95/d3f0ae10836324a2eab98a52b61210ac609f08200bf4bb0dc8132d32f78a/fastapi-0.139.2.tar.gz", hash = "sha256:333145a6891e9b5b3cfceb69baf817e8240cde4d4588ae5a10bf56ffacb6255e", size = 423428, upload-time = "2026-07-16T15:06:17.912Z" }
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+    { url = "https://files.pythonhosted.org/packages/45/ec/dbb7e5a6b91f86bfb9eb7d2988a2730907b6a729875b949c7f022e8b88fa/uvicorn-0.51.0-py3-none-any.whl", hash = "sha256:5d38af6cd620f2ae3849fb44fd4879e0890aa1febe8d47eb355fb45d93fe6a5b", size = 73219, upload-time = "2026-07-08T10:59:04.44Z" },
 ]
 
 [package.optional-dependencies]
 standard = [
-    { name = "colorama", marker = "sys_platform == 'win32'" },
     { name = "httptools" },
     { name = "python-dotenv" },
     { name = "pyyaml" },