works good

.env.example

@@ -0,0 +1,5 @@
+# what the helly
+DB_USER=smoke_admin
+DB_PASSWORD=123456
+DB_HOST=localhost
+DB_NAME=smoke_detection

.gitignore

@@ -8,3 +8,13 @@ wheels/
 
 # Virtual environments
 .venv
+
+# Local sqlite
+*.db*
+
+# artifacts/logs i forgor what are the paths uhhhhhhh
+alerts.jsonl
+static/alerts/
+screenshots/
+events/
+logs/

.gitmodules

@@ -0,0 +1,3 @@
+[submodule "SmokeDetectionApp"]
+	path = SmokeDetectionApp
+	url = https://github.com/ldlda/SmokeDihtectionApp.git

pyproject.toml

@@ -11,6 +11,7 @@ dependencies = [
     "numpy>=2.4.0",
     "opencv-python>=4.11.0.86",
     "python-dotenv>=1.2.1",
+    "python-multipart>=0.0.22",
     "torch>=2.9.1",
     "torchvision>=0.24.1",
     "ultralytics>=8.3.248",

server.py

@@ -50,7 +50,7 @@ live_frame: Frame | None = None  # latest frame for MJPEG / snapshot
 # ---------------------------------------------------------------------------
 # Sink that exposes frames to the web layer
 # ---------------------------------------------------------------------------
-class LiveFrameSink:
+class LiveFrameSink(Sink):
     """Captures the latest frame so API endpoints can stream it."""
 
     def handle(self, frame: Frame):
@@ -277,7 +277,7 @@ def snapshot():
 
 @app.get("/video_feed")
 def video_feed():
-    """MJPEG stream – drop into an <img> tag."""
+    """MJPEG stream - drop into an <img> tag."""
 
     def generate():
         while True:

uv.lock

@@ -287,6 +287,7 @@ dependencies = [
     { name = "numpy" },
     { name = "opencv-python" },
     { name = "python-dotenv" },
+    { name = "python-multipart" },
     { name = "torch", version = "2.10.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
     { name = "torch", version = "2.10.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "sys_platform == 'linux' or sys_platform == 'win32'" },
     { name = "torchvision", version = "0.25.0", source = { registry = "https://pypi.org/simple" }, marker = "sys_platform != 'linux' and sys_platform != 'win32'" },
@@ -303,6 +304,7 @@ requires-dist = [
     { name = "numpy", specifier = ">=2.4.0" },
     { name = "opencv-python", specifier = ">=4.11.0.86" },
     { name = "python-dotenv", specifier = ">=1.2.1" },
+    { name = "python-multipart", specifier = ">=0.0.22" },
     { name = "torch", marker = "sys_platform != 'linux' and sys_platform != 'win32'", specifier = ">=2.9.1" },
     { name = "torch", marker = "sys_platform == 'linux' or sys_platform == 'win32'", specifier = ">=2.9.1", index = "https://download.pytorch.org/whl/cu130" },
     { name = "torchvision", marker = "sys_platform != 'linux' and sys_platform != 'win32'", specifier = ">=0.24.1" },
@@ -974,6 +976,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/14/1b/a298b06749107c305e1fe0f814c6c74aea7b2f1e10989cb30f544a1b3253/python_dotenv-1.2.1-py3-none-any.whl", hash = "sha256:b81ee9561e9ca4004139c6cbba3a238c32b03e4894671e181b671e8cb8425d61", size = 21230, upload-time = "2025-10-26T15:12:09.109Z" },
 ]
 
+[[package]]
+name = "python-multipart"
+version = "0.0.22"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/94/01/979e98d542a70714b0cb2b6728ed0b7c46792b695e3eaec3e20711271ca3/python_multipart-0.0.22.tar.gz", hash = "sha256:7340bef99a7e0032613f56dc36027b959fd3b30a787ed62d310e951f7c3a3a58", size = 37612, upload-time = "2026-01-25T10:15:56.219Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1b/d0/397f9626e711ff749a95d96b7af99b9c566a9bb5129b8e4c10fc4d100304/python_multipart-0.0.22-py3-none-any.whl", hash = "sha256:2b2cd894c83d21bf49d702499531c7bafd057d730c201782048f7945d82de155", size = 24579, upload-time = "2026-01-25T10:15:54.811Z" },
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.3"