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Dockerfile

@@ -7,11 +7,11 @@ WORKDIR /app
 # Install uv for faster dependency management
 COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv
 
-# Copy dependency files from parent directory
-COPY ../pyproject.toml /tmp/pyproject.toml
+# Copy dependency files
+COPY pyproject.toml uv.lock ./
 
-# Install dependencies
-RUN uv pip install --system --no-cache-dir flask gunicorn transformers torch accelerate huggingface-hub
+# Install dependencies using uv sync
+RUN uv sync --frozen --no-dev
 
 # Copy web app files
 COPY . .

pyproject.toml

@@ -0,0 +1,38 @@
+[build-system]
+requires = ["setuptools>=61.0"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "dat158-ml-project"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "datasets>=4.2.0",
+    "flask>=3.0.0",
+    "huggingface-hub>=0.35.3",
+    "matplotlib>=3.10.7",
+    "pandas>=2.3.3",
+    "polars>=1.34.0",
+    "sentence-transformers>=3.0.1",
+    "scikit-learn>=1.7.2",
+    "seaborn>=0.13.2",
+    "accelerate>=0.26.0",
+    "torch>=2.4.1",
+    "transformers>=4.57.1",
+    "emoji>=2.15.0",
+    "nbmerge>=0.0.4",
+    "nbformat>=5.10.4",
+    "ipywidgets>=8.1.7",
+    "joblib>=1.4.0",
+]
+
+[dependency-groups]
+dev = [
+    "ipykernel>=7.0.1",
+]
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["experiments*"]