still testing...

Dockerfile

@@ -1,20 +1,33 @@
+# Use official Python 3.12 slim image
 FROM python:3.12-slim
 
-# Switch to a working directory
+# Set environment variables
+ENV PYTHONUNBUFFERED=1 \
+    PIP_NO_CACHE_DIR=1 \
+    POETRY_VIRTUALENVS_CREATE=false
+
+# Install system dependencies for Python packages
+RUN apt-get update && apt-get install -y --no-install-recommends \
+    build-essential \
+    git \
+    curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Set working directory
 WORKDIR /app
 
-# Copy requirements first to use Docker cache
+# Copy only requirements first to leverage Docker cache
 COPY requirements.txt .
 
-# Install dependencies (safe & small footprint)
-RUN pip install --no-cache-dir --upgrade pip
+# Upgrade pip and install Python dependencies
+RUN pip install --upgrade pip
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Copy the rest of the app
+# Copy application code
 COPY . .
 
-# Expose port 7860 for Hugging Face Spaces
+# Expose port for FastAPI / Hugging Face Spaces
 EXPOSE 7860
 
-# Command to run FastAPI app
-CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
+# Run FastAPI app with Uvicorn
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860", "--reload"]

requirements.txt

@@ -1,88 +1,25 @@
-accelerate==0.26.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
-aiosignal==1.4.0
-annotated-types==0.7.0
-anyio==3.7.1
-attrs==25.4.0
-certifi==2025.10.5
-cffi==2.0.0
-charset-normalizer==3.4.4
-click==8.3.0
-colorama==0.4.6
-cryptography==46.0.3
-datasets==2.16.1
-deprecation==2.1.0
-dill==0.3.7
+# Web / API
 fastapi==0.104.1
-filelock==3.20.0
-frozenlist==1.8.0
-fsspec==2023.10.0
-greenlet==3.2.4
-h11==0.16.0
-h2==4.3.0
-hpack==4.1.0
-httpcore==1.0.9
-httpx==0.28.1
-huggingface-hub==0.20.3
-hyperframe==6.1.0
-idna==3.11
-Jinja2==3.1.6
-joblib==1.5.2
-MarkupSafe==3.0.3
-mpmath==1.3.0
-multidict==6.7.0
-multiprocess==0.70.15
-networkx==3.5
-nltk==3.9.1
-numpy==1.26.4
-packaging==25.0
-pandas==2.2.2
-Pillow==10.0.1
-postgrest==2.24.0
-propcache==0.4.1
-psutil==7.1.3
-psycopg2==2.9.11
-pyarrow==22.0.0
-pyarrow-hotfix==0.7
-pycparser==2.23
 pydantic==2.12.4
-pydantic_core==2.41.5
-PyJWT==2.10.1
-python-dateutil==2.9.0.post0
 python-dotenv==1.0.1
-python-multipart==0.0.6
-pytz==2025.2
-PyYAML==6.0.3
-realtime==2.24.0
-regex==2025.11.3
+uvicorn==0.24.0
 requests==2.32.5
-safetensors==0.6.2
-scikit-learn==1.3.2
-scipy==1.16.3
-sentencepiece==0.1.99
-six==1.17.0
-sniffio==1.3.1
-SQLAlchemy==2.0.44
-starlette==0.27.0
-storage3==2.24.0
-StrEnum==0.4.15
-supabase==2.24.0
-supabase-auth==2.24.0
-supabase-functions==2.24.0
-sympy==1.14.0
-threadpoolctl==3.6.0
-tokenizers==0.15.1
+
+# Data / ML
+numpy==1.26.4
+pandas==2.2.2
 torch==2.1.0
 torchaudio==2.1.0
 torchvision==0.16.0
-tqdm==4.67.1
 transformers==4.36.2
-typing-inspection==0.4.2
-typing_extensions==4.15.0
-tzdata==2025.2
-urllib3==2.5.0
-uvicorn[standard]==0.23.2
-websockets==15.0.1
-xxhash==3.6.0
-yarl==1.22.0
+datasets==2.16.1
+scikit-learn==1.3.2
+Pillow==10.0.1
+
+# Hugging Face / ML utilities
+tqdm==4.67.1
+sentencepiece==0.1.99
+regex==2025.11.3
+pyyaml==6.0.3
+joblib==1.5.2
+typing_extensions==4.15.0