Fix Flask dependency and Dockerfile syntax

Dockerfile

@@ -1,21 +1,24 @@
-# Use a minimal Hugging Face base image with PyTorch and Transformers
+# Dockerfile
+# Use the base image you selected
 FROM huggingface/transformers-pytorch-cpu:latest
 
 # Set working directory inside the container
 WORKDIR /app
 
-# Copy model and code files into the container
-COPY . /app
+# Copy the requirements file first
+COPY requirements.txt .
 
-# Install dependencies
+# Install dependencies from your *fixed* requirements.txt
 RUN pip install --no-cache-dir -r requirements.txt
 
-# Expose port for inference API
+# Copy all your model files and scripts into the container
+COPY . .
+
+# Expose the port your Flask app runs on
 EXPOSE 7860
 
-# Set environment variables (optional)
-ENV HF_HOME=/root/.cache/huggingface
-ENV PYTHONUNBUFFERED=1
+# Set environment variable to trust your custom code
+ENV HF_TRUST_REMOTE_CODE=true
 
-# Run the inference script
-CMD ["python", "api_inference.py"]
+# Run your api_inference.py script
+CMD ["python", "api_inference.py"]

requirements.txt

@@ -1,8 +1,7 @@
-torch==2.8.0
-transformers==4.31.0
-sentence-transformers==2.2.2
-fastapi
-uvicorn
+# requirements.txt
+torch
+transformers
+sentence-transformers
+flask
 numpy
 scikit-learn
-