introducing complete provider (non refactored and noisy)

docker/Provider.dockerfile

@@ -0,0 +1,31 @@
+FROM python:3.11-slim
+
+WORKDIR /app
+
+RUN apt-get update && apt-get install -y \
+    gcc \
+    g++ \
+    && rm -rf /var/lib/apt/lists/*
+
+COPY pyproject.toml /app/
+RUN pip install --no-cache-dir \
+    fastapi \
+    uvicorn \
+    pydantic \
+    numpy \
+    pandas \
+    scikit-learn \
+    redis \
+    supabase \
+    kafka \
+    confluent-kafka
+
+
+# structure will be mounted via volumes:
+# /app/lib -> lib/
+# /app/procesing -> experiments/procesing/
+# /app/provider -> backend/provider/
+
+ENV PYTHONPATH=/app:/app/lib:/app/procesing
+
+CMD ["python", "-m", "uvicorn", "provider.app:app", "--host", "0.0.0.0", "--port", "5001"]