Upload 3 files

.dockerignore

@@ -0,0 +1,13 @@
+# System files
+
+.DS_Store
+
+# Python cache
+
+\*_/**pycache**/
+_.pyc
+
+# Local virtual environments
+
+.venv/
+venv/

dockerfile

@@ -0,0 +1,34 @@
+# Use Python base image
+FROM python:3.12
+
+# Set working directory
+WORKDIR /app
+
+# Install system dependencies
+RUN apt-get update && apt-get install -y \
+    git \
+    libgl1 \
+    libglib2.0-0 \
+    libsm6 \
+    libxext6 \
+    libxrender1 \
+    && rm -rf /var/lib/apt/lists/*
+
+
+# Copy requirements file
+COPY requirements.txt .
+
+# Install Python dependencies
+RUN pip install --no-cache-dir -r requirements.txt
+
+RUN python -c "import clip; clip.load('ViT-B/32', device = 'cpu', jit=False)"
+
+# Copy the application code and models
+COPY ./Apps ./Apps
+COPY ./Lib/Models ./Models
+
+# Expose the port
+EXPOSE 8000
+
+# Command to run the FastAPI application
+CMD ["uvicorn", "Apps.app:app", "--host", "0.0.0.0", "--port", "8000"]

requirements.txt

@@ -0,0 +1,14 @@
+fastapi
+redis
+types-redis
+uvicorn
+python-multipart
+pillow
+numpy
+tensorflow
+torch
+transformers
+opencv-contrib-python-headless>=4.7.0
+git+https://github.com/openai/CLIP.git 
+scikit-learn
+joblib