Fixing Directory

.gitignore

@@ -2,12 +2,11 @@
 __pycache__/
 *.py[codz]
 *$py.class
-cache/
-database/
 # C extensions
 *.so
 .idea/
-
+*.faiss
+*.pkl
 # Distribution / packaging
 .Python
 build/

Dockerfile

@@ -16,7 +16,7 @@ COPY requirements.txt .
 RUN pip install --no-cache-dir --upgrade pip setuptools wheel && \
     pip install --no-cache-dir -r requirements.txt
 
-# Set cache locations
+# Set Hugging Face cache environment variables
 ENV HF_HOME=/app/hf_cache/huggingface
 ENV HF_DATASETS_CACHE=/app/hf_cache/datasets
 
@@ -39,13 +39,12 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 
 WORKDIR /app
 
-# Copy Python dependencies and scripts
+# Copy Python environment from builder
 COPY --from=builder /usr/local/lib/python3.11/site-packages /usr/local/lib/python3.11/site-packages
 COPY --from=builder /usr/local/bin /usr/local/bin
 
-# Copy Hugging Face model cache and fix permissions
+# Copy Hugging Face cache from builder
 COPY --from=builder /app/hf_cache /app/cache
-RUN chown -R appuser:appuser /app/cache
 
 # Copy application code
 COPY . .
@@ -77,4 +76,4 @@ ENV PYTHONPATH=/app \
     HF_DATASETS_CACHE=/app/cache/datasets
 
 # Launch FastAPI app
-CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

cache/Readme.md

@@ -0,0 +1 @@
+## CACHE

database/faiss_index/Readme.md

@@ -0,0 +1 @@
+## MODELS