changes

Dockerfile

@@ -4,19 +4,19 @@ FROM python:3.10-slim
 WORKDIR /app
 
 # Copy the current directory contents into the container at /app
-COPY . /app
+COPY requirements.txt /app
 
 # Install any needed packages specified in requirements.txt
-RUN pip install -r requirement.txt
+RUN pip install --no-cache-dir -r requirements.txt
 
 # Create a non-root user
 RUN useradd -m appuser
 
 # Create necessary directories and set permissions
-RUN chown -R appuser:appuser /app && \
-    chmod -R 755 /app && \
-    mkdir -p /app/chroma_storage
+RUN mkdir -p /app/data && \
+    chown -R appuser:appuser /app && \
+    chmod -R 755 /app
     
-USER appuser
-# Start the FastAPI app on port 7860, the default port expected by Spaces
-CMD ["uvicorn", "main_api:app", "--host", "0.0.0.0", "--port", "7860"]
+COPY . /app
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

data_ingetion/vectroDB.py

@@ -8,7 +8,7 @@ import os
 VECTOR_NAME = "database"
 EMBEDDING_MODEL = "togethercomputer/m2-bert-80M-2k-retrieval"
 
-CHROMA_PATH = "./chroma_storage"
+CHROMA_PATH = "chroma_storage"
 
 
 api_key = os.getenv("TOGETHER_API")