debug

Dockerfile

@@ -1,5 +1,5 @@
 # Base image
-FROM python:3.8-slim
+FROM python:3.10.9
 
 # Set working directory
 WORKDIR /app
@@ -9,12 +9,13 @@ WORKDIR /app
 RUN apt-get update && apt-get install -y git
 
 # Copy requirements.txt and install dependencies
-COPY requirements.txt .
-RUN pip install --no-cache-dir -r requirements.txt
+RUN mkdir -p /app/.cache/huggingface
 
-# Copy the rest of the application code
-COPY . .
+# Copy the current directory contents into the container at /app
+COPY . /app
 
+# Install requirements.txt 
+RUN pip install --no-cache-dir --upgrade -r /app/requirements.txt
 
-# Command to run the FastAPI application
-CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]
+# Start the FastAPI app on port 7860, the default port expected by Spaces
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "7860"]

app.py

@@ -48,7 +48,7 @@ if not qdrant_url or not access_token:
 # Initialize the SentenceTransformer model with the cache directory managed by HF_HOME
 try:
     cache_folder = os.path.join(hf_home_dir, "transformers_cache")
-    encoder = SentenceTransformer('nomic-ai/nomic-embed-text-v1.5', cache_folder=cache_folder, trust_remote_code=True)
+    encoder = SentenceTransformer('nomic-ai/nomic-embed-text-v1.5', cache_folder=cache_folder)
     logging.info("Successfully loaded the SentenceTransformer model.")
 except Exception as e:
     logging.error(f"Failed to load the SentenceTransformer model: {e}")

requirements.txt

@@ -2,8 +2,53 @@ fastapi==0.78.0
 uvicorn==0.17.6
 pandas==1.3.5
 qdrant-client==0.9.2
-sentence-transformers==2.2.2
 openai
 PyJWT==2.6.0
 python-dotenv==0.19.2
-nltk==3.6.7
+nltk==3.6.7
+ydantic==2.8.2
+pydantic_core==2.20.1
+Pygments==2.18.0
+pypdf==4.3.1
+pytesseract==0.3.10
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+python-multipart==0.0.9
+pytz==2024.1
+PyYAML==6.0.1
+qdrant-client==1.10.1
+regex==2024.7.24
+requests==2.32.3
+rich==13.7.1
+s3transfer==0.10.2
+safetensors==0.4.3
+scikit-learn==1.5.1
+scipy==1.14.0
+sentence-transformers==3.0.1
+setuptools==70.3.0
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+soupsieve==2.5
+SQLAlchemy==2.0.31
+starlette==0.37.2
+striprtf==0.0.26
+sympy==1.13.1
+tenacity==8.5.0
+threadpoolctl==3.5.0
+tiktoken==0.7.0
+tokenizers==0.19.1
+torch==2.4.0
+tqdm==4.66.4
+transformers==4.43.3
+typer==0.12.3
+typing-inspect==0.9.0
+typing_extensions==4.12.2
+tzdata==2024.1
+urllib3==2.2.2
+uvloop==0.19.0
+watchfiles==0.22.0
+websockets==12.0
+wrapt==1.16.0
+xxhash==3.4.1
+yarl==1.9.4