Update app.py

removed Documents dir, files will be stored as txt in project folder

app.py

@@ -28,17 +28,11 @@ embedding_dim = 768  # Adjust according to model
 
 # Initialize FAISS index
 index = faiss.IndexFlatL2(embedding_dim)
-documents = []  # Store raw text for reference
 
 # Initialize paths
-DOCUMENT_DIR = os.path.join(os.path.dirname(__file__), "documents")
 INDEX_FILE = "faiss_index.bin"  # FAISS index file (binary format)
 METADATA_FILE = "metadata.json"  # Document metadata
 
-# Create the documents directory if it doesn’t exist
-os.makedirs(DOCUMENT_DIR, exist_ok=True)
-
-
 print(os.getcwd())  # This will print the current working directory
 print(os.listdir("."))  # This will show files in the current director
 
@@ -63,7 +57,7 @@ def store_document(text):
 
     # Generate a unique filename
     doc_id = len(metadata) + 1
-    filename = os.path.join(DOCUMENT_DIR, f"doc_{doc_id}.txt")
+    filename = f"doc_{doc_id}.txt"
     print(f"Saving document at: {filename}")
 
     # Save document to file