Update utils.py

utils.py

@@ -57,7 +57,6 @@ from chromadb.errors import InvalidDimensionException
 import fitz  # PyMuPDF
 import docx
 from langchain.document_loaders import DirectoryLoader
-from langchain.document_loaders.pydantic import Document
 #import io
 #from PIL import Image, ImageDraw, ImageOps, ImageFont
 #import base64
@@ -256,7 +255,7 @@ def load_pdf_with_metadata(file_path):
             "page": page_num + 1,
             "path": file_path
         }
-        documents.append(Document(content=content, metadata=metadata))
+        documents.append({"content": content, "metadata": metadata})
     return documents
 
 def load_word_with_metadata(file_path):
@@ -268,8 +267,7 @@ def load_word_with_metadata(file_path):
     contents = []
     for para in document.paragraphs:
         content = para.text
-        # Hier wird keine Seitenzahl verwendet, aber Sie können zusätzliche Logik hinzufügen
-        contents.append(Document(content=content, metadata={**metadata, "page": 1}))
+        contents.append({"content": content, "metadata": {**metadata, "page": 1}})
     return contents