Update utils.py

utils.py

@@ -344,8 +344,7 @@ def document_loading_splitting():
     #alle zusammen in docs...
     docs.extend(pdf_documents)
     docs.extend(word_documents)
-    for doc in docs:
-        print("docs???..........."+str(doc.metadata["title"]))
+
     #andere loader...
     # Load PDF
     #loader = PyPDFLoader(PDF_URL)
@@ -540,7 +539,7 @@ def rag_chain_simpel( prompt,  retriever):
 
     #passend zum Prompt relevante Dokuemnte raussuchen
     relevant_docs = retriever.invoke(prompt)
-    print("nach retrieval......................."+str(relevant_docs))
+
     #zu jedem relevanten Dokument die wichtigen Informationen zusammenstellen (im Dict)
     extracted_docs = extract_document_info(relevant_docs)
     
@@ -581,7 +580,6 @@ def rag_chain_simpel( prompt,  retriever):
 def extract_document_info(documents):
     extracted_info = []
     for doc in documents:
-        print("extracted_doc_info........................"+str(doc))
         # Extract the filename from the path to use as the title
         filename = os.path.basename(doc.metadata.get("path", ""))
         title = filename if filename else "Keine Überschrift"