page_content var

app.py

@@ -25,7 +25,7 @@ def summary(self):
 
 # PDF summary and query using stuffing
 def pdf_changes(pdf_doc):
-    try:
+     try:
         loader = OnlinePDFLoader(pdf_doc.name)
         documents = loader.load()
         text_splitter = CharacterTextSplitter(chunk_size=1000, chunk_overlap=100)
@@ -34,9 +34,10 @@ def pdf_changes(pdf_doc):
         # Initialize summary variable
         full_summary = ""
         
-        # Divide the text into smaller chunks, for example, 3 pages per chunk
-        for i in range(0, len(texts), 3):
-            chunk = " ".join([doc.text for doc in texts[i:i+3]])  # Modified line
+        # Divide the text into smaller chunks, for example, 2 pages per chunk
+        for i in range(0, len(texts), 2):
+            chunk = " ".join([doc.page_content for doc in texts[i:i+2]])  # Replace '.content' with the correct attribute
+            
             
             
             # Load the summarization chain with stuffing method