diff --git a/scrapegraphai/nodes/generate_answer_pdf_node.py b/scrapegraphai/nodes/generate_answer_pdf_node.py
index 4cef7ae9..04a27d9d 100644
--- a/scrapegraphai/nodes/generate_answer_pdf_node.py
+++ b/scrapegraphai/nodes/generate_answer_pdf_node.py
@@ -114,7 +114,7 @@ class GenerateAnswerPDFNode(BaseNode):
                 template=template_no_chunks_pdf_prompt,
                 input_variables=["question"],
                 partial_variables={
-                    "context":chunk,
+                    "context":doc,
                     "format_instructions": format_instructions,
                 },
             )