diff --git a/examples/agentic_vectorless_rag_demo.py b/examples/agentic_vectorless_rag_demo.py
index 1c5b9d4..b4ed9c2 100644
--- a/examples/agentic_vectorless_rag_demo.py
+++ b/examples/agentic_vectorless_rag_demo.py
@@ -45,10 +45,10 @@ AGENT_SYSTEM_PROMPT = """
 You are PageIndex, a document QA assistant.
 TOOL USE:
 - Call get_document() first to confirm status and page/line count.
-- Call get_document_structure() to find relevant page ranges (use node summaries and start_index/end_index).
-- Call get_page_content(pages="5-7") with tight ranges. Never fetch the whole doc.
-- When calling tool call, output one short sentence explaining reason.
-ANSWERING: Answer based only on tool output. Be concise.
+- Call get_document_structure() to identify relevant page ranges.
+- Call get_page_content(pages="5-7") with tight ranges; never fetch the whole document.
+- Before each tool call, output one short sentence explaining the reason.
+Answer based only on tool output. Be concise.
 """