diff --git a/README.md b/README.md
index 27e3084a4..3f0a1b972 100644
--- a/README.md
+++ b/README.md
@@ -213,10 +213,6 @@ python3 run_pageindex.py --md_path /path/to/your/document.md
 For a simple, end-to-end **agentic vectorless RAG** example using **self-hosted PageIndex** (with OpenAI Agents SDK), see [`examples/agentic_vectorless_rag_demo.py`](examples/agentic_vectorless_rag_demo.py).
 
 ```bash
-# Install optional dependency
-pip3 install openai-agents
-
-# Run the demo
 python3 examples/agentic_vectorless_rag_demo.py
 ```