diff --git a/rag_tutorials/agentic_rag_with_reasoning/README.md b/rag_tutorials/agentic_rag_with_reasoning/README.md
index e99b7f8..6569297 100644
--- a/rag_tutorials/agentic_rag_with_reasoning/README.md
+++ b/rag_tutorials/agentic_rag_with_reasoning/README.md
@@ -60,7 +60,7 @@ You'll need the following API keys:
 
 3. **Run the Application:**
     ```bash
-    streamlit run agentic_rag.py
+    streamlit run rag_reasoning_agent.py
     ```
 
 4. **Configure API Keys:**
@@ -96,4 +96,4 @@ The application uses a sophisticated RAG pipeline:
 ### UI Flow
 - Enter API keys → Add knowledge sources → Ask questions
 - Reasoning process and answer generation displayed side-by-side
-- Sources cited for transparency and verification
\ No newline at end of file
+- Sources cited for transparency and verification