diff --git a/rag_tutorials/local_rag_agent/README.md b/rag_tutorials/local_rag_agent/README.md
index 7ae6777..7877f08 100644
--- a/rag_tutorials/local_rag_agent/README.md
+++ b/rag_tutorials/local_rag_agent/README.md
@@ -30,15 +30,17 @@ docker pull qdrant/qdrant
 docker run -p 6333:6333 qdrant/qdrant
 ```
 
-4. Install [Ollama](https://ollama.com/download) and pull Llama 3.2
+4. Install [Ollama](https://ollama.com/download) and pull Llama 3.2 for LLM and OpenHermes as the embedder for OllamaEmbedder
 ```bash
 ollama pull llama3.2
+ollama pull openhermes
 ```
 
 4. Run the AI RAG Agent 
 ```bash
 python local_rag_agent.py
 ```
+
 5. Open your web browser and navigate to the URL provided in the console output to interact with the RAG agent through the playground interface.