diff --git a/README.md b/README.md
index 65bdd9c..44f4602 100644
--- a/README.md
+++ b/README.md
@@ -49,20 +49,20 @@ Following snippet shows the news from FDA [website](https://www.fda.gov/drugs/ne
 
 <img src="https://github.com/BaranziniLab/KG_RAG/assets/42702311/fc4d0b8d-0edb-461d-86c5-9d0d191bd97d" width="600" height="350">
 
-### Ask GPT-3.5-Turbo about the above drug:
+### Ask GPT-4 about the above drug:
 
 ### WITHOUT KG-RAG
 
-*Note: This example was run using KG-RAG v0.1.0. We are prompting GPT from the terminal, NOT from the chatGPT browser. Temperature parameter is set to 0 for all the analysis. Refer [this](https://github.com/BaranziniLab/KG_RAG/blob/main/config.yaml) yaml file for parameter setting*
+*Note: This example was run using KG-RAG v0.3.0. We are prompting GPT from the terminal, NOT from the chatGPT browser. Temperature parameter is set to 0 for all the analysis. Refer [this](https://github.com/BaranziniLab/KG_RAG/blob/main/config.yaml) yaml file for parameter setting*
 
-<video src="https://github.com/BaranziniLab/KG_RAG/assets/42702311/9ca7cee1-5f53-4f2f-9b6b-eaeefbc78835" controls="controls" style="max-width: 730px;">
+<video src="https://github.com/BaranziniLab/KG_RAG/assets/42702311/dbabb812-2a8a-48b6-9785-55b983cb61a4" controls="controls" style="max-width: 730px;">
 </video>
 
 ### WITH KG-RAG
 
-*Note: This example was run using KG-RAG v0.1.0. Temperature parameter is set to 0 for all the analysis. Refer [this](https://github.com/BaranziniLab/KG_RAG/blob/main/config.yaml) yaml file for parameter setting*
+*Note: This example was run using KG-RAG v0.3.0. Temperature parameter is set to 0 for all the analysis. Refer [this](https://github.com/BaranziniLab/KG_RAG/blob/main/config.yaml) yaml file for parameter setting*
 
-<video src="https://github.com/BaranziniLab/KG_RAG/assets/42702311/13abe937-1ad9-43b3-8cdc-29fbc5fa525b" controls="controls" style="max-width: 730px;">
+<video src="https://github.com/BaranziniLab/KG_RAG/assets/42702311/acd08954-a496-4a61-a3b1-8fc4e647b2aa" controls="controls" style="max-width: 730px;">
 </video>
 
 You can see that, KG-RAG was able to give the correct information about the FDA approved [drug](https://www.fda.gov/drugs/news-events-human-drugs/fda-approves-treatment-weight-management-patients-bardet-biedl-syndrome-aged-6-or-older).