diff --git a/README.md b/README.md
index a8a682eff2f..6a70f2d0c59 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@
 > - ***50+ models** have been optimized/verified on `ipex-llm` (including LLaMA2, Mistral, Mixtral, Gemma, LLaVA, Whisper, ChatGLM, Baichuan, Qwen, RWKV, and more); see the complete list [here](#verified-models).*
 
 ## `ipex-llm` Demo
-See the demo of running [*Text-Generation-WebUI*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/webui_quickstart.html), [*local RAG using LangChain-Chatchat*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/chatchat_quickstart.html), [*llama.cpp*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/llama_cpp_quickstart.html) and [*HuggingFace transformers*](python/llm/example/GPU/HF-Transformers-AutoModels) *(on either Intel Core Ultra laptop or Arc GPU)* with `ipex-llm`  below.
+See the demo of running [*Text-Generation-WebUI*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/webui_quickstart.html), [*local RAG using LangChain-Chatchat*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/chatchat_quickstart.html), [*llama.cpp*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/llama_cpp_quickstart.html) and [*Ollama*](https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/ollama_quickstart.html) *(on either Intel Core Ultra laptop or Arc GPU)* with `ipex-llm`  below.
 
 <table width="100%">
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@@ -29,7 +29,7 @@ See the demo of running [*Text-Generation-WebUI*](https://ipex-llm.readthedocs.i
       <video src="https://private-user-images.githubusercontent.com/1931082/319625685-ff13b099-bcda-48f1-b11b-05421e7d386d.mp4?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.OFxex8Yj6WyqJKMi6B1Q19KkmbYqYCg1rD49wUwxdXQ" width=100% controls />
     </td>
     <td>
-      <video src="https://private-user-images.githubusercontent.com/1931082/319625443-cac77ee6-3a7f-475b-9730-12491105d305.mp4?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.a4O2rJ1nPXH5aSgKV15mbf6Qjs4ysvC-BTRnQmbflIo" width=100% controls />
+      <video src="https://private-user-images.githubusercontent.com/1931082/325939544-2fc0ad5e-9ac7-4f95-b7b9-7885a8738443.mp4?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.WfA2qwr8EP9W7a3oOYcKqaqsEKDlAkF254zbmn9dVv0" width=100% controls />
     </td>
   </tr>
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@@ -43,7 +43,7 @@ See the demo of running [*Text-Generation-WebUI*](https://ipex-llm.readthedocs.i
       <a href="https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/llama_cpp_quickstart.html">llama.cpp</a>
     </td>
     <td align="center" width="25%">
-      <a href="https://github.com/intel-analytics/ipex-llm/tree/main/python/llm/example/GPU/HF-Transformers-AutoModels">HuggingFace transformers</a>
+      <a href="https://ipex-llm.readthedocs.io/en/latest/doc/LLM/Quickstart/ollama_quickstart.html">Ollama</a>
     </td>  </tr>
 </table>