diff --git a/chapter08/Chapter 8 - Semantic Search.ipynb b/chapter08/Chapter 8 - Semantic Search.ipynb
index a80e7f3..5106226 100644
--- a/chapter08/Chapter 8 - Semantic Search.ipynb	
+++ b/chapter08/Chapter 8 - Semantic Search.ipynb	
@@ -47,8 +47,8 @@
    "outputs": [],
    "source": [
     "# %%capture\n",
-    "# !pip install langchain==0.2.5 faiss-gpu==1.7.2 cohere==5.5.8 langchain-community==0.2.5 rank_bm25==0.2.2 sentence-transformers==3.0.1\n",
-    "# !CMAKE_ARGS=\"-DLLAMA_CUDA=on\" pip install llama-cpp-python==0.2.78"
+    "# !pip install langchain==0.2.5 faiss-cpu==1.8.0 cohere==5.5.8 langchain-community==0.2.5 rank_bm25==0.2.2 sentence-transformers==3.0.1\n",
+    "# !pip install llama-cpp-python==0.2.78  --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cu124"
    ]
   },
   {