diff --git a/community/llama_quickstart/pyproject.toml b/community/llama_quickstart/pyproject.toml
index e4f6acb..7030068 100644
--- a/community/llama_quickstart/pyproject.toml
+++ b/community/llama_quickstart/pyproject.toml
@@ -11,7 +11,7 @@ dependencies = [
     "watchfiles>=1.0.4",
     "python-dotenv==1.0.1",
     "fastapi==0.115.4",
-    "llama-index==0.11.22",
+    "llama-index==0.12.4",
     "llama-index-llms-together==0.2.0",
     "uvicorn==0.32.0",
     "streamlit==1.40.0",