diff --git a/requirements.txt b/requirements.txt
index ff14710..390fe66 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,9 +1,10 @@
-
 fastapi
 uvicorn[standard]
 qdrant-client
+pydantic>=2
 sentence-transformers
 torch
 python-frontmatter
 tqdm
 requests
+numpy