From 398e1ce3340c111e78dcc4e9e4db2cdce09d822b Mon Sep 17 00:00:00 2001
From: chelsea <chelsea@chelseawoodruff.net>
Date: Mon, 16 Feb 2026 11:32:06 -0600
Subject: [PATCH] fix: correct embedding model name from l2 to v2

---
 bot/commands/knowledge.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bot/commands/knowledge.py b/bot/commands/knowledge.py
index 0a8f26e..a55113a 100644
--- a/bot/commands/knowledge.py
+++ b/bot/commands/knowledge.py
@@ -17,7 +17,7 @@ from ai.parser import client
 # Configuration
 EPUBS_DIRECTORY = os.getenv("KNOWLEDGE_EMBEDDINGS_DIR", "./bot/data")
 TOP_K_CHUNKS = 5
-EMBEDDING_MODEL = "sentence-transformers/all-minilm-l12-l2"
+EMBEDDING_MODEL = "sentence-transformers/all-minilm-l12-v2"
 CHAT_MODEL = "deepseek/deepseek-v3.2"
 EMBEDDING_EXTENSION = ".embeddings.json"