From fecf99ef602c85cc2768b7199ea24a3ff9a13ed6 Mon Sep 17 00:00:00 2001
From: Christian Gick <service@agiliton.eu>
Date: Sun, 1 Mar 2026 18:27:43 +0200
Subject: [PATCH] chore(MAT-13): Switch chunk summarization from claude-haiku
 to gemini-flash

Reduces cost for conversation chunk summarization in live indexing.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---
 bot.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bot.py b/bot.py
index b6de7d4..65955df 100644
--- a/bot.py
+++ b/bot.py
@@ -1231,7 +1231,7 @@ class Bot:
         chunk_text = f"User: {user_message}\nAssistant: {ai_reply}"
         try:
             resp = await self.llm.chat.completions.create(
-                model="claude-haiku",
+                model="gemini-flash",
                 messages=[
                     {"role": "system", "content": (
                         "Summarize this conversation exchange in 1-2 sentences for search indexing. "