From ac6e0e03dac7212cc83e49f1823b8829e6c10f99 Mon Sep 17 00:00:00 2001
From: wuyang <5700876+banisherwy@user.noreply.gitee.com>
Date: Wed, 8 Jul 2026 17:26:21 +0800
Subject: [PATCH] Let Ollama own model residency

---
 web/README.md | 2 +-
 web/app.py    | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/web/README.md b/web/README.md
index 7801ac8..41c0fb9 100644
--- a/web/README.md
+++ b/web/README.md
@@ -38,7 +38,7 @@ https://lab.k1412.top/
 - Search Agent 查询理解：`ChatGPT-5.6:light`
 - Search Agent 结果简报、搜索追问、论文对话：`ChatGPT-5.6:fast`
 - Ollama 请求单并发执行，并缓存结果到 `web/cache/ai/`
-- 应用侧不下发 `num_ctx`，上下文长度由 Ollama 服务端 runner 统一控制
+- 应用侧不下发 `num_ctx` / `keep_alive`，上下文长度和模型常驻由 Ollama 服务端统一控制
 - arXiv 摘要缓存到 `web/cache/arxiv/`
 
 ## Knowledge Design
diff --git a/web/app.py b/web/app.py
index bb00663..e41d709 100644
--- a/web/app.py
+++ b/web/app.py
@@ -1236,7 +1236,6 @@ def call_ollama(model: str, prompt: str, mode: str) -> dict[str, Any]:
         "model": model,
         "prompt": prompt,
         "stream": False,
-        "keep_alive": "2m",
         "options": options,
     }
     data = json.dumps(payload, ensure_ascii=False).encode("utf-8")