From 84b305604e72a81fa4f5ea3c65df36dc36067da0 Mon Sep 17 00:00:00 2001
From: RomanKurlygin <ksu23182002@mail.ru>
Date: Wed, 27 May 2026 08:23:32 +0000
Subject: [PATCH] =?UTF-8?q?fix:=20agent=5Fapp.py=20=E2=80=94=20lazy=20RAG?=
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---
 agent_app.py | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/agent_app.py b/agent_app.py
index bfe1813..88650cf 100644
--- a/agent_app.py
+++ b/agent_app.py
@@ -9,6 +9,7 @@ from langchain_ollama import ChatOllama
 from rag_tools import add_to_knowledge_base, search_knowledge_base
 
 LLM_MODEL = os.getenv("OLLAMA_LLM_MODEL", "llama3")
+OLLAMA_BASE_URL = os.getenv("OLLAMA_BASE_URL", "http://localhost:11434")
 
 SYSTEM_PROMPT = """\
 Ты AI-ассистент с доступом к локальной базе знаний (RAG).
@@ -21,10 +22,18 @@ SYSTEM_PROMPT = """\
 """
 
 
+def build_llm() -> ChatOllama:
+    return ChatOllama(
+        model=LLM_MODEL,
+        base_url=OLLAMA_BASE_URL,
+        temperature=0.2,
+    )
+
+
 def build_agent():
-    llm = ChatOllama(model=LLM_MODEL, temperature=0.2)
+    """Агент с RAG-tools — точка входа для автопроверки."""
     return create_agent(
-        model=llm,
+        model=build_llm(),
         tools=[search_knowledge_base, add_to_knowledge_base],
         system_prompt=SYSTEM_PROMPT,
     )