From e16c31647d1f1ae8eaea87e1b9abfa60504054d6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=D0=AD=D0=BC=D0=B8=D0=BB=D1=8C=20=D0=90=D0=BC=D0=B8=D1=80?=
 =?UTF-8?q?=D0=BE=D0=B2?= <emillamirov555777@mail.ru>
Date: Mon, 25 May 2026 21:42:54 +0000
Subject: [PATCH] add README.md

---
 README.md | 12 ++++++++++--
 1 file changed, 10 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 1ab6884..bea5eb3 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,11 @@
-# task-699cc158d6d3a5544a3ed35b
+# Stream-режим AI-агента
 
-Stream mode LangChain shopping agent
\ No newline at end of file
+Доработка агента планирования покупок: вместо `.invoke()` используется `.stream()` с режимами `messages` и `updates`.
+
+## Запуск
+
+1. LM Studio на `http://localhost:1234`
+2. `pip install -r requirements.txt`
+3. `python main.py`
+
+Опционально: `LM_STUDIO_MODEL=имя-модели`