From effb9bb41ced67a76f69d18d9d0e1465b9c9d1b0 Mon Sep 17 00:00:00 2001
From: Yuwen Hu <54161268+Oscilloscope98@users.noreply.github.com>
Date: Wed, 27 Nov 2024 14:02:25 +0800
Subject: [PATCH] Small update to LangChain examples readme (#12452)

---
 python/llm/example/CPU/LangChain/README.md | 4 ++--
 python/llm/example/GPU/LangChain/README.md | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/python/llm/example/CPU/LangChain/README.md b/python/llm/example/CPU/LangChain/README.md
index 1248ee91..d97f6997 100644
--- a/python/llm/example/CPU/LangChain/README.md
+++ b/python/llm/example/CPU/LangChain/README.md
@@ -2,8 +2,8 @@
 
 The examples in this folder shows how to use [LangChain](https://www.langchain.com/) with `ipex-llm` on Intel CPU.
 
-> [!NOTE]
-> Please refer [here](https://python.langchain.com/docs/integrations/llms/ipex_llm) for upstream LangChain LLM documentation with ipex-llm and [here](https://python.langchain.com/docs/integrations/text_embedding/ipex_llm/) for upstream LangChain embedding documentation with ipex-llm.
+> [!TIP]
+> For more information, please refer to the upstream LangChain LLM documentation with IPEX-LLM [here](https://python.langchain.com/docs/integrations/llms/ipex_llm), and upstream LangChain embedding model documentation with IPEX-LLM [here](https://python.langchain.com/docs/integrations/text_embedding/ipex_llm/).
 
 ## 0. Requirements
 To run these examples with IPEX-LLM, we have some recommended requirements for your machine, please refer to [here](../README.md#recommended-requirements) for more information.
diff --git a/python/llm/example/GPU/LangChain/README.md b/python/llm/example/GPU/LangChain/README.md
index 5e84fbfb..f44a42c1 100644
--- a/python/llm/example/GPU/LangChain/README.md
+++ b/python/llm/example/GPU/LangChain/README.md
@@ -2,8 +2,8 @@
 
 The examples in this folder shows how to use [LangChain](https://www.langchain.com/) with `ipex-llm` on Intel GPU.
 
-> [!NOTE]
-> Please refer [here](https://python.langchain.com/docs/integrations/llms/ipex_llm) for upstream LangChain LLM documentation with ipex-llm and [here](https://python.langchain.com/docs/integrations/text_embedding/ipex_llm_gpu/) for upstream LangChain embedding documentation with ipex-llm.
+> [!TIP]
+> For more information, please refer to the upstream LangChain LLM documentation with IPEX-LLM [here](https://python.langchain.com/docs/integrations/llms/ipex_llm), and upstream LangChain embedding model documentation with IPEX-LLM [here](https://python.langchain.com/docs/integrations/text_embedding/ipex_llm_gpu/).
 
 ## 0. Requirements
 To run these examples with IPEX-LLM on Intel GPUs, we have some recommended requirements for your machine, please refer to [here](../README.md#requirements) for more information.