diff --git a/README.md b/README.md
index c4a3fa6..0bbe317 100644
--- a/README.md
+++ b/README.md
@@ -131,7 +131,7 @@
| [**🤗Transformers**](https://github.com/huggingface/transformers) | 原生transformers推理接口 | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/inference_with_transformers_zh) |
| [**Colab Demo**](https://colab.research.google.com/drive/1yu0eZ3a66by8Zqm883LLtRQrguBAb9MR?usp=sharing) | 在Colab中启动交互界面 | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | [link](https://colab.research.google.com/drive/1yu0eZ3a66by8Zqm883LLtRQrguBAb9MR?usp=sharing) |
| [**仿OpenAI API调用**](https://platform.openai.com/docs/api-reference) | 仿OpenAI API接口的服务器Demo | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/api_calls_zh) |
-| [**text-generation-webui**](https://github.com/oobabooga/text-generation-webui) | 前端Web UI界面的部署方式 | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/text-generation-webui_zh) |
+| [**text-generation-webui**](https://github.com/oobabooga/text-generation-webui) | 前端Web UI界面的部署方式 | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/text-generation-webui_zh) |
| [**LangChain**](https://github.com/hwchase17/langchain) | 适合二次开发的大模型应用开源框架 | ✅† | ✅ | ✅† | ❌ | ❌ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/langchain_zh) |
| [**privateGPT**](https://github.com/imartinez/privateGPT) | 基于LangChain的多文档本地问答框架 | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/privategpt_zh) |
diff --git a/README_EN.md b/README_EN.md
index 14f2391..29dea92 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -125,7 +125,7 @@ The models in this project mainly support the following quantization, inference,
| [**🤗Transformers**](https://github.com/huggingface/transformers) | Native transformers inference interface | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/inference_with_transformers_en) |
| [**Colab Demo**](https://colab.research.google.com/drive/1yu0eZ3a66by8Zqm883LLtRQrguBAb9MR?usp=sharing) | Running a Gradio web demo in Colab | ✅ | ✅ | ✅ | ✅ | ❌ | ✅ | [link](https://colab.research.google.com/drive/1yu0eZ3a66by8Zqm883LLtRQrguBAb9MR?usp=sharing) |
| [**OpenAI API Calls**](https://platform.openai.com/docs/api-reference) | A server that implements OpenAI API | ✅ | ✅ | ✅ | ❌ | ✅ | ✅ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/api_calls_en) |
-| [**text-generation-webui**](https://github.com/oobabooga/text-generation-webui) | A tool for deploying model as a web UI | ✅ | ✅ | ✅ | ✅ | ❌ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/text-generation-webui_en) |
+| [**text-generation-webui**](https://github.com/oobabooga/text-generation-webui) | A tool for deploying model as a web UI | ✅ | ✅ | ✅ | ✅ | ✅ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/text-generation-webui_en) |
| [**LangChain**](https://github.com/hwchase17/langchain) | LLM application development framework, suitable for secondary development | ✅† | ✅ | ✅† | ❌ | ❌ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/langchain_en) |
| [**privateGPT**](https://github.com/imartinez/privateGPT) | LangChain-based multi-document QA framework | ✅ | ✅ | ✅ | ❌ | ❌ | ❌ | [link](https://github.com/ymcui/Chinese-LLaMA-Alpaca-2/wiki/privategpt_en) |