diff --git a/README.md b/README.md
index 3af8ee0..bdf8cb3 100644
--- a/README.md
+++ b/README.md
@@ -425,10 +425,10 @@ CUDA_VISIBLE_DEVICES=0,1 python startup.py -a
     - [ ] 结构化数据接入
       - [X] .csv
       - [ ] .xlsx
-    - [X] 分词及召回
+    - [ ] 分词及召回
       - [X] 接入不同类型 TextSplitter
       - [X] 优化依据中文标点符号设计的 ChineseTextSplitter
-      - [X] 重新实现上下文拼接召回
+      - [ ] 重新实现上下文拼接召回
     - [ ] 本地网页接入
     - [ ] SQL 接入
     - [ ] 知识图谱/图数据库接入
@@ -436,7 +436,10 @@ CUDA_VISIBLE_DEVICES=0,1 python startup.py -a
     - [X] Bing 搜索
     - [X] DuckDuckGo 搜索
   - [X] Agent 实现
-    - [X]基础React形式的Agent实现，包括调用计算器等
+    - [X] 基础React形式的Agent实现，包括调用计算器等
+    - [X] Langchain 自带的Agent实现和调用
+    - [ ] 更多模型的Agent支持
+    - [ ] 更多工具
 - [X] LLM 模型接入
   - [X] 支持通过调用 [FastChat](https://github.com/lm-sys/fastchat) api 调用 llm
   - [X] 支持 ChatGLM API 等 LLM API 的接入
@@ -451,6 +454,14 @@ CUDA_VISIBLE_DEVICES=0,1 python startup.py -a
 
 ## 项目交流群
 
-<img src="img/qr_code_62.jpg" alt="二维码" width="300" height="300" />
+<img src="img/qr_code_64.jpg" alt="二维码" width="300" height="300" />
+
+🎉 langchain-Chatchat 项目微信交流群，如果你也对本项目感兴趣，欢迎加入群聊参与讨论交流。
+
+
+## 关注我们
+
+<img src="img/official_account.png" alt="图片" width="900" height="300" />
+🎉 langchain-Chatchat 项目官方公众号，欢迎扫码关注。
+
 
-🎉 langchain-ChatGLM 项目微信交流群，如果你也对本项目感兴趣，欢迎加入群聊参与讨论交流。
diff --git a/README_en.md b/README_en.md
index b5627c9..d6aaf0f 100644
--- a/README_en.md
+++ b/README_en.md
@@ -370,7 +370,7 @@ Please refer to [FAQ](docs/FAQ.md)
     - [ ] Structured documents
       - [X] .csv
       - [ ] .xlsx
-    - [ ] TextSplitter and Retriever
+    - [] TextSplitter and Retriever
       - [X] multiple TextSplitter
       - [X] ChineseTextSplitter
       - [ ] Reconstructed Context Retriever
@@ -380,16 +380,30 @@ Please refer to [FAQ](docs/FAQ.md)
   - [X] Search Engines
     - [X] Bing
     - [X] DuckDuckGo
-  - [ ] Agent
+  - [X] Agent
+    - [X] Agent implementation in the form of basic React, including calls to calculators, etc.
+    - [X] Langchain's own Agent implementation and calls
+    - [ ] More Agent support for models
+    - [ ] More tools
 - [X] LLM  Models
-
   - [X] [FastChat](https://github.com/lm-sys/fastchat) -based LLM Models
   - [ ] Mutiply Remote LLM API
 - [X] Embedding Models
-
   - [X] HuggingFace -based Embedding models
   - [ ] Mutiply Remote Embedding API
 - [X] FastAPI-based API
 - [X] Web UI
-
   - [X] Streamlit -based Web UI
+
+---
+
+## Wechat Group
+
+<img src="img/qr_code_64.jpg" alt="QR Code" width="300" height="300" />
+
+🎉 langchain-Chatchat project WeChat exchange group, if you are also interested in this project, welcome to join the group chat to participate in the discussion and exchange.
+
+## Follow us
+
+<img src="img/official_account.png" alt="image" width="900" height="300" />
+🎉 langchain-Chatchat project official public number, welcome to scan the code to follow.
\ No newline at end of file
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