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diff --git a/README.md b/README.md
@@ -9,7 +9,7 @@ English | [简体中文(Simplified Chinese)](https://github.com/opendilab/PsyDI/
 
 PsyDI is a multi-modal and interactive chatbot for psychological assessments. Its objective is to explore users' potential cognitive styles through interactive analysis of their multimodal inputs, finally determining their Myers-Briggs Type Indicator (MBTI). Additionally, PsyDI offers feedback in the form of customized figures and detailed analysis for each user. We are continuously improving PsyDI, with upcoming features such as an MBTI gallery. Your feedback is valuable to us!
 
-PsyDI can now be accessed directly via our [web link](https://psydi.opendilab.org.cn/).
+Access PsyDI: [English version](https://psydi-en.opendilab.org.cn/) | [Chinese version](https://psydi.opendilab.org.cn/)
 
 ## :boom: News!
 
@@ -26,9 +26,12 @@ PsyDI can now be accessed directly via our [web link](https://psydi.opendilab.or
 | [Chandler (Friends)](http://xhslink.com/A6N6lM) | Chandler Bing is a character from "Friends". He is Ross's college roommate, known for his humorous and witty remarks, often making fun of himself to entertain others. He develops a romantic relationship with Monica and eventually marries her. Known for his wit and humor, Chandler is the comic relief of the series. | ENTP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/chandler.png"></a>      |
 | [An Lingrong (Empresses in the Palace)](http://xhslink.com/Q5aN5M) | Originally a friend of Zhen Huan, An Lingrong grows jealous and schemes against her due to family pressure to win the Yongzheng Emperor's favor and manipulation by other imperial consorts. | ISFJ   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/anlingrong.PNG"></a>      |
 | [Emperor and Empress (Empresses in the Palace)](http://xhslink.com/8yglPN) | In the setting of the TV drama "The Legend of Zhen Huan," Emperor Yongzheng and the Empress were a young married couple, having tied the knot when Yongzheng was still the Prince of Yong. However, as time passed, their relationship became complex and tortuous. | ESTJ/ISTJ   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/emperor.png"></a>      |
-| [Rafayel (Love and deepspace)](http://xhslink.com/etQHwQ) | Rafayel is one of the character in "Love and Deep Space," hailing from the oceanic civilization of Lemuria. He is a unique and gifted artist, embodying innocence and deep affection. Although he may appear stubborn and somewhat unapproachable at times, his heart is filled with a strong sense of responsibility and a profound regard for emotions. | INFP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/qiyu.png"></a>      |
-| [Xavier (Love and deepspace)](http://xhslink.com/0l2HwQ) | Xavier is one of the male protagonists in "Love and Deep Space," currently serving as a deep space hunter for the Hunter Association. He exhibits extraordinary patience and a detached, Buddhist-like attitude towards life, interacting with the world in a gentle and peaceful manner while maintaining a moderate distance in interpersonal relationships. | ISTP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/shenxinghui.png"></a>      |
-
+| [Rafayel (Love and Deep Space)](http://xhslink.com/etQHwQ) | Rafayel is one of the character in "Love and Deep Space," hailing from the oceanic civilization of Lemuria. He is a unique and gifted artist, embodying innocence and deep affection. Although he may appear stubborn and somewhat unapproachable at times, his heart is filled with a strong sense of responsibility and a profound regard for emotions. | INFP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/qiyu.png"></a>      |
+| [Xavier (Love and Deep Space)](http://xhslink.com/0l2HwQ) | Xavier is one of the male protagonists in "Love and Deep Space," currently serving as a Deep Space hunter for the Hunter Association. He exhibits extraordinary patience and a detached, Buddhist-like attitude towards life, interacting with the world in a gentle and peaceful manner while maintaining a moderate distance in interpersonal relationships. | ISTP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/shenxinghui.png"></a>      |
+| [Sylus (Love and Deep Space)](http://xhslink.com/a/xvzhf8cSkQzX) | Sylus is one of the male protagonists in "Love and Deep Space." He is the highest-bounty criminal in the history of Pheros Star and the only one who has successfully escaped from the temporal prison. He demonstrates deep care and a strong sense of responsibility for important people with his firm leadership, decisive action, and thoughtful decision-making.   | ENTJ | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/qinche.png"></a> |
+| [Zayne (Love and Deep Space)](http://xhslink.com/a/HDi13AmEMEzX) | Zayne is one of the male protagonists in "Love and Deep Space," a talented heart surgeon. He values solitude and self-reflection, facing challenges with calm analysis and strategic planning, showing deep care and a strong sense of responsibility for important people.   | INTJ | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/lishen.png"></a> |
+| [Sho Yamanaka (Haikyuu!!)](http://xhslink.com/a/nqZTCNwKeLzX) | Sho Yamanaka is the male protagonist in "Haikyuu!!," the setter of the Karasuno High School Volleyball Club. He infects others with his open and energetic nature, showing tenacious fighting spirit and adaptability, becoming a core in the team with warm support and encouragement, reflecting his emphasis on interpersonal relationships and love for life. | ESFP | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/rixiang.png"></a> |
+| [Gojo Satoru (Jujutsu Kaisen)](http://xhslink.com/a/secOD0ZlNQzX) | Gojo Satoru is a character in "Jujutsu Kaisen," a Special Grade Jujutsu Sorcerer. He communicates with others in a relaxed and humorous way, showing a proud light of wisdom, while demonstrating an indomitable fighting spirit and strategic thinking in the face of challenges. Although he shows calmness and calculation in battle, he shows deep care and support for his students and companions. | ENTP | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/wutiaowu.png"></a> |
 
 ## Outline
 
@@ -61,7 +64,7 @@ Getting started with PsyDI is easy! Follow these simple steps to begin your jour
    - Next, you'll be asked to share one of your recent favorite songs and your most recent thoughts. This information provides valuable insights into your current mindset and preferences.
 
 <div align="center">
-    <img width="1000px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/init_part.png"></a>
+    <img width="1000px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/init_part_en.png"></a>
 </div>
 
 :bulb: **Exploring Your Personality:**
@@ -71,7 +74,7 @@ Getting started with PsyDI is easy! Follow these simple steps to begin your jour
    - PsyDI will chat with you to delve deeper into topics mentioned earlier. This interactive process typically consists of 12-15 questions, allowing PsyDI to get to know you better.
 
 <div align="center">
-    <img width="1000px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/choose_part.png"></a>
+    <img width="1000px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/choose_part_en.png"></a>
 </div>
 
 :sparkles: **Detailed Analysis:**
@@ -150,7 +153,7 @@ We assessed the accuracy of the PsyDI Pipeline compared to existing MBTI tests i
 - [x] Online deployment of PsyDI
 - [x] Release all the frontend code and deployment scripts
 - [x] MBTI evaluation gallery
-- [ ] Other language support (English/Korean/Japanese)
+- [x] Other language support (English)
 - [x] Release the backend code examples and prompts
 - [ ] Release the generated datasets
 - [x] Release the trained reward model

diff --git a/README.zh.md b/README.zh.md
@@ -9,7 +9,7 @@
 
 PsyDI 是一款多模态，交互式的心理测评聊天机器人，旨在对用户的多模态输入进行互动分析，从而探索用户的潜在认知模式，最终判定用户的 MBTI（Myers-Briggs Type Indicator）。此外，PsyDI 还为每位用户详细分析的性格分析报告和定制化的生成图。我们正在不断改进 PsyDI，并即将推出如 MBTI 画廊等新功能，期待您的宝贵反馈！
 
-目前可以直接通过[链接](https://psydi.opendilab.org.cn/)访问 PsyDI。
+访问 PsyDI：[中文版](https://psydi.opendilab.org.cn/) | [英文版](https://psydi-en.opendilab.org.cn/)
 
 ## :boom: 最新消息！
 
@@ -27,7 +27,11 @@ PsyDI 是一款多模态，交互式的心理测评聊天机器人，旨在对
 | [安陵容 (甄嬛传)](http://xhslink.com/Q5aN5M) | 在紫禁城内，甄嬛和安陵容曾是亲密无间的朋友。但家族的压力和其他嫔妃的挑拨使安陵容的心态发生了变化，她开始嫉妒甄嬛，渴望通过算计和手段，让自己在皇帝心中的地位超越甄嬛。 | ISFJ   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/anlingrong.PNG"></a>      |
 | [皇上&皇后 (甄嬛传)](http://xhslink.com/8yglPN) | 在电视剧《甄嬛传》的设定中，皇上雍正帝和皇后是少年夫妻，在雍正还是雍亲王的时候结缘。但随着时间的推移，他们的关系变得复杂和曲折。 | ISFJ   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/emperor.png"></a>      |
 | [祁煜 (恋与深空)](http://xhslink.com/etQHwQ) | 祁煜是《恋与深空》中的男主角之一，出生自海洋文明“利莫里亚”，是一位独树一帜的天才艺术家。虽然有时显得有些倔强和不易接近，但内心深处却有着强烈的责任感和对情感的重视。 | INFP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/qiyu.png"></a>      |
+| [秦彻 (恋与深空)](http://xhslink.com/a/xvzhf8cSkQzX) | 秦彻是《恋与深空》中的男主角之一，他是菲罗斯星有史以来悬赏金额最高的罪犯，也是唯一一个从时空监狱里越狱成功的传说。他以坚定的领导力、果断的行动和深思熟虑的决策，展现出对重要人物的深情关怀和强烈责任感。 | ENTJ   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/qinche.png"></a>      |
 | [沈星回 (恋与深空)](http://xhslink.com/0l2HwQ) | 沈星回是《恋与深空》中的男主角之一，是现任猎人协会的深空猎人。他展现出非凡的耐心和一种超脱世俗的佛系态度，以一种温柔而平和的方式与世界相处，同时在人际交往中保持着适度的距离。 | ISTP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/shenxinghui.png"></a>      | 
+| [黎深 (恋与深空)](http://xhslink.com/a/HDi13AmEMEzX) | 黎深是《恋与深空》中的男主角之一，是一位才华横溢的心脏外科医生。他珍视独处和自我反思，以冷静分析和策略规划面对挑战，对重要的人则展现出深情的关怀和强烈的责任感。 | INTJ   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/lishen.png"></a>      | 
+| [日向翔阳 (排球少年)](http://xhslink.com/a/nqZTCNwKeLzX) | 日向翔阳是《排球少年》中的男主角，是乌野高校排球部的副攻手。他以开放和活力感染他人，展现出顽强的斗志和适应力，同时在团队中以温暖的支持和鼓励成为核心，体现了他对人际关系的重视和对生活的热爱。 | ESFP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/rixiang.png"></a>      | 
+| [五条悟 (咒术回战)]( http://xhslink.com/a/secOD0ZlNQzX) | 五条悟是《咒术回战》中的一个角色，他是一位特级咒术师。他以轻松幽默的方式与人交流，展现出高傲的智慧光芒，同时在面对挑战时，表现出不屈不挠的拼搏精神和策略思维。虽然在战斗中展现出冷静和计算，但他对学生和同伴表现出深切的关心和支持。 | ENTP   | <img width="120px" height="auto" src="https://github.com/opendilab/PsyDI/blob/main/assets/wutiaowu.png"></a>      | 
 
 
 ## 导航
@@ -149,7 +153,7 @@ PsyDI 通过迭代执行上述三个步骤，在每一次交互中不断加深
 - [x] PsyDI 的在线部署
 - [x] 发布所有前端代码和部署脚本
 - [x] MBTI 评估画廊
-- [ ] 其他语言支持（英语/韩语/日语）
+- [x] 其他语言支持（英语）
 - [x] 发布后端代码示例和提示
 - [ ] 发布生成的数据集
 - [x] 发布经过训练的奖励模型

diff --git a/assets/benchmark.png b/assets/benchmark.png
diff --git a/assets/choose_part_en.png b/assets/choose_part_en.png
diff --git a/assets/init_part_en.png b/assets/init_part_en.png
diff --git a/assets/lishen.png b/assets/lishen.png
diff --git a/assets/psydi_pipeline.png b/assets/psydi_pipeline.png
diff --git a/assets/qinche.png b/assets/qinche.png
diff --git a/assets/rixiang.png b/assets/rixiang.png
diff --git a/assets/wutiaowu.png b/assets/wutiaowu.png