diff --git a/README.md b/README.md
index 8d45b0b..497f274 100644
--- a/README.md
+++ b/README.md
@@ -220,6 +220,7 @@ Web UI 可以实现如下功能：
   - [ ] Agent 实现
 - [x] 增加更多 LLM 模型支持
   - [x] [THUDM/chatglm2-6b](https://huggingface.co/THUDM/chatglm2-6b)
+  - [x] [THUDM/chatglm2-6b-32k](https://huggingface.co/THUDM/chatglm2-6b-32k)
   - [x] [THUDM/chatglm-6b](https://huggingface.co/THUDM/chatglm-6b)
   - [x] [THUDM/chatglm-6b-int8](https://huggingface.co/THUDM/chatglm-6b-int8)
   - [x] [THUDM/chatglm-6b-int4](https://huggingface.co/THUDM/chatglm-6b-int4)
@@ -235,6 +236,9 @@ Web UI 可以实现如下功能：
   - [x] [nghuyong/ernie-3.0-nano-zh](https://huggingface.co/nghuyong/ernie-3.0-nano-zh)
   - [x] [nghuyong/ernie-3.0-base-zh](https://huggingface.co/nghuyong/ernie-3.0-base-zh)
   - [x] [shibing624/text2vec-base-chinese](https://huggingface.co/shibing624/text2vec-base-chinese)
+  - [x] [shibing624/text2vec-base-multilingual](https://huggingface.co/shibing624/text2vec-base-multilingual)
+  - [x] [shibing624/text2vec-base-chinese-sentence](https://huggingface.co/shibing624/text2vec-base-chinese-sentence)
+  - [x] [shibing624/text2vec-base-chinese-paraphrase](https://huggingface.co/shibing624/text2vec-base-chinese-paraphrase)
   - [x] [GanymedeNil/text2vec-large-chinese](https://huggingface.co/GanymedeNil/text2vec-large-chinese)
   - [x] [moka-ai/m3e-small](https://huggingface.co/moka-ai/m3e-small)
   - [x] [moka-ai/m3e-base](https://huggingface.co/moka-ai/m3e-base)
diff --git a/configs/model_config.py b/configs/model_config.py
index cba72c6..f721c89 100644
--- a/configs/model_config.py
+++ b/configs/model_config.py
@@ -17,6 +17,9 @@ embedding_model_dict = {
     "ernie-base": "nghuyong/ernie-3.0-base-zh",
     "text2vec-base": "shibing624/text2vec-base-chinese",
     "text2vec": "GanymedeNil/text2vec-large-chinese",
+    "text2vec-base-multilingual": "shibing624/text2vec-base-multilingual",
+    "text2vec-base-chinese-sentence": "shibing624/text2vec-base-chinese-sentence",
+    "text2vec-base-chinese-paraphrase": "shibing624/text2vec-base-chinese-paraphrase",
     "m3e-small": "moka-ai/m3e-small",
     "m3e-base": "moka-ai/m3e-base",
 }
@@ -72,6 +75,12 @@ llm_model_dict = {
         "local_model_path": None,
         "provides": "ChatGLMLLMChain"
     },
+    "chatglm2-6b-32k": {
+        "name": "chatglm2-6b-32k",
+        "pretrained_model_name": "THUDM/chatglm2-6b-32k",
+        "local_model_path": None,
+        "provides": "ChatGLMLLMChain"
+    },
     # 注：chatglm2-cpp已在mac上测试通过，其他系统暂不支持
     "chatglm2-cpp": {
         "name": "chatglm2-cpp",
@@ -219,7 +228,7 @@ llm_model_dict = {
 }
 
 # LLM 名称
-LLM_MODEL = "chatglm-6b"
+LLM_MODEL = "chatglm2-6b-32k"
 # 量化加载8bit 模型
 LOAD_IN_8BIT = False
 # Load the model with bfloat16 precision. Requires NVIDIA Ampere GPU.
diff --git a/requirements.txt b/requirements.txt
index 4c981b2..7e37cf0 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -8,7 +8,6 @@ layoutparser[layoutmodels,tesseract]
 nltk~=3.8.1
 sentence-transformers
 beautifulsoup4
-icetk
 cpm_kernels
 faiss-cpu
 gradio==3.37.0