diff --git a/Dockerfile b/Dockerfile
index 94d83cb9a..714d0efad 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -4,15 +4,15 @@ FROM python:3.10-slim AS lite
 # Common dependencies
 RUN apt-get update -qqy && \
     apt-get install -y --no-install-recommends \
-      ssh \
-      git \
-      gcc \
-      g++ \
-      poppler-utils \
-      libpoppler-dev \
-      unzip \
-      curl \
-      cargo
+        ssh \
+        git \
+        gcc \
+        g++ \
+        poppler-utils \
+        libpoppler-dev \
+        unzip \
+        curl \
+        cargo
 
 # Setup args
 ARG TARGETPLATFORM
@@ -62,13 +62,13 @@ FROM lite AS full
 # Additional dependencies for full version
 RUN apt-get update -qqy && \
     apt-get install -y --no-install-recommends \
-      tesseract-ocr \
-      tesseract-ocr-jpn \
-      libsm6 \
-      libxext6 \
-      libreoffice \
-      ffmpeg \
-      libmagic-dev
+        tesseract-ocr \
+        tesseract-ocr-jpn \
+        libsm6 \
+        libxext6 \
+        libreoffice \
+        ffmpeg \
+        libmagic-dev
 
 # Install torch and torchvision for unstructured
 RUN --mount=type=ssh  \
diff --git a/docs/pages/app/ext/user-management.md b/docs/pages/app/ext/user-management.md
index 988380f29..1b3979ee3 100644
--- a/docs/pages/app/ext/user-management.md
+++ b/docs/pages/app/ext/user-management.md
@@ -11,4 +11,4 @@ Once enabled, you have access to the following features:
 
 - User login/logout (located in Settings Tab)
 - User changing password (located in Settings Tab)
-- Create / List / Edit / Delete user (located in Admin > User Management Tab)
+- Create / List / Edit / Delete user (located in Resources > Users Tab)
diff --git a/libs/kotaemon/kotaemon/rerankings/tei_fast_rerank.py b/libs/kotaemon/kotaemon/rerankings/tei_fast_rerank.py
index 4ac4b8ef3..3cb81f63f 100644
--- a/libs/kotaemon/kotaemon/rerankings/tei_fast_rerank.py
+++ b/libs/kotaemon/kotaemon/rerankings/tei_fast_rerank.py
@@ -29,13 +29,18 @@ class TeiFastReranking(BaseReranking):
         ),
     )
     is_truncated: Optional[bool] = Param(True, help="Whether to truncate the inputs")
+    max_tokens: Optional[int] = Param(512, help="This option is used to specify the maximum number of tokens supported by the reranker model.")
 
     def client(self, query, texts):
+        if self.is_truncated == True:
+                max_tokens = self.max_tokens # default is 512 tokens.
+                truncated_texts = [text[:max_tokens] for text in texts]
+
         response = session.post(
             url=self.endpoint_url,
             json={
                 "query": query,
-                "texts": texts,
+                "texts": truncated_texts,
                 "is_truncated": self.is_truncated,  # default is True
             },
         ).json()