diff --git a/docs/source/API/evaluation.rst b/docs/source/API/evaluation.rst
index 4fc410f..0e6b32f 100644
--- a/docs/source/API/evaluation.rst
+++ b/docs/source/API/evaluation.rst
@@ -1,2 +1,2 @@
-Visualized BGE
-==============
\ No newline at end of file
+Evaluation
+==========
\ No newline at end of file
diff --git a/docs/source/API/inference.rst b/docs/source/API/inference.rst
index 0e6b32f..3fe8003 100644
--- a/docs/source/API/inference.rst
+++ b/docs/source/API/inference.rst
@@ -1,2 +1,2 @@
-Evaluation
-==========
\ No newline at end of file
+Inference
+=========
\ No newline at end of file
diff --git a/docs/source/bge/llm_embedder.rst b/docs/source/bge/llm_embedder.rst
deleted file mode 100644
index 73c37de..0000000
--- a/docs/source/bge/llm_embedder.rst
+++ /dev/null
@@ -1,2 +0,0 @@
-LLM-Embedder
-============
\ No newline at end of file
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 11240f1..bfa0d5e 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -51,7 +51,6 @@ We are aiming to enhance text and multi-model retrieval by leveraging advanced e
 
    bge/introduction
    bge/bge_v1
-   bge/llm_embedder
    bge/bge_m3
    bge/bge_icl
    bge/bge_reranker
@@ -62,8 +61,8 @@ We are aiming to enhance text and multi-model retrieval by leveraging advanced e
    :caption: API
 
    API/abc
-   API/evaluation
    API/inference
+   API/evaluation
 
 .. toctree::
    :hidden: