diff --git a/docs/Makefile b/docs/Makefile
index 3b198b52..ad139cf4 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -34,6 +34,8 @@ apidoc:
 	@python $(SOURCEDIR)/remove_string.py
 	@echo "Removing duplicated files"
 	@python $(SOURCEDIR)/remove_files.py
+	@echo "Renaming and updating file"
+	@python $(SOURCEDIR)/change_api_file_name.py
 
 
 
diff --git a/docs/source/apis/index.rst b/docs/source/apis/index.rst
index 6b4af1d2..5f5f7485 100644
--- a/docs/source/apis/index.rst
+++ b/docs/source/apis/index.rst
@@ -10,26 +10,28 @@ Core
 The core section of the LightRAG API documentation provides detailed information about the foundational components of the LightRAG system. These components are essential for the basic operations and serve as the building blocks for higher-level functionalities.
 
 .. autosummary::
-
+   core.component
    core.base_data_class
+   core.default_prompt_template
    core.model_client
-   core.component
-   core.data_components
+   
+   .. core.data_components
+
    core.db
-   core.default_prompt_template
-   core.embedder
    core.functional
+   
    core.generator
-   core.memory
-   core.parameter
-   core.prompt_builder
-   core.retriever
    core.string_parser
+   core.embedder
+   core.retriever
+   .. core.memory
+
+   core.prompt_builder
    core.tokenizer
    core.func_tool
    core.tool_manager
    core.types
-
+   core.parameter
 
 Components
 -----------
@@ -38,13 +40,28 @@ The components section of the LightRAG API documentation outlines the detailed s
 
 .. autosummary::
 
-   components.agent
-   components.model_client
-   componnets.data_process
-   .. components.reasoning
-   
-   components.retriever
-   components.output_parsers
+   components.agent.react
+
+   components.model_client.anthropic_client
+   components.model_client.cohere_client
+   components.model_client.google_client
+   components.model_client.groq_client
+   components.model_client.openai_client
+   components.model_client.transformers_client
+   components.model_client.utils
+
+   components.data_process.data_components
+   components.data_process.text_splitter
+
+   components.reasoning.chain_of_thought
+
+   components.retriever.bm25_retriever
+   components.retriever.faiss_retriever
+   components.retriever.llm_retriever
+   components.retriever.postgres_retriever
+   components.retriever.reranker_retriever
+
+   components.output_parsers.outputs
 
 
 Evaluation
diff --git a/docs/source/change_api_file_name.py b/docs/source/change_api_file_name.py
new file mode 100644
index 00000000..bbf7a00f
--- /dev/null
+++ b/docs/source/change_api_file_name.py
@@ -0,0 +1,56 @@
+import os
+import re
+
+def update_file_content(directory):
+    module_name = directory.split("/")[-1]
+    
+    for filename in os.listdir(directory):
+        if filename.endswith(".rst") and "index" not in filename:
+            filepath = os.path.join(directory, filename)
+            with open(filepath, "r+", encoding='utf-8') as file:
+                lines = file.readlines()
+                modified = False  # To track if modifications have been made
+                for i in range(len(lines) - 1):
+                    line = lines[i].strip()
+                    next_line = lines[i + 1].strip()
+                    
+                    # Check if the next line is a title underline
+                    if next_line == "=" * len(next_line) and not modified:
+                        # Check if the current line starts with the module_name
+                        if line.startswith(module_name):
+                            # Replace the full module path with only the last segment
+                            new_title = line.split('.')[-1]
+                            lines[i] = new_title + '\n'  # Update the title line
+                            modified = True  # Mark that modification has been made
+                            # No need to break since we are preserving the rest of the content
+
+                # Rewind and update the file only if modifications were made
+                if modified:
+                    file.seek(0)
+                    file.writelines(lines)
+                    file.truncate()  # Ensure the file is cut off at the new end if it's shorter
+                    print(f"Updated {filepath}")
+                
+# def rename_files(directory):
+#     remove_prefix = directory.split("/")[-1] + "."
+#     for filename in os.listdir(directory):
+#         if filename.endswith(".rst") and remove_prefix in filename:
+#             new_filename = filename.replace(remove_prefix, '')
+#             os.rename(os.path.join(directory, filename), os.path.join(directory, new_filename))
+#             print(f"Renamed {filename} to {new_filename}")
+            
+
+if __name__ == "__main__":
+    # Specify the directory or directories you want to process
+    directories = [
+        "./source/apis/core",
+        "./source/apis/components",
+        "./source/apis/utils",
+        "./source/apis/eval",
+        "./source/apis/tracing",
+        "./source/apis/optim",
+    ]
+    for diretory in directories:
+        update_file_content(diretory)
+        # rename_files(diretory)
+    #     rename_and_update_files(dir)
\ No newline at end of file