sync the index

docs/source/apis/components/index.rst

@@ -3,81 +3,89 @@
 Components
 ==============
 
-The components section of the LightRAG API documentation outlines the detailed specifications and functionalities of various API components. Each component plays a crucial role in the LightRAG framework, providing specialized capabilities and interactions.
+.. The components section of the LightRAG API documentation outlines the detailed specifications and functionalities of various API components. Each component plays a crucial role in the LightRAG framework, providing specialized capabilities and interactions.
+
+
+ModelClient
+~~~~~~~~~~~~~~~~~~~~
 
-Overview
-----------
 .. autosummary::
+   :toctree: None
 
-   components.agent.react
 
+   components.model_client.groq_client
    components.model_client.anthropic_client
+   components.model_client.openai_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
+Retriever
+~~~~~~~~~~~~~~~~~~~~
 
-   components.reasoning.chain_of_thought
+.. autosummary::
+   :toctree: None
 
    components.retriever.bm25_retriever
    components.retriever.faiss_retriever
    components.retriever.llm_retriever
+
    components.retriever.postgres_retriever
-   components.retriever.reranker_retriever
 
-   components.output_parsers.outputs
+   components.retriever.reranker_retriever
 
 
 Output Parsers
---------------
-.. toctree::
-   :maxdepth: 1
+~~~~~~~~~~~~~~~~~~~~
 
-   components.output_parsers
+.. autosummary::
+   :toctree: None
 
-Agents
-------
-.. toctree::
-   :maxdepth: 1
+   components.output_parsers.outputs
 
-   components.agent
+Agent
+~~~~~~~~~~~~~~~~~~~~
 
-Model Clients
------------------
-.. toctree::
-   :maxdepth: 1
+.. autosummary::
+   :toctree: None
 
-   components.model_client
+   components.agent.react
 
 Data Process
-----------------
-.. toctree::
-   :maxdepth: 1
+~~~~~~~~~~~~~~~~~~~~
 
-   components.data_process
+.. autosummary::
+   :toctree: None
 
-.. Embedders
-.. ---------
-.. .. toctree::
-..    :maxdepth: 1
 
-..    components.embedder
+   components.data_process.text_splitter
+
+   components.data_process.data_components
 
-.. Reasoners
-.. ---------
-.. .. toctree::
-..    :maxdepth: 1
+Memory
+~~~~~~~~~~~~~~~~~~~~
+
+.. autosummary::
+   :toctree: None
+
+   components.memory.memory
+
+Reasoning
+
+.. autosummary::
+   :toctree: None
+
+   components.reasoning.chain_of_thought
 
-..    components.reasoning
 
-Retrievers
-----------
 .. toctree::
-   :maxdepth: 1
+   :maxdepth: 2
+   :hidden:
 
+   components.model_client
    components.retriever
+   components.output_parsers
+   components.agent
+   components.data_process
+   components.reasoning
+   components.memory