diff --git a/docs/api_reference.md b/docs/api_reference.md
index 4306d5111..c3bf9644d 100644
--- a/docs/api_reference.md
+++ b/docs/api_reference.md
@@ -5,7 +5,7 @@
 
 The Cognee API has:
 
-1. via Python library
+1. Python library configuration entry points
 2. FastAPI server 
 
 
diff --git a/mkdocs.yml b/mkdocs.yml
index d8ad53260..557291e9f 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -130,11 +130,6 @@ nav:
       - "blog/index.md"
   - Why cognee:
       - "why.md"
-  - Concepts:
-    - Propositions: 'concepts/propositions.md'
-    - Multilayer graph network: 'concepts/multilayer_graph_networks.md'
-    - Data models: 'concepts/graph_data_models.md'
-    - LLM structured Outputs: "concepts/llm_structured_outputs.md"
   - Research:
       - "research.md"
   - Api reference: