diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index e508ca96..ff5dae8a 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -93,23 +93,23 @@ nav:
       - Overview: "index.md"
       - Install: "swarms/install/install.md"
       - Docker Setup: "swarms/install/docker_setup.md"
-  - Usage Examples:
-      - Overview: "swarms/usage/index.md" # Explains how the framework is decomposed into agents, models, and swarms
-      - Models:
-          - How to Create A Custom Language Model: "swarms/models/custom_model.md"
-          - Models Available: "swarms/models/index.md"
-          - MultiModal Models Available: "swarms/models/multimodal_models.md"
-      - Agents:
-          - Getting started with Agents: "swarms/structs/diy_your_own_agent.md"
-          - Tools: 
-              - Functions, Pydantic BaseModels, and More: "swarms/tools/main.md"
-          - Memory:
-              - Building Custom Vector Memory Databases with the BaseVectorDatabase Class: "swarms/memory/diy_memory.md"
-              - ShortTermMemory: "swarms/memory/short_term_memory.md"
-      - Multi-Agent Collaboration:
-          - SwarmNetwork: "swarms/structs/swarmnetwork.md"
-          - AgentRearrange: "swarms/structs/agent_rearrange.md"
-      - Why does Swarms Exist?: "swarms/usage/why_swarms.md"
+    - Usage Examples:
+        - Overview: "swarms/usage/index.md" # Explains how the framework is decomposed into agents, models, and swarms
+        - Models:
+            - How to Create A Custom Language Model: "swarms/models/custom_model.md"
+            - Models Available: "swarms/models/index.md"
+            - MultiModal Models Available: "swarms/models/multimodal_models.md"
+        - Agents:
+            - Getting started with Agents: "swarms/structs/diy_your_own_agent.md"
+            - Tools: 
+                - Functions, Pydantic BaseModels, and More: "swarms/tools/main.md"
+            - Memory:
+                - Building Custom Vector Memory Databases with the BaseVectorDatabase Class: "swarms/memory/diy_memory.md"
+                - ShortTermMemory: "swarms/memory/short_term_memory.md"
+        - Multi-Agent Collaboration:
+            - SwarmNetwork: "swarms/structs/swarmnetwork.md"
+            - AgentRearrange: "swarms/structs/agent_rearrange.md"
+        - Why does Swarms Exist?: "swarms/usage/why_swarms.md"
   - References:
       - Agent Glossary: "swarms/glossary.md"
       - List of The Best Multi-Agent Papers: "swarms/papers.md"