diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index ff5dae8a..18c6a0a8 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -93,36 +93,15 @@ 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"
-  - References:
-      - Agent Glossary: "swarms/glossary.md"
-      - List of The Best Multi-Agent Papers: "swarms/papers.md"
-  - Contributors:
-      - Contributing: "contributing.md"
-  - Reference:
+  - Framework:
       - Overview: "swarms/index.md"
-      - swarms.models:
+      - 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"
           - Deploying Azure OpenAI in Production A Comprehensive Guide: "swarms/models/azure_openai.md"
           - Language Models:
               - BaseLLM: "swarms/models/base_llm.md"
-              - Overview: "swarms/models/index.md"
               - HuggingFaceLLM: "swarms/models/huggingface.md"
               - Anthropic: "swarms/models/anthropic.md"
               - OpenAIChat: "swarms/models/openai.md"
@@ -136,7 +115,14 @@ nav:
               - Dalle3: "swarms/models/dalle3.md"
               - GPT4VisionAPI: "swarms/models/gpt4v.md"
               - GPT4o: "swarms/models/gpt4o.md"
-      - swarms.structs:
+      - Agents:
+          - Overview: "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"
+      - Structs:
           - Foundational Structures:
               - Agent: "swarms/structs/agent.md"
               - BaseStructure: "swarms/structs/basestructure.md"
@@ -169,3 +155,8 @@ nav:
           - Equipping Autonomous Agents with Tools: "examples/tools_agent.md"
       - Swarms:
           - SequentialWorkflow: "examples/reliable_autonomous_agents.md"
+  - References:
+      - Agent Glossary: "swarms/glossary.md"
+      - List of The Best Multi-Agent Papers: "swarms/papers.md"
+  - Contributors:
+      - Contributing: "contributing.md"