fixed the links

docs/mkdocs.yml

@@ -63,12 +63,6 @@ extra:
         url: "https://docs.swarms.world/en/latest/swarms/tools/tools_examples/"
       - title: "Multi-Agent Architectures"
         url: "https://docs.swarms.world/en/latest/swarms/concept/swarm_architectures/"
-      - title: "Sequential Workflow"
-        url: "https://docs.swarms.world/en/latest/swarms/structs/sequential_workflow/"
-      - title: "Concurrent Workflow"
-        url: "https://docs.swarms.world/en/latest/swarms/structs/concurrentworkflow/"
-      - title: "Hierarchical Swarm"
-        url: "https://docs.swarms.world/en/latest/swarms/structs/hierarchical_swarm/"
       - title: "Swarm Router"
         url: "https://docs.swarms.world/en/latest/swarms/structs/swarm_router/"
 
@@ -85,10 +79,7 @@ extra:
         url: "https://docs.swarms.world/en/latest/swarms/examples/groupchat_example/"
       - title: "Agent Rearrange"
         url: "https://docs.swarms.world/en/latest/swarms/structs/agent_rearrange/"
-      - title: "Deep Research Swarm"
+
-        url: "https://docs.swarms.world/en/latest/swarms/structs/deep_research_swarm/"
-      - title: "MALT Framework"
-        url: "https://docs.swarms.world/en/latest/swarms/structs/malt/"
 
     "Popular Tools & Integrations":
       - title: "MCP (Model Context Protocol)"
@@ -109,28 +100,14 @@ extra:
         url: "https://docs.swarms.world/en/latest/swarms/agents/structured_outputs/"
   
     "Paper Implementations":
-      - title: "Paper Implementations Overview"
-        url: "https://docs.swarms.world/en/latest/examples/paper_implementations/"
       - title: "MALT (Multi-Agent Learning Task)"
         url: "https://github.com/kyegomez/swarms/blob/master/examples/single_agent/reasoning_agent_examples/malt_example.py"
       - title: "MAI-DxO (Medical AI Diagnosis)"
         url: "https://github.com/The-Swarm-Corporation/Open-MAI-Dx-Orchestrator"
       - title: "AI-CoScientist Research Framework"
         url: "https://github.com/The-Swarm-Corporation/AI-CoScientist"
-      - title: "Mixture of Agents (MoA)"
-        url: "https://github.com/kyegomez/swarms/blob/master/examples/multi_agent/mixture_of_agents_example.py"
       - title: "Agent-as-a-Judge Evaluation"
         url: "https://github.com/kyegomez/swarms/blob/master/examples/single_agent/reasoning_agent_examples/agent_judge_example.py"
-      - title: "Swarms of Browser Agents"
-        url: "https://docs.swarms.world/en/latest/examples/swarms_of_browser_agents/"
-      - title: "Swarms DAO Governance"
-        url: "https://docs.swarms.world/en/latest/examples/swarms_dao/"
-      - title: "Deep Research Swarm Examples"
-        url: "https://github.com/kyegomez/swarms/tree/master/examples/multi_agent/deep_research_examples"
-      - title: "Hierarchical Swarm Examples"
-        url: "https://github.com/kyegomez/swarms/tree/master/examples/multi_agent/hiearchical_swarm"
-      - title: "All Examples Repository"
-        url: "https://github.com/kyegomez/swarms/tree/master/examples"
       - title: "Research Papers Collection"
         url: "https://github.com/kyegomez/awesome-multi-agent-papers"