diff --git a/docs/integrations/crewai.mdx b/docs/integrations/crewai.mdx
index decc0cc2..e2b90444 100644
--- a/docs/integrations/crewai.mdx
+++ b/docs/integrations/crewai.mdx
@@ -164,3 +164,5 @@ By combining CrewAI with Mem0, you can create sophisticated AI systems that main
- For CrewAI documentation, visit [CrewAI Documentation](https://docs.crewai.com/)
- For Mem0 documentation, refer to the [Mem0 Platform](https://app.mem0.ai/)
+
+
diff --git a/docs/integrations/langchain-tools.mdx b/docs/integrations/langchain-tools.mdx
index 9edfa31c..5c021661 100644
--- a/docs/integrations/langchain-tools.mdx
+++ b/docs/integrations/langchain-tools.mdx
@@ -327,4 +327,10 @@ All tools are implemented as Langchain `StructuredTool` instances, making them c
2. Add the tools to your agent's toolset
3. The agent can now use these tools to manage memories through natural language interactions
-Each tool provides structured input validation through Pydantic models and returns consistent responses that can be processed by your agent.
\ No newline at end of file
+Each tool provides structured input validation through Pydantic models and returns consistent responses that can be processed by your agent.
+
+## Help
+
+In case of any questions, please feel free to reach out to us using one of the following methods:
+
+
diff --git a/docs/integrations/multion.mdx b/docs/integrations/multion.mdx
index 610a8807..157116e9 100644
--- a/docs/integrations/multion.mdx
+++ b/docs/integrations/multion.mdx
@@ -210,3 +210,5 @@ These examples illustrate how combining memory management with web browsing capa
- For more details and advanced usage, refer to the full [cookbooks here](https://github.com/mem0ai/mem0/blob/main/cookbooks).
- Feel free to visit our [Github](https://github.com/mem0ai/mem0) or [Mem0 Platform](https://app.mem0.ai/).
- For any questions or assistance, please reach out to `taranjeetio` on [Discord](https://mem0.dev/DiD).
+
+
\ No newline at end of file
diff --git a/docs/integrations/overview.mdx b/docs/integrations/overview.mdx
index e09ddac7..fb2b813d 100644
--- a/docs/integrations/overview.mdx
+++ b/docs/integrations/overview.mdx
@@ -72,7 +72,7 @@ Here are the available integrations for Mem0:
}
- href="/integrations/llamaindex"
+ href="/integrations/llama-index"
>
Build RAG applications with LlamaIndex and Mem0.