diff --git a/README.md b/README.md
index b2f3ed72..8c990faa 100644
--- a/README.md
+++ b/README.md
@@ -37,8 +37,9 @@ We're hiring: Engineers, Researchers, Interns And, salesprofessionals to work on
 ---
 
 ## Usage
-We have a small gallery of examples to run here, [for more check out the docs to build your own agent and or swarms!](h)
-### 
+We have a small gallery of examples to run here, [for more check out the docs to build your own agent and or swarms!](https://docs.apac.ai)
+
+### `
 - `MultiAgentDebate` is a simple class that enables multi agent collaboration.
 
 ```python