diff --git a/README.md b/README.md
index e587049..8adc4c7 100644
--- a/README.md
+++ b/README.md
@@ -265,6 +265,9 @@ go build -o localagi
LocalAGI can be used as a Go library to programmatically create and manage AI agents. Let's start with a simple example of creating a single agent:
+
+Basic Usage: Single Agent
+
```go
import (
"github.com/mudler/LocalAGI/core/agent"
@@ -311,7 +314,10 @@ This basic example shows how to:
- Configure basic features like knowledge base and reasoning
- Start and stop the agent
-#### Advanced Usage with Agent Pools
+
+
+
+Advanced Usage: Agent Pools
For managing multiple agents, you can use the AgentPool system:
@@ -386,6 +392,11 @@ pool.Stop("my-agent")
err = pool.Remove("my-agent")
```
+
+
+
+Available Features
+
Key features available through the library:
- **Single Agent Management**: Create and manage individual agents with basic configuration
@@ -400,6 +411,8 @@ Key features available through the library:
For more details about available configuration options and features, refer to the [Agent Configuration Reference](#agent-configuration-reference) section.
+
+
### Development
The development workflow is similar to the source build, but with additional steps for hot reloading of the frontend: