diff --git a/Cargo.toml b/Cargo.toml
index f8526a6..8150e66 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -3,6 +3,13 @@ name = "arms"
 version = "0.0.1"
 edition = "2024"
 
+description = "🧬 The adaptive model routing system for exploration and exploitation."
+license = "MIT"
+repository = "https://github.com/InftyAI/AMRS"
+readme = "README.md"
+keywords = ["llmops", "ai-gateway", "ai-proxy", "sdk", "llm"]
+categories = ["router"]
+
 [dependencies]
 async-openai = { version = "0.31.1", features = ["_api", "response-types", "responses", "chat-completion"] }
 async-trait = "0.1.89"
diff --git a/README.md b/README.md
index e663b8d..52ac385 100644
--- a/README.md
+++ b/README.md
@@ -23,7 +23,17 @@ AMRS builds on top of [async-openai](https://github.com/64bit/async-openai) to p
   - OpenAI compatible providers (OpenAI, DeepInfra, etc.)
   - More on the way
 
-## How to use
+## How to Install
+
+Run the following Cargo command in your project directory:
+
+`cargo add arms`
+
+Or add the following line to your Cargo.toml:
+
+`arms = "0.0.1"`
+
+## How to Use
 
 Here's a simple example with the Weighted Round Robin (WRR) routing mode. Before running the code, make sure to set your provider API key in the environment variable by running `export <PROVIDER>_API_KEY="your_openai_api_key"`.
 Here we use OpenAI as an example.
@@ -32,54 +42,60 @@ Here we use OpenAI as an example.
 ```rust
 # Make sure OPENAI_API_KEY is set in your environment variables before running this code.
 
-use tokio::runtime::Runtime;
 use arms::client;
 use arms::types::chat;
+use tokio::runtime::Runtime;
 
-let config = client::Config::builder()
-    .provider("openai")
-    .routing_mode(client::RoutingMode::WRR)
-    .model(
-        client::ModelConfig::builder()
-            .name("gpt-3.5-turbo")
-            .weight(2)
-            .build()
-            .unwrap(),
-    )
-    .model(
-        client::ModelConfig::builder()
-            .name("gpt-4")
-            .weight(1)
-            .build()
-            .unwrap(),
-    )
-    .build()
-    .unwrap();
-
-let mut client = client::Client::new(config);
-let request = chat::CreateChatCompletionRequestArgs::default()
-    .messages([
-        chat::ChatCompletionRequestSystemMessage::from("You are a helpful assistant.").into(),
-        chat::ChatCompletionRequestUserMessage::from("Who won the FIFA World Cup in 2025?").into(),
-    ])
-    .build()
-    .unwrap();
-
-let result = Runtime::new().unwrap().block_on(client.create_completion(request));
-match result {
-    Ok(response) => {
-        for choice in response.choices {
-            println!("Response: {:?}", choice.message.content);
+fn main() {
+    let config = client::Config::builder()
+        .provider("deepinfra")
+        .routing_mode(client::RoutingMode::WRR)
+        .model(
+            client::ModelConfig::builder()
+                .name("deepseek-ai/DeepSeek-V3.2")
+                .weight(2)
+                .build()
+                .unwrap(),
+        )
+        .model(
+            client::ModelConfig::builder()
+                .name("nvidia/Nemotron-3-Nano-30B-A3B")
+                .weight(1)
+                .build()
+                .unwrap(),
+        )
+        .build()
+        .unwrap();
+
+    let mut client = client::Client::new(config);
+    let request = chat::CreateChatCompletionRequestArgs::default()
+        .messages([
+            chat::ChatCompletionRequestSystemMessage::from("You are a helpful assistant.").into(),
+            chat::ChatCompletionRequestUserMessage::from("How long it takes to learn Rust?").into(),
+        ])
+        .build()
+        .unwrap();
+
+    let result = Runtime::new()
+        .unwrap()
+        .block_on(client.create_completion(request));
+    match result {
+        Ok(response) => {
+            for choice in response.choices {
+                println!("Response: {:?}", choice.message.content);
+            }
+        }
+        Err(e) => {
+            eprintln!("Error: {}", e);
         }
-    }
-    Err(e) => {
-        eprintln!("Error: {}", e);
     }
 }
 ```
 
+See more examples [here](/examples) folder.
+
 ## Contributing
 
 🚀 All kinds of contributions are welcomed ! Please follow [Contributing](/CONTRIBUTING.md).
 
-[![Star History Chart](https://api.star-history.com/svg?repos=inftyai/amrs&type=Date)](https://www.star-history.com/#inftyai/amrs&Date)
\ No newline at end of file
+[![Star History Chart](https://api.star-history.com/svg?repos=inftyai/amrs&type=Date)](https://www.star-history.com/#inftyai/amrs&Date)
diff --git a/examples/wrr.rs b/examples/wrr.rs
new file mode 100644
index 0000000..6050b8f
--- /dev/null
+++ b/examples/wrr.rs
@@ -0,0 +1,48 @@
+use arms::client;
+use arms::types::chat;
+use tokio::runtime::Runtime;
+
+fn main() {
+    let config = client::Config::builder()
+        .provider("deepinfra")
+        .routing_mode(client::RoutingMode::WRR)
+        .model(
+            client::ModelConfig::builder()
+                .name("deepseek-ai/DeepSeek-V3.2")
+                .weight(2)
+                .build()
+                .unwrap(),
+        )
+        .model(
+            client::ModelConfig::builder()
+                .name("nvidia/Nemotron-3-Nano-30B-A3B")
+                .weight(1)
+                .build()
+                .unwrap(),
+        )
+        .build()
+        .unwrap();
+
+    let mut client = client::Client::new(config);
+    let request = chat::CreateChatCompletionRequestArgs::default()
+        .messages([
+            chat::ChatCompletionRequestSystemMessage::from("You are a helpful assistant.").into(),
+            chat::ChatCompletionRequestUserMessage::from("How long it takes to learn Rust?").into(),
+        ])
+        .build()
+        .unwrap();
+
+    let result = Runtime::new()
+        .unwrap()
+        .block_on(client.create_completion(request));
+    match result {
+        Ok(response) => {
+            for choice in response.choices {
+                println!("Response: {:?}", choice.message.content);
+            }
+        }
+        Err(e) => {
+            eprintln!("Error: {}", e);
+        }
+    }
+}
diff --git a/src/main.rs b/src/main.rs
deleted file mode 100644
index 8ab0e53..0000000
--- a/src/main.rs
+++ /dev/null
@@ -1,105 +0,0 @@
-use tokio::runtime::Runtime;
-
-use arms::client;
-use arms::types::chat;
-
-fn main() {
-    // case 1: completion with DeepInfra provider.
-    let config = client::Config::builder()
-        .provider("deepinfra")
-        .routing_mode(client::RoutingMode::WRR)
-        .model(
-            client::ModelConfig::builder()
-                .name("nvidia/Nemotron-3-Nano-30B-A3B")
-                .weight(1)
-                .build()
-                .unwrap(),
-        )
-        .model(
-            client::ModelConfig::builder()
-                .name("deepseek-ai/DeepSeek-V3.2")
-                .weight(2)
-                .build()
-                .unwrap(),
-        )
-        .build()
-        .unwrap();
-
-    let mut client = client::Client::new(config);
-
-    let request = chat::CreateChatCompletionRequestArgs::default()
-        .messages([
-            chat::ChatCompletionRequestSystemMessage::from("You are a helpful assistant.").into(),
-            chat::ChatCompletionRequestUserMessage::from("Who won the world series in 2020?")
-                .into(),
-            chat::ChatCompletionRequestAssistantMessage::from(
-                "The Los Angeles Dodgers won the World Series in 2020.",
-            )
-            .into(),
-            chat::ChatCompletionRequestUserMessage::from("Where was it played?").into(),
-        ])
-        .build()
-        .unwrap();
-
-    let result = Runtime::new()
-        .unwrap()
-        .block_on(client.create_completion(request));
-
-    match result {
-        Ok(response) => {
-            for choice in response.choices {
-                println!("Response: {:?}", choice.message.content);
-            }
-        }
-        Err(e) => {
-            eprintln!("Error: {}", e);
-        }
-    }
-
-    // case 2: response with DeepInfra provider.
-    // let config = client::Config::builder()
-    //     .provider("deepinfra")
-    //     .routing_mode(client::RoutingMode::WRR)
-    //     .model(
-    //         client::ModelConfig::builder()
-    //             .name("nvidia/Nemotron-3-Nano-30B-A3B")
-    //             .weight(1)
-    //             .build()
-    //             .unwrap(),
-    //     )
-    //     .model(
-    //         client::ModelConfig::builder()
-    //             .name("deepseek-ai/DeepSeek-V3.2")
-    //             .weight(2)
-    //             .build()
-    //             .unwrap(),
-    //     )
-    //     .build()
-    //     .unwrap();
-
-    // let mut client = client::Client::new(config);
-
-    // let request = responses::CreateResponseArgs::default()
-    //     .input(responses::InputParam::Items(vec![
-    //         responses::InputItem::EasyMessage(responses::EasyInputMessage {
-    //             r#type: responses::MessageType::Message,
-    //             role: responses::Role::User,
-    //             content: responses::EasyInputContent::Text("What is AGI?".to_string()),
-    //         }),
-    //     ]))
-    //     .build()
-    //     .unwrap();
-
-    // let result = Runtime::new()
-    //     .unwrap()
-    //     .block_on(client.create_response(request));
-
-    // match result {
-    //     Ok(response) => {
-    //         println!("Response ID: {}", response.id);
-    //     }
-    //     Err(e) => {
-    //         eprintln!("Error: {}", e);
-    //     }
-    // }
-}