Update README.md

README.md

@@ -6,11 +6,28 @@ colorTo: purple
 sdk: static
 pinned: false
 ---
-![enter image description here](https://assets-global.website-files.com/63f3e085b054e9e3120238f1/63f3e0ba605c2a218c60f27e_image%201.svg)
+
+[<img src="https://assets-global.website-files.com/63f3e085b054e9e3120238f1/63f3e0ba605c2a218c60f27e_image%201.svg" width="250"/>](image.png)
 
 On this organization, you can find the following: 
 
- - Llama2 7B Chat - Interactive UI
- - Llama2 13B Chat - Interactive UI
+**Llama2 Interactive UI**
+ - Llama2 7B Chat - [Interactive UI](https://huggingface.co/spaces/huggingface-projects/llama-2-7b-chat)
+ - Llama2 13B Chat - [Interactive UI](https://huggingface.co/spaces/huggingface-projects/llama-2-13b-chat)
+
+**Llama2 Inference API**
+
+    import requests
+    
+    API_URL = "https://api-inference.huggingface.co/models/meta-llama/Llama-2-13b-chat-hf"
+    headers = {"Authorization": "Bearer hf_xxxxxxx"}
+    
+    def query(payload):
+    	response = requests.post(API_URL, headers=headers, json=payload)
+    	return response.json()
+    	
+    output = query({"inputs": "What is the capital of France?",})
+    print (output[0]['generated_text'])
+