Update README.md

README.md

@@ -75,6 +75,27 @@ scores = (embeddings[:2] @ embeddings[2:].T) * 100
 print(scores.tolist())
 ```
 
+## Using with API
+
+You can use the [embaas API](https://embaas.io) to encode your input. Get your free API key from [embaas.io](https://embaas.io)
+
+import requests
+ 
+url = "https://api.embaas.io/v1/embeddings/"
+ 
+headers = {
+    "Content-Type": "application/json",
+    "Authorization": "Bearer ${YOUR_API_KEY}"
+}
+ 
+data = {
+    "texts": ["This is an example sentence.", "Here is another sentence."],
+    "instruction": "query"
+    "model": "multilingual-e5-base"
+}
+ 
+response = requests.post(url, json=data, headers=headers)
+
 
 ## Evaluation Results