Update README.md

README.md

@@ -3,7 +3,34 @@ license: mit
 base_model:
 - sentence-transformers/msmarco-distilbert-cos-v5
 ---
-# Onxx-converted version
+# Usage using Transformer.js for feature extraction
+
+```
+import { env, pipeline } from "@xenova/transformers";
+
+env.allowLocalModels = false;
+
+const extractor = await pipeline(
+  "feature-extraction",
+  "Fuzail22/onnx-msmarco-distilbert-cos-v5",
+  {
+    quantized: false
+  }
+);
+
+const extract = async (text: string) => {
+    const output = await extractor(text, {
+      pooling: "mean",
+      normalize: true
+    });
+    console.log("extraction output:", output);
+};
+
+extact("Open Source is great!")
+
+```
+
+> This is Onnx converted version of the original model
 
 Converted Using [Xenova](https://github.com/xenova/transformers.js/blob/main/scripts/convert.py)