Upload handler.py

handler.py

@@ -0,0 +1,22 @@
+from typing import Dict, List, Any
+from sentence_transformers import SentenceTransformer
+
+class EndpointHandler():
+    def __init__(self, path=""):
+        # Preload all the elements you are going to need at inference.
+        # pseudo:
+        # self.model= load_model(path)
+        self.embedding_model = SentenceTransformer(model=path)
+
+    def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
+        """
+       data args:
+            inputs (:obj: `str` | `PIL.Image` | `np.array`)
+            kwargs
+      Return:
+            A :obj:`list` | `dict`: will be serialized and returned
+        """
+        embeddings = self.embedding_model.encode(data)
+        return embeddings
+        # pseudo
+        # self.model(input)