added handler

call_handler.py

@@ -0,0 +1,14 @@
+from handler import EndpointHandler
+
+# init handler
+my_handler = EndpointHandler(path=".")
+
+# prepare sample payload
+non_holiday_payload = {"inputs": "I am quite excited how this will turn out", }
+holiday_payload = {"inputs": "Today is a though day"}
+
+# test the handler
+non_holiday_pred=my_handler(non_holiday_payload)
+
+# show results
+print("holiday_payload", holiday_payload)

handler.py

@@ -0,0 +1,24 @@
+from typing import Dict, List, Any
+from transformers import ClapModel, ClapProcessor
+import gc
+
+class EndpointHandler:
+    def __init__(self, path=""):
+        model_name = "laion/larger_clap_general"
+        self.model = ClapModel.from_pretrained(model_name)
+        self.processor = ClapProcessor.from_pretrained(model_name)
+
+    def __call__(self, data: Dict[str, Any]) -> List[Dict[str, Any]]:
+        """
+         data args:
+              inputs (:obj: `str`)
+              date (:obj: `str`)
+        Return:
+              A :obj:`list` | `dict`: will be serialized and returned
+        """
+        print(type(data))
+        query = data['inputs']
+        text_inputs = self.processor(text=query, return_tensors="pt")
+        text_embed = self.model.get_text_features(**text_inputs)[0]
+        gc.collect()
+        return text_embed