update code

inference.py

@@ -22,3 +22,16 @@
 
 # # Print the response (the predictions)
 # print(response.json())
+
+from transformers import pipeline
+
+# Specify the model you want to use
+model_name = "sayyedAhmed/Crisis_Severity_Predictor_LSTM"
+
+# Create the pipeline with manual framework specification (using 'tf' for TensorFlow)
+classifier = pipeline("text-classification", model=model_name, framework="tf")
+
+# Use the pipeline to run inference
+result = classifier("Example text for classification.")
+print(result)
+