Update app.py

app.py

@@ -1,12 +1,24 @@
 import gradio as gr
 
-gr.Interface.load("models/Helsinki-NLP/opus-mt-en-nl").launch()
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+
+en_nl_tokenizer = AutoTokenizer.from_pretrained("Helsinki-NLP/opus-mt-en-nl")
+en_nl_model = AutoModelForSeq2SeqLM.from_pretrained("Helsinki-NLP/opus-mt-en-nl")
+
+#translation_pipeline = pipeline("text-classification", model=finbert_sentiment_prosus, tokenizer=finbert_sentiment_prosus_tokenizer)
+en_nl_translator = pipeline("translation_en_to_nl", model = en_nl_model, tokenizer=en_nl_tokenizer) #might ignore "translation_en_to_nl"
+# 
+
+
+#gr.Interface.load("models/Helsinki-NLP/opus-mt-en-nl").launch()
 
 def translate(df):
     #translate the input_text
     
     for i in range(len(df['English'])):
-        df.loc[i, 'Dutch'] = translated.
+
+        input_string = df.loc[i, 'English']
+        df.loc[i, 'Dutch'] = en_nl_translator(input_string)
 
     return df