Initial Draft

app.py

@@ -5,11 +5,71 @@ import streamlit as st
 ################################
 
 def option_change():
-    st.session_state.input_text="Hello"
+    if st.session_state.action_type=="Sentiment Analysis":
+        sentiment_analysis()
+    elif st.session_state.action_type=="Zero-shot Classification":
+        zero_shot_classification()
+    elif st.session_state.action_type=="Text Generation":
+        text_generation()
+    elif st.session_state.action_type=="Mask Filling":
+        mask_filling()
+    elif st.session_state.action_type=="Named Entity Recognition":
+        named_entity_recognition()
+    elif st.session_state.action_type=="Question & Answering":
+        qna()
+    elif st.session_state.action_type=="Summarization":
+        summarization()
+    elif st.session_state.action_type=="English to French Translation":
+        translation_eng2frn()
 
 def button_clicked():
     st.session_state.output_text="Button Clicked"
 
+def sentiment_analysis():
+    st.session_state.input_text="I've been waiting for a HuggingFace course my whole life."
+
+def zero_shot_classification():
+    st.session_state.input_text="This is a course about the transformers library"
+
+def text_generation():
+    st.session_state.input_text="In this course, we will teach you how to"
+
+def mask_filling():
+    st.session_state.input_text="This course will teach you all about <mask> models."
+
+def named_entity_recognition():
+    st.session_state.input_text="My name is Sylvain and I work at Hugging Face in Brooklyn."
+
+def qna():
+    st.session_state.input_text="My name is Sylvain and I work at Hugging Face in Brooklyn"
+
+def summarization():
+    st.session_state.input_text= 
+    """
+    America has changed dramatically during recent years. Not only has the number of 
+    graduates in traditional engineering disciplines such as mechanical, civil, 
+    electrical, chemical, and aeronautical engineering declined, but in most of 
+    the premier American universities engineering curricula now concentrate on 
+    and encourage largely the study of engineering science. As a result, there 
+    are declining offerings in engineering subjects dealing with infrastructure, 
+    the environment, and related issues, and greater concentration on high 
+    technology subjects, largely supporting increasingly complex scientific 
+    developments. While the latter is important, it should not be at the expense 
+    of more traditional engineering.
+
+    Rapidly developing economies such as China and India, as well as other 
+    industrial countries in Europe and Asia, continue to encourage and advance 
+    the teaching of engineering. Both China and India, respectively, graduate 
+    six and eight times as many traditional engineers as does the United States. 
+    Other industrial countries at minimum maintain their output, while America 
+    suffers an increasingly serious decline in the number of engineering graduates 
+    and a lack of well-educated engineers.
+    """
+
+def translation_eng2frn():
+    st.session_state.input_text= "This course is produced by Hugging Face."
+
+
 ################################
 ####### Display of data ########
 ################################