Implement gradio app.

app.py

@@ -1,7 +1,68 @@
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+from transformers import pipeline
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+pipe = pipeline("text-generation", model="tiiuae/falcon-7b-instruct", trust_remote_code=True)
+# flan-t5-small doesn't work very well
+# pipe = pipeline("text2text-generation", model="google/flan-t5-small", trust_remote_code=True, max_length=500)
+
+with gr.Blocks(title="Kind Words - Gradio") as demo:
+
+    gr.Markdown(
+        """
+        # Kind Words - Gradio
+        Please fill in the details below to create kind words
+        """)
+    with gr.Group():
+        name_box = gr.Textbox(label="Name", value="Emily")
+        situation_box = gr.Textbox(label="Situation", value="Writing a scientific blog post about using AI to protect deep-sea coral reefs")
+        behavior_box = gr.Textbox(label="Behavior", value="Emily interacted professionally and efficiently, was open to making modifications based on feedback and worked proficiently with the time constraints of others")
+        impact_box = gr.Textbox(label="Impact", value="A professional and engaging science blog post was created that communicated our science well")
+        with gr.Row():
+            perspective_dropdown = gr.Dropdown(["First Person", "Third Person"], label="Perspective", value="Third Person")
+            length_dropdown = gr.Dropdown(["Short", "Medium", "Long"], label="Output length", value="Medium")
+            praise_dropdown = gr.Dropdown(["Minimal", "Modest", "High"], label="Praise level", value="Modest")
+
+    submit_btn = gr.Button("Submit")
+
+    error_box = gr.Textbox(label="Error", visible=False)
+
+    with gr.Column(visible=False) as output_col:
+        output_box = gr.Textbox(label="Output")
+
+    def submit(name, situation, behavior, impact, perspective, length, praise):
+        if len(name) == 0:
+            return {error_box: gr.update(value="Enter name", visible=True)}
+        elif len(situation) == 0:
+            return {error_box: gr.update(value="Enter a description of the situation", visible=True)}
+        elif len(behavior) == 0:
+            return {error_box: gr.update(value="Enter a description of the behavior", visible=True)}
+        elif len(impact) == 0:
+            return {error_box: gr.update(value="Enter a description of the impact", visible=True)}
+
+        if length == "Short":
+            output_length = "a short paragraph"
+        elif length == "Long":
+            output_length = "several paragraphs"
+        else:
+            output_length = "a couple of paragraphs "
+
+        prompt = f"""Write {output_length} in a {perspective.lower()} perspective providing positive feedback with {praise.lower()} praise using the following details:
+Name: {name}
+Situation: {situation}
+Behavior: {behavior}
+Impact: {impact}"""
+
+        return {
+            output_col: gr.update(visible=True),
+            # output_box: prompt,
+            output_box: pipe(prompt)[0]["generated_text"],
+        }
+
+    submit_btn.click(
+        submit,
+        [name_box, situation_box, behavior_box, impact_box, perspective_dropdown, length_dropdown, praise_dropdown],
+        [error_box, output_box, output_col],
+    )
+
+demo.launch()

requirements.txt

@@ -1 +1,3 @@
-gradio
+gradio
+transformers
+torch