Create app.py

app.py

@@ -0,0 +1,60 @@
+import os
+import openai
+
+import gradio as gr
+
+
+# ex_list = [["Women are not as capable as men in leadership roles."],["Women are capable as men in leadership roles."]]
+
+def classify_gender_equality(password, input_sentence):
+    # Here goes your code to classify gender equality from input_sentence
+    # Return the result as a string
+
+    # set up OpenAI API key
+    openai.api_key = password
+    # Set up the fine-tuned model for gender equality classification
+    model_engine = "text-davinci-003"
+    model_prompt = ("""
+    Please classify the following sentence as promoting or not promoting gender equality:
+
+    Sentence: 
+    """)
+
+    # The gender equality classification API endpoint
+    endpoint = "text-davinci-003"
+
+    def is_gender_equal(sentence):
+        prompt = model_prompt + sentence
+        completions = openai.Completion.create(
+            engine=endpoint,
+            prompt=prompt,
+            max_tokens=1024,
+            n=1,
+            stop=None,
+            temperature=0.5,
+        )
+        message = completions.choices[0].text
+        return message.strip().lower() == "promoting gender equality"
+
+    # Example usage
+    # sentence = "Women are capable as men in leadership roles."
+    # sentence = "Women are not as capable as men in leadership roles."
+    # sentence = "Gender equality is important for the progress of society."
+    sentence = input_sentence
+    if is_gender_equal(sentence):
+        # print(f"'{sentence}' is promoting gender equality.")
+        return "This sentence is promoting gender equality."
+    else:
+        # print(f"'{sentence}' is not promoting gender equality.")
+        return "This sentence is not promoting gender equality."
+
+# Create the input text fields
+password_input = gr.inputs.Textbox(label="OpenAI API key", type="password")
+
+input_text = gr.inputs.Textbox(label="Input Sentence", default="Women deserve equal pay")
+
+# Create the output text field
+output_text = gr.outputs.Textbox(label="Gender Equality Classification")
+
+# Create the Gradio interface
+gr.Interface(fn=classify_gender_equality, inputs=[password_input, input_text], outputs=output_text, title='Gender Equality Classification').launch()