Update app.py

app.py

@@ -1,43 +1,41 @@
 import openai
 import gradio as gr
 
-# Set up the OpenAI API client with your API key
+# Set up OpenAI API credentials
 openai.api_key = "API_KEY"
 
-# Set up the GPT-3 model engine
-model_engine = "gpt-3.5-turbo"
+# Set up the GPT-3.5-Turbo model
+model_engine = "gpt-3.5-turbo-0301"
+max_tokens = 1000
+temperature = 0.7
 
-# Define the function that generates the response
-def generate_response(prompt):
-    # Set the advanced parameters for the OpenAI API request
-    temperature = 0.7
-    max_tokens = 1000
-    context_length = 2
-
-    # Use the OpenAI API to generate a response
+# Define the function that will be called when the user interacts with the Gradio interface
+def chatbot(text):
+    # Generate a response from the OpenAI model
     response = openai.Completion.create(
         engine=model_engine,
-        prompt=prompt,
-        temperature=temperature,
+        prompt=text,
         max_tokens=max_tokens,
-        n=1,
-        stop=None,
-        frequency_penalty=0,
-        presence_penalty=0,
-        context=context_length * [prompt],
+        temperature=temperature
     )
+    # Extract the generated response from the API response
+    generated_text = response.choices[0].text
+    # Return the response, stripping any leading or trailing whitespace
+    return generated_text.strip()
 
-    return response.choices[0].text.strip()
-
-# Define the Gradio interface for the app
-math_teacher = gr.Interface(
-    fn=generate_response,
+# Define the Gradio interface
+interface = gr.Interface(
+    fn=chatbot,
     inputs="text",
     outputs="text",
-    title="Math Teacher",
-    description="I will provide explanations for mathematical equations or concepts.",
-    examples=[["I need help understanding how probability works."]],
+    title="Math Teacher Chatbot",
+    description="Ask me any math questions you have and I'll do my best to help!",
+    examples=[
+        ["What's the Pythagorean theorem?"],
+        ["What's the area of a circle with radius 5?"],
+        ["What's the derivative of x^2?"],
+    ]
 )
 
-# Run the app on a local server
-math_teacher.launch()
+# Launch the interface
+interface.launch()