Create app.py

app.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load the two mental health chatbots (models)
+# Model 1: PsychGPT
+model1 = pipeline("text-generation", model="thrishala/mental_health_chatbot")
+
+# Model 2: Mental Health Chatbot from Hugging Face (replace with the actual model you're using)
+model2 = pipeline("text-generation", model="thrishala/mental_health_chatbot")  # Update with actual model name
+
+# Define a function that takes user input and gets responses from both models
+def compare_models(input_text):
+    response1 = model1(input_text, max_length=100)[0]["generated_text"]
+    response2 = model2(input_text, max_length=100)[0]["generated_text"]
+    return response1, response2
+
+# Create Gradio interface for comparison
+iface = gr.Interface(fn=compare_models,
+                     inputs="text",
+                     outputs=["text", "text"],
+                     live=True,
+                     title="Mental Health Chatbot Comparison",
+                     description="Compare responses from two different Mental Health Chatbot models")
+
+# Launch the interface
+iface.launch()