Create app.py

app.py

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+import gradio as gr
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+# Load a medical AI model
+MODEL_NAME = "TheBloke/medalpaca-7B-GGUF"
+tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)
+model = AutoModelForCausalLM.from_pretrained(MODEL_NAME)
+
+def diagnose(symptoms):
+    prompt = f"I have the following symptoms: {symptoms}. What could it be?"
+    inputs = tokenizer(prompt, return_tensors="pt")
+    output = model.generate(**inputs, max_length=200)
+    return tokenizer.decode(output[0])
+
+# Create a simple web app
+interface = gr.Interface(
+    fn=diagnose,
+    inputs="text",
+    outputs="text",
+    title="AI Symptom Checker",
+    description="Enter your symptoms, and the AI will suggest possible conditions."
+)
+
+# Launch the app
+interface.launch()