Update app.py

app.py

@@ -86,41 +86,59 @@ def respond(albumin, creatinine, glucose, crp, mcv, rdw, alp, wbc, lymphocytes,
     return completion.choices[0].message.content
 
 
-# ---------------- Gradio UI ----------------
-with gr.Blocks() as demo:
-    gr.Markdown("## 🧪 AI Health Assistant (Extended Biomarkers via Groq Llama-3.3-70B)")
+# --- Gradio Interface ---
+with gr.Blocks(title="🧬 Biomarker Medical Insight Chatbot") as demo:
+    gr.Markdown(
+        """
+        ## 🧠 AI-Powered Biomarker Report Generator  
+        Enter the patient details and biomarkers below.  
+        The AI will generate a **comprehensive medical report** with structured insights, risk assessment, and recommendations.
+        """
+    )
+
+    # --- Basic Info ---
+    with gr.Row():
+        age = gr.Number(label="Age", value=45)
+        gender = gr.Radio(["Male", "Female"], label="Gender", value="Male")
+
+    with gr.Row():
+        height = gr.Number(label="Height (cm)", value=175)
+        weight = gr.Number(label="Weight (kg)", value=72)
+
+    # --- Biomarkers ---
+    gr.Markdown("### 🧫 Biomarker Inputs (Demo Values Pre-filled)")
+    with gr.Row():
+        albumin = gr.Number(label="Albumin (g/dL)", value=4.2)
+        creatinine = gr.Number(label="Creatinine (mg/dL)", value=1.1)
+        glucose = gr.Number(label="Glucose (mg/dL)", value=98)
 
     with gr.Row():
-        with gr.Column():
-            albumin = gr.Textbox(label="Albumin (g/dL)", value="4.5")
-            creatinine = gr.Textbox(label="Creatinine (mg/dL)", value="1.5")
-            glucose = gr.Textbox(label="Glucose (mg/dL, fasting)", value="160")
-            crp = gr.Textbox(label="CRP (mg/L)", value="2.5")
-            mcv = gr.Textbox(label="MCV (fL)", value="150")
-            rdw = gr.Textbox(label="RDW (%)", value="15")
-            alp = gr.Textbox(label="ALP (U/L)", value="146")
-            wbc = gr.Textbox(label="WBC (10^3/μL)", value="10.5")
-            lymphocytes = gr.Textbox(label="Lymphocytes (%)", value="38")
-            hemoglobin = gr.Textbox(label="Hemoglobin (g/dL)", value="13.5")
-            pv = gr.Textbox(label="Plasma Viscosity (mPa·s)", value="1.7")
-
-        with gr.Column():
-            age = gr.Textbox(label="Age (years)", value="30")
-            gender = gr.Dropdown(choices=["Male", "Female"], label="Gender", value="Male")
-            height = gr.Textbox(label="Height (cm)", value="170")
-            weight = gr.Textbox(label="Weight (kg)", value="65")
-
-    output = gr.Textbox(label="AI Health Report", lines=30)
-
-    btn = gr.Button("Generate Report")
-    btn.click(
-        respond,
+        crp = gr.Number(label="CRP (mg/L)", value=2.5)
+        mcv = gr.Number(label="MCV (fL)", value=90.5)
+        rdw = gr.Number(label="RDW (%)", value=13.2)
+
+    with gr.Row():
+        alp = gr.Number(label="ALP (U/L)", value=110)
+        wbc = gr.Number(label="WBC (x10^3/μL)", value=6.8)
+        lymphocytes = gr.Number(label="Lymphocytes (%)", value=35)
+
+    with gr.Row():
+        hb = gr.Number(label="Hemoglobin (g/dL)", value=14.5)
+        pv = gr.Number(label="Plasma (PV) (mL)", value=3000)
+
+    # --- Submit + Output ---
+    submit_btn = gr.Button("📤 Generate Medical Report")
+    output_box = gr.HTML(label="🧠 AI-Generated Medical Report (Rendered in Markup)")
+
+    submit_btn.click(
+        generate_report,
         inputs=[
-            albumin, creatinine, glucose, crp, mcv, rdw, alp, wbc,
-            lymphocytes, hemoglobin, pv, age, gender, height, weight
+            age, gender, height, weight,
+            albumin, creatinine, glucose, crp, mcv,
+            rdw, alp, wbc, lymphocytes, hb, pv
         ],
-        outputs=output
+        outputs=output_box
     )
 
-if __name__ == "__main__":
-    demo.launch()
+demo.launch()
+