Update app.py

app.py

@@ -1,80 +1,99 @@
 import gradio as gr
-
-DISCLAIMER = """
-⚠️ PFI does NOT provide financial advice.
-Responses are non-executive, exploratory, and informational only.
+import textwrap
+
+# -------------------------------
+# Core PFI reasoning stub
+# (preview-only, non-executive)
+# -------------------------------
+
+def pfi_reasoning(question: str) -> str:
+    if not question or len(question.strip()) < 20:
+        return (
+            "Input rejected.\n\n"
+            "PFI requires a precise, high-density financial question.\n"
+            "Ambiguous or underspecified inputs reduce analytical value."
+        )
+
+    response = f"""
+PFI ANALYSIS (PREVIEW)
+
+Question Structure:
+- Topic domain identified
+- Scope appears conceptual, not executable
+- Time horizon and constraints are partially defined
+
+Cognitive Decomposition:
+- Primary variables detected
+- Secondary dependencies inferred
+- Risk vectors identified at a structural level
+
+Reasoning Notes:
+- This output is exploratory and non-executive
+- No prediction, advice, or action is implied
+- Further precision would increase analytical depth
+
+Next Step (Optional):
+- Narrow the scope
+- Specify constraints
+- Clarify the decision context
 """
 
-def pfi_reasoning(
-    goal,
-    timeframe,
-    income,
-    expenses,
-    stress,
-    blocker,
-    discipline
-):
-    if not goal or not timeframe:
-        return "Please complete all required fields."
-
-    return f"""
-🧠 PFI — Financial Cognition Output
-
-GOAL:
-{goal}
-
-TIMEFRAME:
-{timeframe}
-
-REALITY SNAPSHOT:
-- Income: {income}
-- Major expenses: {expenses}
-- Current stressor: {stress}
-
-BEHAVIORAL BLOCKER:
-{blocker}
+    return textwrap.dedent(response).strip()
 
-DISCIPLINE LEVEL:
-{discipline}/5
 
----
-PFI INSIGHT:
-Your goal is not limited by numbers, but by behavioral consistency.
-Your primary task is to reduce decision noise and protect focus.
+# -------------------------------
+# Gradio UI
+# -------------------------------
 
-NEXT 30 DAYS:
-- Remove one recurring expense
-- Freeze non-essential decisions
-- Track discipline, not money
+with gr.Blocks(theme=gr.themes.Soft()) as demo:
+    gr.Markdown(
+        """
+        # 🧠 Personal Financial Intelligence (PFI)
+        **High-density financial reasoning · Research Preview**
 
-TRAINING SIGNAL:
-Financial clarity is a *skill*, not a feeling.
-
-{DISCLAIMER}
-"""
+        ⚠️ *PFI is a research preview system.  
+        It does NOT provide financial advice or execute decisions.*
+        """
+    )
 
-with gr.Blocks(theme=gr.themes.Base()) as demo:
-    gr.Markdown("# 🧠 PFI | Life")
-    gr.Markdown("High-density financial cognition. Intentionally constrained.")
-    gr.Markdown(DISCLAIMER)
+    with gr.Row():
+        question_input = gr.Textbox(
+            label="Your Question",
+            placeholder=(
+                "Formulate one precise, high-impact financial question.\n"
+                "Ambiguity reduces output quality."
+            ),
+            lines=4
+        )
+
+    analyze_button = gr.Button("Request Analysis (Limited)")
+
+    output_box = gr.Textbox(
+        label="PFI Output (Exploratory · Non-Executable)",
+        lines=12
+    )
 
-    with gr.Group():
-        goal = gr.Textbox(label="🎯 Financial Goal", placeholder="What do you want to achieve?")
-        timeframe = gr.Textbox(label="⏱ Timeframe", placeholder="By when?")
-        income = gr.Textbox(label="💸 Monthly Income")
-        expenses = gr.Textbox(label="🔻 Main Expenses")
-        stress = gr.Textbox(label="⚠️ Biggest Financial Stress")
-        blocker = gr.Textbox(label="🧠 Behavioral Blocker")
-        discipline = gr.Slider(1, 5, step=1, label="🔁 Discipline Level")
+    analyze_button.click(
+        fn=pfi_reasoning,
+        inputs=question_input,
+        outputs=output_box
+    )
 
-    submit = gr.Button("Request PFI Reasoning")
+    gr.Markdown(
+        """
+        ---
+        **Disclaimer**
 
-    output = gr.Textbox(label="PFI Output", lines=18)
+        PFI outputs are exploratory and informational only.  
+        No financial advice, trading signals, or decision execution is provided.
 
-    submit.click(
-        pfi_reasoning,
-        inputs=[goal, timeframe, income, expenses, stress, blocker, discipline],
-        outputs=output
+        © 2026 BPM RED Academy · All rights reserved.
+        """
     )
 
-demo.launch()
+# -------------------------------
+# Launch
+# -------------------------------
+
+if __name__ == "__main__":
+    demo.launch()