Delete app.py
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app.py
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import sys
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import os
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import uvicorn
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import numpy as np
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import gradio as gr
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from fastapi import FastAPI
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from env import EmailTriageEnv, URGENCY_LABELS, ROUTING_LABELS, RESOLUTION_LABELS
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app = FastAPI()
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# --- Agent Logic ---
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def smart_agent_logic(desc):
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desc = desc.lower()
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if any(x in desc for x in ["password", "hacked", "breach", "phish", "threat", "ransomware"]):
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return [2, 2, 2] if "threat" in desc or "ransomware" in desc else [2, 1, 2]
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if any(x in desc for x in ["billing", "refund", "dispute", "invoice", "payment"]):
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return [1, 2, 2]
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if any(x in desc for x in ["support", "routine", "slow", "error"]):
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return [0, 1, 1]
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return [0, 0, 0]
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# --- Core Function ---
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def run_demo(task):
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try:
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env = EmailTriageEnv(task=task)
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env.reset()
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results = []
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total_reward = 0
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print(f"[START] Task: {task}")
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for i, email in enumerate(env._queue):
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action = smart_agent_logic(email['description'])
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_, reward, _, _, _ = env.step(action)
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total_reward += reward
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print(f"[STEP] Index: {i} | Action: {action} | Reward: {reward}")
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status = "✅ MATCH" if reward >= 1.0 else "❌ MISMATCH"
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results.append(f"#{i+1} [{task.upper()}] {email['description'][:30]}... | {status}")
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score = total_reward / len(env._queue) if env._queue else 0
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print(f"[END] Final Score: {score}")
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return "\n".join(results) + f"\n\n--- FINAL SCORE: {score:.3f} / 1.000 ---"
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except Exception as e:
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return f"Error: {str(e)}"
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# --- API for Validator ---
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@app.post("/reset")
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async def reset_endpoint():
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return {"status": "success", "message": "Environment Reset OK"}
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@app.get("/status")
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async def health_check():
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return {"status": "online"}
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# --- Gradio UI ---
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with gr.Blocks(title="Email Gatekeeper AI") as demo:
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gr.Markdown("# 📧 Email Gatekeeper AI")
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with gr.Row():
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diff = gr.Dropdown(choices=["easy", "medium", "hard"], value="easy", label="Select Difficulty")
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btn = gr.Button("Analyze Emails", variant="primary")
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out = gr.Textbox(label="Evaluation Logs", lines=12)
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btn.click(run_demo, inputs=diff, outputs=out)
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# IS LINE KO DHAYAN SE DEKHO: Humne path="/" kar diya hai
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app = gr.mount_gradio_app(app, demo, path="/")
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if __name__ == "__main__":
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# Hugging Face hamesha port 7860 use karta hai
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uvicorn.run(app, host="0.0.0.0", port=7860)
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