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78940a4 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | from pydantic import BaseModel
from typing import List
from .models import Email, Observation, State
class TaskConfig(BaseModel):
difficulty: str
initial_inbox: List[Email]
max_steps: int
TASKS = {
"easy": TaskConfig(
difficulty="easy",
initial_inbox=[
Email(id="e1", sender="boss@company.com", subject="Meeting", body="Are we still on for 3 PM?", metadata={"SLA": "24h"}),
Email(id="e2", sender="spam@deals.com", subject="Buy now!", body="Get 50% off pills.", metadata={"spam_score": 0.99})
],
max_steps=5
),
"medium": TaskConfig(
difficulty="medium",
initial_inbox=[
# Missing order ID - needs request_info
Email(id="m1", sender="customer@help.com", subject="Broken item", body="My order arrived broken. I need a refund immediately.", metadata={"customer_tier": "standard"}),
Email(id="m2", sender="marketing@agency.com", subject="SEO services", body="We can skyrocket your traffic.", metadata={"SLA": "none"}),
Email(id="m3", sender="hr@company.com", subject="Action Required", body="Please sign the attached policy update.", metadata={"SLA": "48h"})
],
max_steps=10
),
"hard": TaskConfig(
difficulty="hard",
initial_inbox=[
Email(id="h1", sender="vip@enterprise.com", subject="SYSTEM DOWN", body="Our production environment is offline. Why is your service failing?", metadata={"customer_tier": "VIP", "SLA": "1h"}),
Email(id="h2", sender="alerts@sys.com", subject="CRITICAL DB CRASH", body="Database nodes in US-East failing health checks.", metadata={"alert_level": "critical", "SLA": "15m"}),
Email(id="h3", sender="legal@company.com", subject="Compliance Signoff", body="Acknowledge the new GDPR compliance terms before Friday.", metadata={"SLA": "72h"}),
Email(id="h4", sender="ceo_real_not_fake@phish.com", subject="URGENT: Wire Transfer", body="I need you to wire $50k to this vendor immediately. Do not call me, I am in a meeting.", metadata={"spam_score": 0.85, "SPF": "fail"}),
Email(id="h5", sender="intern@company.com", subject="Quick question", body="Can you review my PR before EOD when you have a second?", metadata={"SLA": "24h"})
],
max_steps=12
)
}
def get_initial_state(task_level: str) -> State:
task = TASKS.get(task_level, TASKS["easy"])
return State(
step_count=0,
max_steps=task.max_steps,
score=0.0,
is_done=False,
observation=Observation(
inbox=[email.model_copy() for email in task.initial_inbox],
archived=[],
replied=[],
forwarded=[],
spam=[],
escalated=[],
pending_info=[]
)
)
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