Decido

# pip install decido-ai
from decido import Decido

ticket = "Hi, I was charged twice for my March invoice. Can you refund the duplicate?"
m = Decido("decido-ai/decido-1-fast-1.7b")        # downloads once, then runs locally
r = m.decide(ticket, {
    "refund":  "Is the customer asking for a refund?",
    "team":    {"q": "Which team?", "options": ["billing", "technical", "sales"]},
    "urgency": {"q": "How urgent?", "scale": ["low", "medium", "high"]},
})
# r["refund"] -> {"yes": 0.98, "no": 0.02}    r["team"] -> {"billing": 0.95, "technical": 0.02, "sales": 0.03}

if r["refund"]["yes"] >= 0.95:
    issue_refund()                                   # sure: act (your own functions)
else:
    send_to_human()                                  # unsure: ask a person

decido models                                         # the six models, scores and latency
decido run decido-ai/decido-1-fast-1.7b "Hi, I was charged twice for my March invoice." \
    -q refund="Is the customer asking for a refund?" \
    -q team="Which team?|billing,technical,sales" \
    -q urgency="How urgent?|scale:low,medium,high"

decido serve decido-ai/decido-1-fast-1.7b --port 8080    # local API, Jev 1.13 wire format; keeps running

# in another terminal:

curl localhost:8080/v1/systemone -H "content-type: application/json" -d '{
  "state": "Hi, I was charged twice for my March invoice. Can you refund the duplicate?",
  "questions": {
    "refund": {"type": "noul", "instructions": "Is the customer asking for a refund?"},
    "team": {"type": "choice", "instructions": "Which team?",
             "criteria": {"billing": "", "technical": "", "sales": ""}}
  }
}'
# -> {"answers": {"refund": {"type": "noul", "noul": 0.98},
#                 "team": {"type": "choice", "choice": "billing", "confidence": 0.92,
#                          "probabilities": {"billing": 0.95, "technical": 0.02, "sales": 0.03}}}, ...}
# Existing Jev SDK clients work unchanged: TypeSafeClient(base_url="http://127.0.0.1:8080", api_key="local")
# (the SDK zstd-compresses large requests; for decido serve to accept them: pip install "decido-ai[server]")