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The provider is generating an answer. Wassitai will then extract, repair and validate it against your schema.
Nothing has run yet. When it does, this panel shows:
New to this? The beginner's guide explains every field on this page in plain language.
The parsing pipeline never ran — this failed before the answer came back, which is why every stage is neutral.
Wassitai asked the model again time(s) before this answer fitted your schema — which is why confidence is below 100.
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pip install wassitai
from wassitai import Client
from pydantic import BaseModel
class Invoice(BaseModel):
number: str
total: float
client = Client.from_provider("groq", api_key="…", model="…")
invoice = client.generate("Extract the invoice: …", schema=Invoice)
# Parse text you already have — no provider call:
from wassitai import parse
invoice = parse('{"number": "A-1", "total": 9.5}', Invoice)
| Method | Path | Does |
|---|---|---|
POST | /v1/generate | prompt + schema → object |
POST | /v1/parse | text + schema → object |
GET | /v1/providers | list providers |
GET | /health | liveness |
curl -X POST $WASSITAI_URL/v1/generate \
-H "X-Provider-Key: $GROQ_API_KEY" \
-H "Content-Type: application/json" \
-d '{"provider":"groq","prompt":"Extract the invoice: …",
"schema":{"number":"str","total":"float"}}'