Fine-tune extraction processors directly in the Studio or via API versioning.
Schema builder
- Open the processor in https://app.algorythmos.fr/processors.
- Navigate to Schema and add fields with types like
text,number,currency, ortable. - Add validation rules (regex, min/max) to catch bad inputs before publishing.
Training examples
- Upload at least 5 representative documents covering different layouts.
- Highlight relevant fields or use Auto-label to bootstrap from prior runs.
- Save iterations as drafts before pushing a new version.
Confidence thresholds
- Set per-field confidence thresholds under Settings → Confidence.
- Choose fallback behavior:
blockto stop workflows,flagto send to human review, orfallbackto a previous version.
Versioning via API
curl -X PATCH https://api.algorythmos.fr/processors/invoice-extractor \
-H "x-api-key: $ALG_KEY" \
-H "Content-Type: application/json" \
-d '{"description":"Adds Spanish invoices","confidence_threshold":0.82}'Publish a new version once you validate it in staging (see /guides/product/extraction/schema).