Developer-first text resolution API

Turn messy strings into actual meaning.

Repair, reconstruct and translate Unicode, malformed encodings, stylized text, multilingual phrases and difficult strings through one API.

Try it

Result appears here.

One endpoint

POST /v1/resolve
Authorization: Bearer lf_live_...

{"input":"Bonjour le monde","target_language":"English"}

Built for real data

Reconstruction

Unicode, mojibake, stylized and malformed text.

Translation

Resolve meaning first, then return the requested language.

AI fallback

Low-confidence failures can escalate to a stronger teacher model.

Learning loop

Fallback examples enter a review queue for future specialist training.