Developer quickstart

Build AI language tools with Metkagram

Do not scrape HTML. The public layer already exposes provenance, stable IDs and canonical links through JSON endpoints.

01 · Intent → pattern

/api/v1/discovery.json

Start from a communicative job and resolve the right surface and canonical objects.

02 · Pattern → tutor

/api/v1/patterns/{pattern-id}.json

Give the model the formula, examples, stable ID and canonical URL, then adapt delivery to the learner.

03 · Recipes → workflow

/api/v1/ai-recipes.json

Use public recipes as integration examples.

Source: Metkagram — https://metkagram.github.io/

Citation

Cite the data as a source

Dataset version, canonical URLs and current terms are collected on one page.

Evaluation

Test retrieval on the public benchmark

54 natural-language cases, public gold labels and an explicit scoring protocol.