CriteriaBot – A Universal Customizable Classifier

Show HN: CriteriaBot – A Universal Customizable Classifier

CriteriaBot – A Universal Customizable Classifier is active in the show hn launch space.

Profile

I needed a classifier for nuanced, subjective buckets that fell outside of typical ML use-cases (e.g., "is this a spoiler?", "is this factually correct?", "is this user being mean?"). I ended up really happy with the architecture I built to solve it, so I rolled it out as a standalone API and service called CriteriaBot.WHAT IT DOES:You give it content and plain-English criteria. It gives you a true/false verdict on whether the content meets those criteria.HOW IT WORKS:In addition to a traditional classifier, the classification request is routed through a pool of small, open-weight LLMs to achieve a consensus verdict.I built a pre-vote factorization machine that selects a sub-pool of LLMs opt

Its activity falls under show hn launch; the profile below is assembled from public directory data.

It is recorded at the Show HN launch stage.

Website: criteriabot.io