CriteriaBot

CriteriaBot

A universal, customizable classifier

H
@hello5057
Published on Jul 14, 2026
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Free
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WebAPI

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Queryable through the PeerPush API, MCP and semantic search from day one.

About CriteriaBot

CriteriaBot offers high accuracy, customizable classification for arbitrary, user-provided criteria. Can handle highly subjective topics, areas requiring current factual data or mathematic reasoning, and any media format (text, images, etc). Designed with content moderation in mind, CriteriaBot can also handle use-cases such as brand voice monitoring, spam prevention, and prompt injection detection. CriteriaBot combines classical ML and a consensus mechanism of multiple small, open LLMs, allowing it to handle any criteria w/ good cold-start accuracy. There is an additional customization layer on top, allowing every example users provide or feedback they issue to update their algorithm, providing noticeable changes from the very next evaluation.

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