Show HN: Free text classification piece for Activepieces

Category: ai-ml

Tags: text-classification, activepieces, automation, logistic-regression, embeddings

Score: 6.0/10 (Innovation: 6, Technical: 6, Documentation: 7, Utility: 6)

Jeffy is a free text classification service that uses logistic regression on frozen embeddings to provide deterministic, fast (15ms), and cost-free classification, integrated as an Activepieces community piece. It offers 70 pretrained classifiers covering tasks like intent detection and sentiment analysis, eliminating the need for LLM prompts and parsing. The piece enables reliable automation workflows such as customer support routing without API keys or per-call costs.

Target audience: automation engineers, backend developers, devops, customer support teams

Repository: https://jeffyclassify.com/blog/activepieces-jeffy/

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