---
title: "#rulebasedai articles | Hashnode"
description: "Explore 1 articles tagged #rulebasedai on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/rulebasedai"
---

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# #rulebasedai

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[Arinjay](https://hashnode.com/@arinjayyyy) · [Nov 5, 2025](https://hashnode.com/posts/day-4-production-aligned-support-query-classifier-rule-logic-genai-fallback-using-azure-openai-streamlit/690b91a566bcbb59b04f6348)

### [🧠 Day 4: Production-Aligned Support Query Classifier (Rule Logic + GenAI Fallback) using Azure OpenAI + Streamlit](https://ai-exp.hashnode.dev/day-4-production-aligned-support-query-classifier-rule-logic-genai-fallback-using-azure-openai-streamlit?utm_source=hashnode&utm_medium=feed)

Today I built an Agentic AI Mini Project — a Support Query Classifier that automatically tags customer or IT support queries into categories like Billing, Login Issues, Technical Problems, etc. It combines deterministic Python rule logic (fast + free...

3 min read · [ai-exp.hashnode.dev](https://ai-exp.hashnode.dev/day-4-production-aligned-support-query-classifier-rule-logic-genai-fallback-using-azure-openai-streamlit?utm_source=hashnode&utm_medium=feed)