Tagged structured output
2 articles
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AILLMrouting
Intent Routing with Small LLMs: Fast, Cheap and Right
How to route chat messages to the right action or tool with a small, fast language model — a flat strict schema, deterministic argument extraction, rules before the model, a short timeout, and a 51-case evaluation — using measurements from a production assistant.
Sep 24, 2026 6 min read
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AIGeminiGroq
AI Request Classification with Structured Output
How to classify help desk requests with an LLM using structured JSON output — schema design, validation, confidence thresholds, free-tier limits and the fallback path — so a wrong or missing answer never breaks intake.
Aug 8, 2026 7 min read
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