{"uid":"cap_rqpHZF83OyB8J6FpfeV3I","slug":"language-routing-taxonomy-prompt-template-generator-c0acc753","name":"Language Routing Taxonomy Prompt Template Generator","description":"Language routing - Taxonomy prompt template: Taxonomy prompt template for Language routing. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded taxonomy prompt template deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-language-routing-prompt-template?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"records":{"type":"array","items":{"type":"object","required":["id","text","actual"],"properties":{"id":{"type":"string","default":"","maxLength":80,"minLength":1},"text":{"type":"string","default":"","maxLength":1000},"actual":{"enum":["english","french","spanish","other"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"english sample document number 0 for this supplied dataset.","actual":"english"},{"id":"example-0-1","text":"english sample document number 1 for this supplied dataset.","actual":"english"},{"id":"example-0-2","text":"english sample document number 2 for this supplied dataset.","actual":"english"},{"id":"example-1-0","text":"french sample document number 0 for this supplied dataset.","actual":"french"},{"id":"example-1-1","text":"french sample document number 1 for this supplied dataset.","actual":"french"},{"id":"example-1-2","text":"french sample document number 2 for this supplied dataset.","actual":"french"},{"id":"example-2-0","text":"spanish sample document number 0 for this supplied dataset.","actual":"spanish"},{"id":"example-2-1","text":"spanish sample document number 1 for this supplied dataset.","actual":"spanish"},{"id":"example-2-2","text":"spanish sample document number 2 for this supplied dataset.","actual":"spanish"},{"id":"example-3-0","text":"other sample document number 0 for this supplied dataset.","actual":"other"},{"id":"example-3-1","text":"other sample document number 1 for this supplied dataset.","actual":"other"},{"id":"example-3-2","text":"other sample document number 2 for this supplied dataset.","actual":"other"}],"maxItems":200,"minItems":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_uHS5wZGOALmLVL8VX4kx5","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Generates a taxonomy prompt template for language routing (English/French/Spanish/Other) from up to 200 labelled text records, with local dataset tools and naive-Bayes baseline evaluation.","exampleAgentPrompt":"Generate a taxonomy prompt template for language routing using these 12 labelled text records — 3 each for English, French, Spanish, and Other — so I can classify incoming documents by language.","exampleUseCases":[{"title":"Multilingual support ticket router","prompt":"I have 50 labelled support tickets in English, French, Spanish, and a handful in other languages — can you generate a taxonomy prompt template I can use to route new tickets to the right language-specific team?"},{"title":"Content moderation language triage","prompt":"Build me a language routing prompt template from these 80 labelled content samples (English, French, Spanish, Other) so I can pre-sort user submissions before feeding them to language-specific moderation pipelines."},{"title":"E-commerce product listing classifier","prompt":"I've got 120 labelled product descriptions split across English, French, Spanish, and Other — generate a taxonomy prompt template and a naive-Bayes baseline so I can evaluate how well the classifier performs before deploying it."}],"resultDescription":"A bounded taxonomy prompt template deliverable for language routing, covering English, French, Spanish, and Other categories, derived from up to 200 supplied labelled text records. Includes local dataset tooling output and a small naive-Bayes baseline for evaluation reference.","failureModes":["Fewer than 2 records provided — minimum item count not met","More than 200 records supplied — exceeds maxItems limit","Record text exceeds 1000-character limit per item","Invalid 'actual' label used (must be one of: english, french, spanish, other)","Missing required fields (id, text, actual) in one or more records","Payment not completed — x402 payment required before response is returned"],"whenToPreferThis":"Choose this endpoint when you need a ready-made taxonomy prompt template for routing text into English, French, Spanish, or Other language categories, particularly when you have up to 200 labelled examples and want a low-cost ($0.01 USDC) deliverable with a naive-Bayes baseline for quick evaluation. Prefer this over a full hosted model or fine-tuned LLM when you need a lightweight, local-tooling-compatible solution without foundation-model training overhead.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T00:50:24.805Z","isFirstParty":false,"canonicalSlug":"language-routing-taxonomy-prompt-template-generator-c0acc753"}