{"uid":"cap_RG8keJpmURKqmDHt9f35R","slug":"knowledge-topic-taxonomy-prompt-template-generator-22ac02c4","name":"Knowledge Topic Taxonomy Prompt Template Generator","description":"Knowledge topic - Taxonomy prompt template: Taxonomy prompt template for Knowledge topic. 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-knowledge-topic-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":["setup","usage","troubleshooting","reference"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"setup sample document number 0 for this supplied dataset.","actual":"setup"},{"id":"example-0-1","text":"setup sample document number 1 for this supplied dataset.","actual":"setup"},{"id":"example-0-2","text":"setup sample document number 2 for this supplied dataset.","actual":"setup"},{"id":"example-1-0","text":"usage sample document number 0 for this supplied dataset.","actual":"usage"},{"id":"example-1-1","text":"usage sample document number 1 for this supplied dataset.","actual":"usage"},{"id":"example-1-2","text":"usage sample document number 2 for this supplied dataset.","actual":"usage"},{"id":"example-2-0","text":"troubleshooting sample document number 0 for this supplied dataset.","actual":"troubleshooting"},{"id":"example-2-1","text":"troubleshooting sample document number 1 for this supplied dataset.","actual":"troubleshooting"},{"id":"example-2-2","text":"troubleshooting sample document number 2 for this supplied dataset.","actual":"troubleshooting"},{"id":"example-3-0","text":"reference sample document number 0 for this supplied dataset.","actual":"reference"},{"id":"example-3-1","text":"reference sample document number 1 for this supplied dataset.","actual":"reference"},{"id":"example-3-2","text":"reference sample document number 2 for this supplied dataset.","actual":"reference"}],"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_-PgEShj8NSAfRkWDlNtdO","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 classifying knowledge topic documents into setup, usage, troubleshooting, or reference categories using up to 200 labelled text records.","exampleAgentPrompt":"I have 12 labelled knowledge base articles — 3 each for setup, usage, troubleshooting, and reference — can you generate a taxonomy prompt template I can use to classify new documents into those four categories?","exampleUseCases":[{"title":"Documentation classifier for support team","prompt":"I have 20 labelled support articles split between setup, usage, troubleshooting, and reference. Can you generate a taxonomy prompt template so I can automatically classify new incoming knowledge base articles into those four buckets?"},{"title":"Few-shot prompt from onboarding content","prompt":"I've tagged 50 onboarding documents as either setup, usage, troubleshooting, or reference. Generate a taxonomy prompt template from those examples that I can use with an LLM to classify unlabelled docs."},{"title":"Knowledge base audit tool prompt","prompt":"We have 150 labelled internal wiki articles across setup, usage, troubleshooting, and reference categories. Can you build me a classification prompt template from those labels so we can audit and tag the rest of our knowledge base?"}],"resultDescription":"A bounded taxonomy prompt template deliverable tailored to the supplied labelled text records, designed to help classify knowledge topic documents into four categories: setup, usage, troubleshooting, and reference. The output is a ready-to-use prompt template informed by local dataset evaluation and small naive-Bayes baselines.","failureModes":["Fewer than 2 records supplied — minimum input requirement not met","More than 200 records supplied — exceeds maximum item limit","Record text exceeds 1000 character limit — truncation or rejection","Invalid category label outside enum (setup, usage, troubleshooting, reference) — validation error","Payment of 0.01 USDC not completed — 402 Payment Required response"],"whenToPreferThis":"Choose this endpoint when you have up to 200 labelled knowledge base documents and need a ready-made taxonomy prompt template for classifying content into the standard four knowledge topic categories (setup, usage, troubleshooting, reference), without needing to train or host a model. Ideal for lightweight, low-cost classification bootstrapping at $0.01 per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:31.745Z","isFirstParty":false,"canonicalSlug":"knowledge-topic-taxonomy-prompt-template-generator-22ac02c4"}