{"uid":"cap_K8Wa_S49blbT1NCsn7fTg","slug":"knowledge-topic-labelled-jsonl-export-9e07f22e","name":"Knowledge Topic Labelled JSONL Export","description":"Knowledge topic - Labelled JSONL export: Labelled JSONL export 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 labelled jsonl export deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-knowledge-topic-jsonl-export?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_bD1LEWYfUs6gbMd-udNnK","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":"Accepts up to 200 labelled text records with knowledge-topic categories and returns a formatted JSONL file for local ML evaluation and naive-Bayes baseline training.","exampleAgentPrompt":"Export my labelled knowledge topic records as a JSONL file — I have about 30 documents tagged as setup, usage, troubleshooting, and reference that I want to use for local evaluation and a naive-Bayes baseline.","exampleUseCases":[{"title":"Documentation classifier baseline dataset","prompt":"I've manually tagged 80 help-center articles as either setup, usage, troubleshooting, or reference — can you export all of them as a labelled JSONL file so I can train a local naive-Bayes classifier?"},{"title":"Knowledge base evaluation benchmark","prompt":"I need a JSONL export of my 50 labelled knowledge topic documents — each one is tagged with its actual category (setup, usage, troubleshooting, or reference) — so I can run offline evaluation metrics on a text classifier."},{"title":"Small ML dataset for knowledge routing","prompt":"Can you package these 120 text snippets with their knowledge-topic labels into a JSONL file? I'll use it as a local dataset to test how well different classifiers distinguish setup docs from reference docs."}],"resultDescription":"A bounded JSONL export containing up to 200 labelled text records, each with its ID, text content, and actual knowledge-topic label (setup, usage, troubleshooting, or reference), formatted for use with local ML tools, evaluation pipelines, and naive-Bayes baseline models.","failureModes":["Fewer than 2 records supplied — minimum item count not met","More than 200 records supplied — exceeds maxItems limit","Record missing required fields (id, text, or actual) — schema validation error","Invalid enum value for 'actual' field — must be one of setup, usage, troubleshooting, reference","Text exceeds 1000 character limit per record — truncation or rejection","Payment not confirmed via x402 — request blocked before processing"],"whenToPreferThis":"Choose this endpoint when you have pre-labelled knowledge topic text records and need a structured JSONL export for local ML evaluation, small dataset benchmarking, or naive-Bayes baseline training — specifically when your labels map to the four knowledge topic categories (setup, usage, troubleshooting, reference) and you do not need hosted model training or inference.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:51.273Z","isFirstParty":false,"canonicalSlug":"knowledge-topic-labelled-jsonl-export-9e07f22e"}