{"uid":"cap_MEMm2hoVTHg6XuMxBx4wn","slug":"language-routing-labelled-jsonl-export-f02a66fc","name":"Language Routing - Labelled JSONL Export","description":"Language routing - Labelled JSONL export: Labelled JSONL export 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 labelled jsonl export deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-language-routing-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":["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_KYCNpXiA6_qBE8YfteFdb","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":"Exports up to 200 labelled text records (english/french/spanish/other) as a JSONL file for local language-routing evaluation and naive-Bayes baseline training.","exampleAgentPrompt":"Can you export my 50 labelled language routing records as a JSONL file? I have a mix of english, french, spanish, and other texts I want to use for local evaluation and a naive-Bayes baseline.","exampleUseCases":[{"title":"Local language classifier evaluation dataset","prompt":"I have 120 labelled text records split across english, french, spanish, and other categories — can you export them as a JSONL file so I can run local evaluation against my language routing model?"},{"title":"Naive-Bayes baseline training data","prompt":"I need a labelled JSONL export of about 80 multilingual text samples with their actual language labels (english, french, spanish, or other) so I can train a quick naive-Bayes baseline for language routing."},{"title":"Audit language label consistency","prompt":"Can you package these 30 text records with their english and spanish labels into a JSONL export so our data team can audit the labelling consistency offline?"}],"resultDescription":"A bounded JSONL file containing up to 200 records, each with an ID, the original text, and an actual language label (english, french, spanish, or other). Suitable for local dataset inspection, offline evaluation, and small naive-Bayes baseline training — no hosted model or foundation-model training included.","failureModes":["Fewer than 2 records supplied — minimum is 2 records","More than 200 records supplied — maximum is 200 records","Invalid language label provided outside the enum (english/french/spanish/other)","Record ID exceeds 80 characters or is empty","Text exceeds 1000 characters per record","Missing required fields (id, text, actual) on any record"],"whenToPreferThis":"Choose this endpoint when you need a cheap ($0.01), bounded, ready-to-use labelled JSONL export of language-routing data (english, french, spanish, other) for local evaluation or naive-Bayes baselines — not for training hosted or foundation models, and not when you need more than 200 records or other language classes.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-14T00:37:37.263Z","isFirstParty":false,"canonicalSlug":"language-routing-labelled-jsonl-export-f02a66fc"}