{"uid":"cap_NZhsdlNk-qv4wRkJQDHXy","slug":"commerce-intent-labelled-jsonl-export-103d44c6","name":"Commerce Intent Labelled JSONL Export","description":"Commerce intent - Labelled JSONL export: Labelled JSONL export for Commerce intent. 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-commerce-intent-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":["browse","purchase","return","other"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"browse sample document number 0 for this supplied dataset.","actual":"browse"},{"id":"example-0-1","text":"browse sample document number 1 for this supplied dataset.","actual":"browse"},{"id":"example-0-2","text":"browse sample document number 2 for this supplied dataset.","actual":"browse"},{"id":"example-1-0","text":"purchase sample document number 0 for this supplied dataset.","actual":"purchase"},{"id":"example-1-1","text":"purchase sample document number 1 for this supplied dataset.","actual":"purchase"},{"id":"example-1-2","text":"purchase sample document number 2 for this supplied dataset.","actual":"purchase"},{"id":"example-2-0","text":"return sample document number 0 for this supplied dataset.","actual":"return"},{"id":"example-2-1","text":"return sample document number 1 for this supplied dataset.","actual":"return"},{"id":"example-2-2","text":"return sample document number 2 for this supplied dataset.","actual":"return"},{"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_lnE4DbGQGMEHNzUrlR_b0","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 commerce intent categories and returns a formatted JSONL export for local ML evaluation and naive-Bayes baseline training.","exampleAgentPrompt":"Export my 50 labelled commerce intent records as a JSONL file — each record has an ID, the customer text, and the actual intent label (browse, purchase, return, or other) — so I can run local evaluation and build a naive-Bayes baseline.","exampleUseCases":[{"title":"Evaluate intent classifier on labelled holdout set","prompt":"I have 120 customer query texts each labelled as browse, purchase, return, or other — can you export them as a JSONL file so I can measure how well my local intent classifier performs on the holdout set?"},{"title":"Bootstrap naive-Bayes commerce intent baseline","prompt":"I want to build a quick naive-Bayes baseline for classifying shopping intent. Can you package my 80 labelled text records with their browse/purchase/return/other labels into a JSONL export I can feed into my local training script?"},{"title":"Audit and share labelled annotation batch","prompt":"We just finished labelling 200 customer messages by intent — browse, purchase, return, or other — and I need them exported as a JSONL file so our data science team can audit the annotations and run offline experiments."}],"resultDescription":"A bounded JSONL export containing up to 200 labelled records, each with an ID, text string, and actual commerce intent label (browse, purchase, return, or other), suitable for local ML evaluation and naive-Bayes baseline training — no hosted model or foundation-model fine-tuning included.","failureModes":["Fewer than 2 records supplied — minimum item count not met","More than 200 records submitted — exceeds maxItems limit","Record missing required fields (id, text, or actual) — validation error","Invalid actual label value outside enum (browse, purchase, return, other)","Text field exceeds 1000 character limit per record","ID field exceeds 80 characters or is empty","Payment failure via x402 protocol — export not delivered"],"whenToPreferThis":"Choose this endpoint when you have up to 200 pre-labelled commerce intent text records (browse, purchase, return, other) and need a structured JSONL export for local evaluation or small-scale naive-Bayes baseline construction. It is not a hosted classification service — you supply both the text and the ground-truth labels. Prefer this over alternatives when you want a lightweight, low-cost ($0.01 USDC) data packaging step rather than inference or model training.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:16:42.130Z","isFirstParty":false,"canonicalSlug":"commerce-intent-labelled-jsonl-export-103d44c6"}