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Product Category Taxonomy Prompt Template Generator
x402
Product Category Taxonomy Prompt Template Generator is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-12).
Generates a taxonomy prompt template for classifying product text into categories (apparel, home, electronics, other) using up to 200 labelled sample records.
Price / call$0.01
Success—
StatusUnknown
How this service works
Product category - Taxonomy prompt template: Taxonomy prompt template for Product category. 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.
Output
A bounded taxonomy prompt template deliverable built from the supplied labelled records, structured for use in product category classification tasks across the four defined classes (apparel, home, electronics, other). The template incorporates the provided few-shot examples and is suitable for use with local tools or LLM-based classification pipelines.
Example use cases
E-commerce catalog classification prompt
“I've got 50 labelled product listings split across apparel, home, electronics, and other, and I need a prompt template that I can feed into an LLM to automatically categorize new incoming products — can you generate that taxonomy prompt template from my samples?”
Retail ML baseline for product tagging
“We're building a product tagging pipeline and need a starting prompt template for a naive-Bayes-style classifier across four categories: apparel, home, electronics, and other. Here are 80 labelled example descriptions — please generate a taxonomy prompt template from them.”
Dataset audit and prompt scaffolding for new category model
“I have around 120 labelled product text records tagged as apparel, home, electronics, or other — can you turn these into a taxonomy prompt template I can use to evaluate classification quality before we invest in model training?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-sector-ml-product-category-prompt-template?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a cheap, fast taxonomy prompt template for classifying product text into the four standard categories (apparel, home, electronics, other) using your own labelled examples as few-shot context — especially when you want a ready-to-use prompt artifact rather than a trained model, and when your dataset is small (under 200 records). Prefer this over full ML training pipelines when speed, cost ($0.01 per call), and simplicity matter more than peak accuracy.
Side effects
- Fewer than 2 records supplied — minItems validation error
- Record text exceeds 1000 characters — schema validation failure
- More than 200 records supplied — maxItems exceeded
- Invalid category label outside enum (apparel, home, electronics, other) — validation error
- Missing required fields (id, text, actual) on any record — schema rejection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| records | array |
Tags
x402
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