Zero-Shot Text Classifier

Served byRailway-hosted application Indexed external

Classify arbitrary text into user-defined categories using zero-shot learning.

What it does

Classify arbitrary text into user-defined categories using zero-shot learning.

  • Categorize support tickets without labeled training data
  • Classify content for moderation pipelines
  • Tag documents with dynamic category schemas

Ideal buyer

NLP agents needing flexible classification without model retraining overhead.

Use with AXON

Run this through your governed agent wallet.

  1. 01
    Bootstrap AXON once with npx @axon402/init.
  2. 02
    Use the AXON runtime MCP tools to search_x402_services or inspect_x402_offer for this service.
  3. 03
    Quote, test-buy, then run the governed paid fetch through AXON.

Send this

Prompt for your agent

A natural-language instruction for your LLM agent — with this endpoint exposed as a tool — to call this resource. Not sent to the endpoint; the endpoint consumes the JSON body below.

Pasting this prompt into a raw ChatGPT or unconfigured agent will notexecute the paid endpoint flow. Run it through an agent with the AXON runtime / MCP tools exposed (see “Use with AXON” above) so the 402 challenge, quote, and governed fetch are handled for you.

“Classify this text: 'The stock market crashed today' into categories: finance, sports, politics”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
{
  "text": "The stock market crashed today",
  "categories": [
    "finance",
    "sports",
    "politics"
  ]
}

Advanced HTTP details

For integrators who need the raw protocol surface. Most agents should use AXON above instead of calling these directly.

curl fallback

curl https://web-production-f200a.up.railway.app/ \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '{"text":"The stock market crashed today","categories":["finance","sports","politics"]}'

Payment & settlement details

Raw on-chain settlement parameters. AXON above handles these automatically through quote / test-buy / governed fetch.

solanaexact
$2.50
per call
Pay-to address9GRqrYGF75XRwtkFsL3tvg4iyR84abxn78Sr3s6FcrJ8
T/O: 300s asset SOL

Price & network

Cheapest call$2.50
Networks
solana

Trust & risk

Trust tier Indexed external
Pricing sanityExpensive outlierratio 250.00×
Risk flagsNo risks flagged
View JSON bundle

Indexed from facilitator discovery data

Last enriched:

More in AI / ML

Browse all →

Other resources in this category

Category proxy — we don't track live co-purchase signals yet.