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Assistant Dataset Readiness Pack

by Training Dataset Readiness Pack in Markets & finance

x402 APIPassing, checked 2 h ago

Training Dataset Readiness Pack: Clean flat training records, report label conflicts and create a reproducible grouped train/validation split. Includes JSONL files and a quality report. Up to 500 records. 0.01 USDC includes up to 500 records.

POST
https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack
Price
$0.01
per call in USDC
Uptime
78.1%
last 30 days
Response time
114 ms
3.6 s slowest 5%
Last check
Passed
2 h ago, next any minute now

Run a free test callHow to call it

Reliability

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Status and outage history · Atom feed · Watch with other listings

How to call it

POST https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack

Each call costs $0.01 in USDC on Base, paid with the request over x402.

Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.

Example request

From the listing.

POST https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack
content-type: application/json

{
  "label_field": "label",
  "records": [
    {
      "label": "positive",
      "text": "Fast delivery"
    },
    {
      "label": "negative",
      "text": "Damaged item"
    },
    {
      "label": "positive",
      "text": "Fast delivery"
    }
  ],
  "text_field": "text"
}

Parameters

ParameterTypeRequiredDescription
label_fieldstringYes Default: "label".
recordsarray of objectYes Default: [{"label":"positive","text":"Fast delivery"},{"label":"negative","text":"Damage….
text_fieldstringYes Default: "text".

Example response

The provider's example. We can't check it without paying.

{
  "files": [],
  "order_id": "ord_example",
  "result": {
    "completed": true,
    "workflow": "dataset-readiness-pack"
  },
  "sku": "assistant-dataset-readiness-pack",
  "status": "delivered"
}

Call it from code

The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.01.

curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack' \
  -H 'content-type: application/json' \
  --data-raw '{"label_field":"label","records":[{"label":"positive","text":"Fast delivery"},{"label":"negative","text":"Damaged item"},{"label":"positive","text":"Fast delivery"}],"text_field":"text"}'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack' \
  -H 'content-type: application/json' \
  --data-raw '{"label_field":"label","records":[{"label":"positive","text":"Fast delivery"},{"label":"negative","text":"Damaged item"},{"label":"positive","text":"Fast delivery"}],"text_field":"text"}' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode
JavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $0.01 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.01" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.01 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fmarket.datapackvibe.com%2Fx402%2Fassistant-dataset-readiness-pack&method=POST
const res = await pay("https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "label_field": "label",
    "records": [
      {
        "label": "positive",
        "text": "Fast delivery"
      },
      {
        "label": "negative",
        "text": "Damaged item"
      },
      {
        "label": "positive",
        "text": "Fast delivery"
      }
    ],
    "text_field": "text"
  }),
});
console.log(res.status, await res.text());
Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $0.01 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.01"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://market.datapackvibe.com/x402/assistant-dataset-readiness-pack",
        json={
            "label_field": "label",
            "records": [
                {
                    "label": "positive",
                    "text": "Fast delivery",
                },
                {
                    "label": "negative",
                    "text": "Damaged item",
                },
                {
                    "label": "positive",
                    "text": "Fast delivery",
                },
            ],
            "text_field": "text",
        },
    )
    print(res.status_code, res.text)

Security scan

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2 h agoPassed40263 ms$0.01
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11 h agoPassed40296 ms$0.01
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45 h agoPassed402172 ms$0.01
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2 days agoPassed4023.3 s$0.01
3 days agoExpected HTTP 402, got 53053032 ms-