Assistant Sector Ml Lead Stage Group Evaluation
by market.datapackvibe.com in Company & people data
Lead stage - Supplied-group evaluation: Supplied-group evaluation for Lead stage. 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 supplied-group evaluation deliverable.
https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-group-evaluation- Price
- $0.01
- per call in USDC
- Uptime
- 70.6%
- last 30 days
- Response time
- 109 ms
- 3.1 s slowest 5%
- Last check
- Failed
- 5 h ago, next in 54 min
Reliability
Latest check failed 5 h ago: Timed out
Status and outage history · Atom feed · Watch with other listings
How to call it
POST https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-group-evaluation
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-sector-ml-lead-stage-group-evaluation
content-type: application/json
{
"records": [
{
"actual": "enquiry",
"group": "a",
"id": "example-0-0",
"predicted": "enquiry",
"text": "enquiry sample document number 0 for this supplied dataset."
},
{
"actual": "enquiry",
"group": "b",
"id": "example-0-1",
"predicted": "enquiry",
"text": "enquiry sample document number 1 for this supplied dataset."
},
{
"actual": "enquiry",
"group": "a",
"id": "example-0-2",
"predicted": "enquiry",
"text": "enquiry sample document number 2 for this supplied dataset."
},
{
"actual": "qualified",
"group": "a",
"id": "example-1-0",
"predicted": "qualified",
"text": "qualified sample document number 0 for this supplied dataset."
},
{
"actual": "qualified",
"group": "b",
"id": "example-1-1",
"predicted": "qualified",
"text": "qualified sample document number 1 for this supplied dataset."
},
{
"actual": "qualified",
"group": "a",
"id": "example-1-2",
"predicted": "qualified",
"text": "qualified sample document number 2 for this supplied dataset."
},
{
"actual": "negotiation",
"group": "a",
"id": "example-2-0",
"predicted": "negotiation",
"text": "negotiation sample document number 0 for this supplied dataset."
},
{
"actual": "negotiation",
"group": "b",
"id": "example-2-1",
"predicted": "negotiation",
"text": "negotiation sample document number 1 for this supplied dataset."
},
{
"actual": "negotiation",
"group": "a",
"id": "example-2-2",
"predicted": "negotiation",
"text": "negotiation sample document number 2 for this supplied dataset."
},
{
"actual": "closed",
"group": "a",
"id": "example-3-0",
"predicted": "closed",
"text": "closed sample document number 0 for this supplied dataset."
},
{
"actual": "closed",
"group": "b",
"id": "example-3-1",
"predicted": "closed",
"text": "closed sample document number 1 for this supplied dataset."
},
{
"actual": "closed",
"group": "a",
"id": "example-3-2",
"predicted": "closed",
"text": "closed sample document number 2 for this supplied dataset."
}
]
}Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
records | array of object | Yes | Default: [{"actual":"enquiry","group":"a","id":"example-0-0","predicted":"enquiry","text…. |
Example response
The provider's example. We can't check it without paying.
{
"files": [],
"order_id": "ord_example",
"result": {
"completed": true,
"workflow": "sector-ml-lead-stage-group-evaluation"
},
"sku": "assistant-sector-ml-lead-stage-group-evaluation",
"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-sector-ml-lead-stage-group-evaluation' \
-H 'content-type: application/json' \
--data-raw '{"records":[{"actual":"enquiry","group":"a","id":"example-0-0","predicted":"enquiry","text":"enquiry sample document number 0 for this supplied dataset."},{"actual":"enquiry","group":"b","id":"example-0-1","predicted":"enquiry","text":"enquiry sample document number 1 for this supplied dataset."},{"actual":"enquiry","group":"a","id":"example-0-2","predicted":"enquiry","text":"enquiry sample document number 2 for this supplied dataset."},{"actual":"qualified","group":"a","id":"example-1-0","predicted":"qualified","text":"qualified sample document number 0 for this supplied dataset."},{"actual":"qualified","group":"b","id":"example-1-1","predicted":"qualified","text":"qualified sample document number 1 for this supplied dataset."},{"actual":"qualified","group":"a","id":"example-1-2","predicted":"qualified","text":"qualified sample document number 2 for this supplied dataset."},{"actual":"negotiation","group":"a","id":"example-2-0","predicted":"negotiation","text":"negotiation sample document number 0 for this supplied dataset."},{"actual":"negotiation","group":"b","id":"example-2-1","predicted":"negotiation","text":"negotiation sample document number 1 for this supplied dataset."},{"actual":"negotiation","group":"a","id":"example-2-2","predicted":"negotiation","text":"negotiation sample document number 2 for this supplied dataset."},{"actual":"closed","group":"a","id":"example-3-0","predicted":"closed","text":"closed sample document number 0 for this supplied dataset."},{"actual":"closed","group":"b","id":"example-3-1","predicted":"closed","text":"closed sample document number 1 for this supplied dataset."},{"actual":"closed","group":"a","id":"example-3-2","predicted":"closed","text":"closed sample document number 2 for this supplied dataset."}]}'
# 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-sector-ml-lead-stage-group-evaluation' \
-H 'content-type: application/json' \
--data-raw '{"records":[{"actual":"enquiry","group":"a","id":"example-0-0","predicted":"enquiry","text":"enquiry sample document number 0 for this supplied dataset."},{"actual":"enquiry","group":"b","id":"example-0-1","predicted":"enquiry","text":"enquiry sample document number 1 for this supplied dataset."},{"actual":"enquiry","group":"a","id":"example-0-2","predicted":"enquiry","text":"enquiry sample document number 2 for this supplied dataset."},{"actual":"qualified","group":"a","id":"example-1-0","predicted":"qualified","text":"qualified sample document number 0 for this supplied dataset."},{"actual":"qualified","group":"b","id":"example-1-1","predicted":"qualified","text":"qualified sample document number 1 for this supplied dataset."},{"actual":"qualified","group":"a","id":"example-1-2","predicted":"qualified","text":"qualified sample document number 2 for this supplied dataset."},{"actual":"negotiation","group":"a","id":"example-2-0","predicted":"negotiation","text":"negotiation sample document number 0 for this supplied dataset."},{"actual":"negotiation","group":"b","id":"example-2-1","predicted":"negotiation","text":"negotiation sample document number 1 for this supplied dataset."},{"actual":"negotiation","group":"a","id":"example-2-2","predicted":"negotiation","text":"negotiation sample document number 2 for this supplied dataset."},{"actual":"closed","group":"a","id":"example-3-0","predicted":"closed","text":"closed sample document number 0 for this supplied dataset."},{"actual":"closed","group":"b","id":"example-3-1","predicted":"closed","text":"closed sample document number 1 for this supplied dataset."},{"actual":"closed","group":"a","id":"example-3-2","predicted":"closed","text":"closed sample document number 2 for this supplied dataset."}]}' \
| grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decodeJavaScript: 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-sector-ml-lead-stage-group-evaluation&method=POST
const res = await pay("https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-group-evaluation", {
method: "POST",
headers: { "content-type": "application/json" },
body: JSON.stringify({
"records": [
{
"actual": "enquiry",
"group": "a",
"id": "example-0-0",
"predicted": "enquiry",
"text": "enquiry sample document number 0 for this supplied dataset."
},
{
"actual": "enquiry",
"group": "b",
"id": "example-0-1",
"predicted": "enquiry",
"text": "enquiry sample document number 1 for this supplied dataset."
},
{
"actual": "enquiry",
"group": "a",
"id": "example-0-2",
"predicted": "enquiry",
"text": "enquiry sample document number 2 for this supplied dataset."
},
{
"actual": "qualified",
"group": "a",
"id": "example-1-0",
"predicted": "qualified",
"text": "qualified sample document number 0 for this supplied dataset."
},
{
"actual": "qualified",
"group": "b",
"id": "example-1-1",
"predicted": "qualified",
"text": "qualified sample document number 1 for this supplied dataset."
},
{
"actual": "qualified",
"group": "a",
"id": "example-1-2",
"predicted": "qualified",
"text": "qualified sample document number 2 for this supplied dataset."
},
{
"actual": "negotiation",
"group": "a",
"id": "example-2-0",
"predicted": "negotiation",
"text": "negotiation sample document number 0 for this supplied dataset."
},
{
"actual": "negotiation",
"group": "b",
"id": "example-2-1",
"predicted": "negotiation",
"text": "negotiation sample document number 1 for this supplied dataset."
},
{
"actual": "negotiation",
"group": "a",
"id": "example-2-2",
"predicted": "negotiation",
"text": "negotiation sample document number 2 for this supplied dataset."
},
{
"actual": "closed",
"group": "a",
"id": "example-3-0",
"predicted": "closed",
"text": "closed sample document number 0 for this supplied dataset."
},
{
"actual": "closed",
"group": "b",
"id": "example-3-1",
"predicted": "closed",
"text": "closed sample document number 1 for this supplied dataset."
},
{
"actual": "closed",
"group": "a",
"id": "example-3-2",
"predicted": "closed",
"text": "closed sample document number 2 for this supplied dataset."
}
]
}),
});
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-sector-ml-lead-stage-group-evaluation",
json={
"records": [
{
"actual": "enquiry",
"group": "a",
"id": "example-0-0",
"predicted": "enquiry",
"text": "enquiry sample document number 0 for this supplied dataset.",
},
{
"actual": "enquiry",
"group": "b",
"id": "example-0-1",
"predicted": "enquiry",
"text": "enquiry sample document number 1 for this supplied dataset.",
},
{
"actual": "enquiry",
"group": "a",
"id": "example-0-2",
"predicted": "enquiry",
"text": "enquiry sample document number 2 for this supplied dataset.",
},
{
"actual": "qualified",
"group": "a",
"id": "example-1-0",
"predicted": "qualified",
"text": "qualified sample document number 0 for this supplied dataset.",
},
{
"actual": "qualified",
"group": "b",
"id": "example-1-1",
"predicted": "qualified",
"text": "qualified sample document number 1 for this supplied dataset.",
},
{
"actual": "qualified",
"group": "a",
"id": "example-1-2",
"predicted": "qualified",
"text": "qualified sample document number 2 for this supplied dataset.",
},
{
"actual": "negotiation",
"group": "a",
"id": "example-2-0",
"predicted": "negotiation",
"text": "negotiation sample document number 0 for this supplied dataset.",
},
{
"actual": "negotiation",
"group": "b",
"id": "example-2-1",
"predicted": "negotiation",
"text": "negotiation sample document number 1 for this supplied dataset.",
},
{
"actual": "negotiation",
"group": "a",
"id": "example-2-2",
"predicted": "negotiation",
"text": "negotiation sample document number 2 for this supplied dataset.",
},
{
"actual": "closed",
"group": "a",
"id": "example-3-0",
"predicted": "closed",
"text": "closed sample document number 0 for this supplied dataset.",
},
{
"actual": "closed",
"group": "b",
"id": "example-3-1",
"predicted": "closed",
"text": "closed sample document number 1 for this supplied dataset.",
},
{
"actual": "closed",
"group": "a",
"id": "example-3-2",
"predicted": "closed",
"text": "closed sample document number 2 for this supplied dataset.",
},
],
},
)
print(res.status_code, res.text)Security scan
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