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Arabic Language Detection
x402
Arabic Language Detection is a paid API for AI agents from arabic-pipeline.arabic-pipeline.workers.dev, paid per call via x402, $0.002/call, status unknown (last checked 2026-10-31).
Detects whether text is Arabic and reports language confidence and script mix breakdown
Price / call$0.002
Success—
StatusUnknown
How this service works
Nine micro-capabilities for Arabic-language work, sold per call over x402 in USDC on Base. No API key, no account, no subscription for the buyer: the first request returns a 402 payment challenge, the client pays it and retries. Text utilities are pure computation and cost nothing to serve.
Output
Returns a JSON object with the detected language code (e.g. 'ar'), a confidence score between 0 and 1, and a script_mix object showing character counts for arabic, latin, and other scripts, plus the endpoint name and cost in USD.
Example use cases
Filter Arabic user submissions
“I'm getting form submissions from users and need to know which ones are written in Arabic — can you check this text and tell me the language and how confident you are: 'هذا النص باللغة العربية'?”
Multilingual content audit
“I have a batch of social media posts and I need to flag which ones mix Arabic and Latin scripts. Can you analyze this text and tell me the script breakdown: 'Arabic Pipeline هو خط أنابيب للغة العربية'?”
Input language validation before translation
“Before I send this user message to a translation service, I want to confirm it's actually Arabic — can you detect the language and confidence for: 'كيف حالك اليوم؟'?”
Technical details
Endpoint
POSThttps://arabic-pipeline.arabic-pipeline.workers.dev/text/detect?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, cheap per-call Arabic language detection with script-level detail (arabic vs latin vs other character counts) and no account or API key setup. Prefer it over general-purpose language detection APIs when Arabic-specific accuracy and micropayment economics (pay-per-call in USDC) suit your workflow.
Side effects
- Empty or whitespace-only text may return low confidence or ambiguous results
- Very short strings (1-2 characters) may produce unreliable confidence scores
- Text that is purely numeric or punctuation may not detect Arabic
- Payment challenge (HTTP 402) returned on first call if client has not yet paid via x402
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| text | string | The text to measure. |
Output
Schema · Response
{
"type": "json",
"example": {
"cost_usd": 0.002,
"endpoint": "POST /text/detect",
"language": "ar",
"confidence": 1,
"script_mix": {
"latin": 0,
"other": 0,
"arabic": 12
}
}
}Tags
x402
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