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Ni Biashara Swahili Localization (Instant Machine Translation)
x402
Ni Biashara Swahili Localization (Instant Machine Translation) is a paid API for AI agents from agents.nibiashara.biz, paid per call via x402, $0.25/call, status unknown (last checked 2026-10-12).
Translates text between English and Swahili (en-sw or sw-en) using the M2M100-1.2B model, returning localized text per call.
Price / call$0.25
Success—
StatusUnknown
How this service works
Structured African-currency FX data (official + parallel/street rates from live P2P order books, with history) and business services (Swahili localization, design, consulting, landing pages), sold per call to AI agents. Ni Biashara LLC, Dallas TX.
Output
A JSON object containing the translated text in the 'localized_text' field, along with the model name (m2m100-1.2b, machine pass — not human-reviewed), the direction used (e.g. 'en-sw'), and the word count of the input.
Example use cases
Localizing e-commerce product listings
“Translate this product description into Swahili so I can list it on our East African storefront: 'High-quality solar lantern, lasts 8 hours on a single charge, water-resistant.' Use en-sw direction.”
Parsing inbound Swahili customer message
“A customer just sent me this message in Swahili and I need to understand it in English — can you translate it? 'Nataka kujua bei ya bidhaa hii na jinsi ya kulipa.' Use sw-en direction.”
Localizing mobile app onboarding copy
“I need to localize these three onboarding sentences for our Swahili-speaking users: 'Create your account. Verify your phone number. Start saving today.' Please translate them to Swahili.”
Technical details
Endpoint
GEThttps://agents.nibiashara.biz/shelf/swahili-localization-instant?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need fast, per-call English↔Swahili machine translation without setting up a full NLP pipeline or signing up for a large translation provider. Ideal for AI agents serving East African markets (Kenya, Tanzania, Uganda) that need to localize short texts, UI strings, or messages on-the-fly. Best for short passages under 120 words where human-review quality is not required. If you need human-reviewed or domain-expert translation, this endpoint explicitly notes it is machine-only.
Side effects
- Input text exceeds 120-word limit — request will fail or be truncated
- Invalid direction value (not 'en-sw' or 'sw-en') — may return an error or default behavior
- Missing required 'text' query parameter — endpoint will return an error
- Machine translation quality may be lower for domain-specific or idiomatic content (model is not human-reviewed)
- Network or payment (x402) failure may prevent the call from completing
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Output
Schema · Response
{
"type": "json",
"example": {
"model": "m2m100-1.2b (machine pass — not human-reviewed)",
"direction": "en-sw",
"word_count": 4,
"localized_text": "Karibu kwenye duka letu"
}
}Tags
x402
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