{"uid":"cap_fMrae_JTuTuxtzT3vCAha","slug":"ni-biashara-swahili-localization-instant-machine-translation-cf2b419a","name":"Ni Biashara Swahili Localization (Instant Machine Translation)","description":"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.","url":"https://agents.nibiashara.biz/shelf/swahili-localization-instant?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET"],"type":"string"},"queryParams":{"type":"object","required":["text"],"properties":{"text":{"type":"string","description":"the text to localize, up to 120 words (required)"},"direction":{"type":"string","description":"en-sw or sw-en (optional, default en-sw)"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"model":"m2m100-1.2b (machine pass — not human-reviewed)","direction":"en-sw","word_count":4,"localized_text":"Karibu kwenye duka letu"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_vYl49g5i8I8WeINgxLf49","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Translates text between English and Swahili (en-sw or sw-en) using the M2M100-1.2B model, returning localized text per call.","exampleAgentPrompt":"Translate this into Swahili for me: 'Welcome to our store. We offer fresh produce and daily specials.' — use English-to-Swahili direction.","exampleUseCases":[{"title":"Localizing e-commerce product listings","prompt":"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."},{"title":"Parsing inbound Swahili customer message","prompt":"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."},{"title":"Localizing mobile app onboarding copy","prompt":"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."}],"resultDescription":"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.","failureModes":["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"],"whenToPreferThis":"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.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T12:37:04.478Z","isFirstParty":false,"canonicalSlug":"ni-biashara-swahili-localization-instant-machine-translation-cf2b419a"}