Documenti

Chunguza jinsi unavyoweza kutafsiri kwa bidii maombi yako kwa kutumia mfumo wetu sahili wa RES API.

Kuanza

Tafsiri ya TranslatePI inaandaa tamko sahili la kutafsiri maandishi kati ya lugha 180+. MILI hurudisha miitikio ya JSON.

1. Get Your API Key

Create a free account and generate your API key from the dashboard:

  1. Sign up at translateapi.ai/signup
  2. Go to Kipande cha mbao → MILIONI
  3. Click "Create API Key" and copy your key

API keys start with ta_ followed by 56 hex characters.

Base URUL: https://api.translateapi.ai/api/v1/
2. Make Your First Request

Replace YOUR_API_KEY with the key from your dashboard:

curl -X POST https://api.translateapi.ai/api/v1/translate/ \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
    "text": "Hello, world!",
    "target_language": "es"
  }'
import requests

response = requests.post(
    "https://api.translateapi.ai/api/v1/translate/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json"
    },
    json={
        "text": "Hello, world!",
        "target_language": "es"
    }
)

result = response.json()
print(result["translated_text"])  # "Hola, mundo!"
const response = await fetch("https://api.translateapi.ai/api/v1/translate/", {
    method: "POST",
    headers: {
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json"
    },
    body: JSON.stringify({
        text: "Hello, world!",
        target_language: "es"
    })
});

const result = await response.json();
console.log(result.translated_text);  // "Hola, mundo!"
$ch = curl_init("https://api.translateapi.ai/api/v1/translate/");
curl_setopt_array($ch, [
    CURLOPT_RETURNTRANSFER => true,
    CURLOPT_POST => true,
    CURLOPT_HTTPHEADER => [
        "Authorization: Bearer YOUR_API_KEY",
        "Content-Type: application/json"
    ],
    CURLOPT_POSTFIELDS => json_encode([
        "text" => "Hello, world!",
        "target_language" => "es"
    ])
]);

$result = json_decode(curl_exec($ch), true);
echo $result["translated_text"];  // "Hola, mundo!"
payload := strings.NewReader(`{
    "text": "Hello, world!",
    "target_language": "es"
}`)

req, _ := http.NewRequest("POST", "https://api.translateapi.ai/api/v1/translate/", payload)
req.Header.Set("Authorization", "Bearer YOUR_API_KEY")
req.Header.Set("Content-Type", "application/json")

resp, _ := http.DefaultClient.Do(req)
defer resp.Body.Close()

var result map[string]interface{}
json.NewDecoder(resp.Body).Decode(&result)
fmt.Println(result["translated_text"])  // "Hola, mundo!"
var client = new HttpClient();
client.DefaultRequestHeaders.Add("Authorization", "Bearer YOUR_API_KEY");

var content = new StringContent(
    JsonSerializer.Serialize(new {
        text = "Hello, world!",
        target_language = "es"
    }),
    Encoding.UTF8,
    "application/json"
);

var response = await client.PostAsync("https://api.translateapi.ai/api/v1/translate/", content);
var result = JsonSerializer.Deserialize<JsonElement>(
    await response.Content.ReadAsStringAsync()
);
Console.WriteLine(result.GetProperty("translated_text"));  // "Hola, mundo!"
Itikio
{
    "translated_text": "Hola, mundo!",
    "source_language": "en",
    "target_language": "es",
    "translations": {
        "es": "Hola, mundo!"
    },
    "character_count": 13,
    "translation_time": 0.45
}

Kupatana

Taja maombi yako kwa kutumia ufunguo wa API. Unaweza kutengeneza funguo za API bodi.

Ufasiri wa Kichwa (Kutangazwa)
Authorization: Bearer ta_your_api_key_here
ApiKey Header
Authorization: ApiKey ta_your_api_key_here
Juzi ya Query Paramter
https://api.translateapi.ai/api/v1/translate/?api_key=ta_your_api_key_here
Dumisha funguo zako zikiwa salama! Usiwafunue katika mfumo wa siri wa wateja au kwenye maduka ya umma.

Tafsiri Sahihi

Kitafsiri ujumbe kwa lugha moja tu inayolengwa.

POST https://api.translateapi.ai/api/v1/translate/
Kuomba Msamaha
Penseli Aina Zahitajiwa Maelezo
text string Ndiyo Maandishi ya kutafsiri (sax herufi 50,000)
target_language string Ndiyo* Target language code (e.g., "es", "fr", "de")
source_language string Hapana Source language code. Default: "auto" (auto-detect)
engine string Hapana Translation engine: "auto" (default), "huggingface", or "madlad". See Translation Models. Mifano ya Kutafsiri.

* Matumizi target_language lugha moja au zaidi target_languages Kwa walio wengi, bila ya shaka watakuwa wengi, Tafsiri ya Lugha Mbalimbali.

Itikio
{
    "translated_text": "Hola, mundo!",
    "source_language": "en",
    "target_language": "es",
    "translations": {
        "es": "Hola, mundo!"
    },
    "character_count": 13,
    "translation_time": 0.45
}
Auto-Detection: Omit source_language or set it to "auto" to automatically detect the source language. The detected language is returned in the source_language response field.

Tafsiri ya Lugha Mbalimbali

Kitafsiri ujumbe kwa lugha mbalimbali kwa ombi moja tu.

POST https://api.translateapi.ai/api/v1/translate/
Kuomba Msamaha
{
    "text": "Hello, world!",
    "target_languages": ["es", "fr", "de", "ja"],
    "source_language": "en"
}

Matumizi target_languages (arra) badala ya target_language Kwa ajili ya malengo mbalimbali.

Itikio
{
    "source_language": "en",
    "translations": {
        "es": "Hola, mundo!",
        "fr": "Bonjour, monde!",
        "de": "Hallo, Welt!",
        "ja": "こんにちは、世界!"
    },
    "character_count": 52,
    "translation_time": 2.31
}
Dokezo: Unaweza kutafsiri lugha 50 hivi katika ombi moja.

Tafsiri ya Banch

Tengeneza maandiko mengi mara moja kwa utayarishaji wa asnic. Ogea fungu la maneno na kura kwa ajili ya matokeo.

Limits: Max 100 texts per batch, max 300 total items (texts × target languages). Jobs time out 45 minutes after processing starts.
Speed: Common languages (ES, FR, DE) use fast models (~0.1s/text). Less common languages use our multilingual model (~1-3s/text).
POST https://api.translateapi.ai/api/v1/translate/batch/
Hatua ya 1: Mjitiishe Chini ya Mtihani
curl -X POST https://api.translateapi.ai/api/v1/translate/batch/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "texts": ["Hello", "Goodbye", "Thank you"],
    "target_language": "es",
    "source_language": "en"
}'
Itikio (HTP 202 Yakubaliwa)
{
    "job_id": "67535b2b-c9e3-4f82-9499-e237edbc1dd8",
    "status": "pending",
    "total_texts": 3,
    "queue_position": 1,
    "source_language": "en",
    "target_languages": ["es"],
    "character_count": 22,
    "credits_remaining": -1,
    "poll_url": "https://api.translateapi.ai/api/v1/jobs/67535b2b-c9e3-4f82-9499-e237edbc1dd8/"
}
Hatua 2: Kuchavusha ili Kupata Matokeo
GET https://api.translateapi.ai/api/v1/jobs/{job_id}/
Kuchavusha Mfano (Python)
import time, requests

job_id = response.json()["job_id"]
total = response.json()["total_texts"]
headers = {"Authorization": "Bearer YOUR_API_KEY"}

print(f"Batch submitted: {total} texts (job {job_id})")

while True:
    result = requests.get(f"https://api.translateapi.ai/api/v1/jobs/{job_id}/", headers=headers).json()
    status = result["status"]
    processed = result.get("processed_texts", 0)
    progress = result.get("progress_percentage", 0)

    if status == "completed":
        print(f"Done: {processed}/{total} in {result.get('processing_time', 0):.1f}s")
        translations = result["result_data"]["translations"]
        break
    elif status == "failed":
        raise Exception(result.get("error_message", "Translation failed"))
    elif status == "pending":
        print(f"Queued (position {result.get('queue_position', '?')})")
    else:
        print(f"[{status}] {processed}/{total} ({progress:.0f}%)")

    time.sleep(3)
Itikio (likamilishwa)
{
    "job_id": "67535b2b-...",
    "status": "completed",
    "processed_texts": 3,
    "total_texts": 3,
    "progress_percentage": 100.0,
    "processing_time": 10.65,
    "result_data": {
        "translations": ["Hola", "Adiós", "Gracias"],
        "source_language": "en",
        "target_language": "es",
        "character_count": 22,
        "processing_time": 10.65
    }
}
Real-Time Progress Tracking
Field Maelezo
status pending (queued, waiting for a GPU worker), processing (actively translating), completed, failed
processed_texts Number of individual translations completed so far. Updates in real time as each text is translated.
progress_percentage Completion percentage (0-100). Calculated from processed_texts / total_texts.
queue_position Your position in the queue when status is "pending" (1 = next up). Null when processing or completed. Use this to estimate wait time and show queue status to your users.
processing_time Total processing time in seconds (available when completed).
Batch wa Ng'ambo

Hutafsiri maandiko mbalimbali katika lugha mbalimbali mara moja:

{
    "texts": ["Hello", "Goodbye"],
    "target_languages": ["es", "fr"],
    "source_language": "en"
}
Matokeo kamili_data
{
    "translations": [
        {"es": "Hola", "fr": "Bonjour"},
        {"es": "Adiós", "fr": "Au revoir"}
    ],
    "source_language": "en",
    "target_languages": ["es", "fr"],
    "character_count": 24,
    "processing_time": 2.45
}
Vipindi vya Kuomba Msaada
Penseli Aina Zahitajiwa Maelezo
texts array Ndiyo File ya nyuzi za kutafsiri
target_language string Ndiyo* Mfumo wa lugha unaolengwa wa lugha kwa ajili ya lugha moja
target_languages array Ndiyo* Alama za lugha zinazolengwa za lugha mbalimbali
source_language string Hapana Source language code. Default: "auto"

* Andaa ama target_language au target_languages, si vyote viwili.

Best Practices for Large Workloads
  • Send 1 target language per batch request. This keeps each batch fast and makes progress easy to track.
  • Keep batches at 50-100 texts. Smaller batches complete faster and give you more frequent progress updates.
  • Submit as many batch jobs as you need — our GPU cluster auto-scales to handle demand. Jobs are processed in parallel across multiple instances.
  • On timeout, re-poll the same job_id instead of submitting a new batch. The original job may still be processing on the GPU.
  • Poll every 3-5 seconds. More frequent polling does not speed up processing.

Document Translation

Pakua hati nzima - nzima huku ukihifadhi muundo. Hutegemeza miundo mbalimbali ya faili.

POST https://api.translateapi.ai/api/v1/translate/document/
Maombi (sehemu/form-data)
Penseli Aina Zahitajiwa Maelezo
file file Ndiyo Hati ya kutafsiri (max 10MB)
target_language string Ndiyo Target language code (e.g., "es", "fr", "de")
source_language string Hapana Source language code. Default: "auto" (auto-detect)
Aina za Faili Zinazotegemezwa
Documents
  • .txt - Thibitisha faili za maandishi
  • .docx - Hati za Neno
  • .pdf - Hati za PDF (kutia ndani habari iliyochunguzwa upya)
Data & Localization
  • .json - faili za JSON (zitafsiri kanuni za uzi)
  • .xml - Mafaili ya XML
  • .srt - Mafaili yaliyohifadhiwa
  • .po / .pot - Tafuta faili za kutafsiri habari
Images (OCR)
  • .jpg / .jpeg - Picha za JPEG (OCR)
  • .png - PNG picha (OCR)
  • .tiff / .tif - TIFFE picha (OCR)
  • .bmp - Picha za BMP (OCR)
  • .webp - Picha za WebP (OCR)
Mfano (URL)
# Translate a Word document
curl -X POST https://api.translateapi.ai/api/v1/translate/document/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -F "file=@document.docx" \
  -F "target_language=es" \
  -F "source_language=en"

# Translate text from an image (OCR)
curl -X POST https://api.translateapi.ai/api/v1/translate/document/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -F "file=@scanned_page.jpg" \
  -F "target_language=es" \
  -F "source_language=en"
Itikio
{
    "id": 123,
    "original_filename": "document.docx",
    "file_type": "docx",
    "source_language": "en",
    "target_language": "es",
    "status": "completed",
    "character_count": 5420,
    "translated_file_url": "/media/translated/document_es.docx",
    "created_at": "2024-01-15T10:30:00Z",
    "completed_at": "2024-01-15T10:30:05Z"
}
Uungaji mkono WA OCR: Mafaili ya picha na picha ya PDF hutayarishwa kwa utambuzi wa herufi (OCR) ili kupata maandishi kabla ya kutafsiriwa. Kwa matokeo bora zaidi, tumia picha zilizo wazi, zilizo wazi.
GET https://api.translateapi.ai/api/v1/translate/document/{id}/

Chunguza tarehe ya tafsiri ya hati au pokea nakala ya tafsiri ya URL.

Viwango
pending File akiwa amepakiwa, akisubiri kutenganishwa
processing Kazi ya kutafsiri inaendelea
completed Utafsiri ukiwa kamili, pakiaji unapatikana
failed Utafsiri haukufaulu (kuondoa makosa_mesage)

Lugha Zinazoungwa Mkono

Tafuta orodha ya lugha zote zinazotegemezwa.

GET https://api.translateapi.ai/api/v1/translate/languages/
Itikio
{
    "count": 186,
    "results": [
        {"iso": "en", "name": "English", "en_label": "English"},
        {"iso": "es", "name": "Español", "en_label": "Spanish"},
        {"iso": "fr", "name": "Français", "en_label": "French"},
        ...
    ]
}

View All 186 Languages

Submit Corrections

Suggest a better translation for a given source text. Corrections enter a moderation queue; once approved by our team they surface as "Community Verified" translations for that text.

Note: this endpoint is served from the main domain https://translateapi.ai/api/v1/ (not the api. translation host), and requires an API key.
POST https://translateapi.ai/api/v1/suggestions/
Kuomba Msamaha
Parameter Aina Maelezo
source_text string The original text that was translated.
source_language string Source language code (e.g. "en").
target_language string Target language code (e.g. "es").
machine_translation string The machine translation you are correcting.
suggested_translation string Your improved translation (must differ from machine_translation).
Example Request
curl -X POST https://translateapi.ai/api/v1/suggestions/ \
    -H "Authorization: Bearer YOUR_API_KEY" \
    -H "Content-Type: application/json" \
    -d '{
    "source_text": "Hello, world!",
    "source_language": "en",
    "target_language": "es",
    "machine_translation": "Hola, mundo!",
    "suggested_translation": "¡Hola, mundo!"
}'
Itikio
{
    "id": 4213,
    "status": "pending",
    "created": true,
    "message": "Correction submitted for review."
}

Re-submitting the same source/language pair updates your existing suggestion instead of creating a duplicate (returns 200 with "created": false).

Mifano ya Kutafsiri

Tunatumia vianzo vya kisasa vya kutafsiri vya serikali vinavyoendeshwa kwenye mfumo wetu wenyewe wa GPU.

Mfano Lugha Bora Zaidi
Helsinki-NLP/opus-mt 50+ Lugha tofauti - tofauti Lugha za kawaida (EN, ES, FR, DE, WE, PT, RU, ZH, JA, n.k.)
Google MADLAD-400 Lugha 400+ Lugha ambazo hazina maandishi mengi, na habari kamili

API huchagua kiolezo bora zaidi kwa ajili ya wenzi wa lugha yako kwa hiari. engine parameta:

Injini Maelezo
"auto" Default.Tries HugFace kwanza, hurudi MADLAD-00
"huggingface" Kikosi cha Kusambaza Habari/MarianMT (lugha imara zaidi, 50+)
"madlad" Force MADLAD-00 (lugha 2,400+)

Kushughulikia Vibaya

API hutumia kanuni za kiwango cha HTTP kuonyesha mafanikio au kushindwa.

Kanuni Maelezo
200 Mafanikio
202 Accepted — Batch job queued successfully
400 Bad Request — Invalid parameters (missing text, unsupported language, etc.)
401 Ukosefu wa Haki - Hushindwa au Hukosekana Ufunguo wa API
402 Payment Required — Character credits exhausted. Upgrade your plan or purchase a top-up.
403 Forbidden — API key lacks required scope or IP not in whitelist
503 Utumishi wa injini isiyoweza kutafsiriwa kwa urahisi
Itikio Lisilofaa Latokezwa
{
    "error": "insufficient_credits",
    "credits_remaining": 0
}

Usage Limits

TranslateAPI has no request rate limits. All requests are queued and processed by our auto-scaling GPU cluster. Your plan determines your monthly character allowance:

Panga Characters/Month Batch API Documents Bei
Huru 250,000 $0 Fanyeni Ishara kwa Hiari
keyboard label 2,500,000 $9/mo print operation status
Project 10,000,000 $29/mo print operation status
Biashara 40,000,000 $79/mo print operation status
Magamba 125,000,000 $199/mo print operation status
Enterprise Unlimited $499/mo Contact Sales

Ukivuka mpaka wako, utapokea 402 Payment Required Jibu ni mpaka mwezi ujao au uwe mwepesi zaidi.

Auto-Scaling Cloud Infrastructure

TranslateAPI runs on dedicated NVIDIA A100 GPU instances with automatic horizontal scaling. When demand increases, additional GPU instances are launched within minutes to maintain fast response times. All requests are queued and processed — send hundreds of concurrent requests and they'll all be handled. Real-time translations get priority, batch jobs process in the background.

Need More Credits?

Run out of characters mid-month? Purchase a one-time credit top-up without changing your plan. View top-up packs

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