Zolemba za API
Kuphatikiza zothandiza kutanthauzira m'mapulogalamu anu ndi REST API yathu yosavuta.
Kuyamba
The TranslateAPI amapereka yosavuta REST interface kwa kutanthauzira malemba pakati 180 + zinenero.All API endpoints kubwezera JSON mayankho.
1. Pezani API Key yanu
Pangani akaunti yopanda malire ndikupanga chida chanu cha API kuchokera pa dashboard:
- Kulembetsa pa translateapi.ai/signup
- Yambani Dashboard → Chingwe cha API
- Dinani "Create API Key" ndipo kopanira kiyi wanu
Mavuto a API amayamba ndi ta_ kutsatira ndi 56 hex akamagwiritsa.
https://api.translateapi.ai/api/v1/2. Kuchita wanu First Kupempha
Kusintha YOUR_API_KEY ndi batani kuchokera pa dashboard yanu:
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!"
Kuyankha
{
"translated_text": "Hola, mundo!",
"source_language": "en",
"target_language": "es",
"translations": {
"es": "Hola, mundo!"
},
"character_count": 13,
"translation_time": 0.45
}
Kutsimikizira
Authenticate zosowa zanu pogwiritsa ntchito chida cha API. Mukhoza kupanga chida cha API kuchokera patsamba lanu dashboard.
Kutsimikizika kwa Header (Kuloledwa)
Authorization: Bearer ta_your_api_key_here
Kulemba kwa ApiKey
Authorization: ApiKey ta_your_api_key_here
Query Parameter
https://api.translateapi.ai/api/v1/translate/?api_key=ta_your_api_key_here
Kutanthauzira Malemba
Kutanthauzira malemba ku mtundu wina woyenera.
POST https://api.translateapi.ai/api/v1/translate/
Mtima wa funso
| Paramita | Chizindikiro: | Zofunika | Kufotokozera |
|---|---|---|---|
text |
string | Yes | Text kutanthauzira (max 50,000 characters) |
target_language |
string | Inde* | Target language code (e.g., "es", "fr", "de") |
source_language |
string | Palibe | Source language code. Default: "auto" (auto-detect) |
engine |
string | Palibe | Kusintha injini: "auto" (default), "huggingface", kapena "madlad". Onani Kusintha Models. Kutanthauzira Models. |
Kugwiritsa ntchito target_language (mzere) kwa zinenero imodzi kapena target_languages (array) kwa multiple. Onani Multi-Target Translation.
Kuyankha
{
"translated_text": "Hola, mundo!",
"source_language": "en",
"target_language": "es",
"translations": {
"es": "Hola, mundo!"
},
"character_count": 13,
"translation_time": 0.45
}
source_language kapena khazikitsani kuti "auto" Kuzindikira kwa mawu ochokera kumaperekedwa m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu a m'mawu. source_language response field.
Multi-Target Translation
Kutanthauzira malemba kwa zilankhulo zambiri m'modzi akufuna. Amagwiritsa ntchito chimodzimodzi endpoint monga kutanthauzira imodzi.
POST https://api.translateapi.ai/api/v1/translate/
Mtima wa funso
{
"text": "Hello, world!",
"target_languages": ["es", "fr", "de", "ja"],
"source_language": "en"
}
Kugwiritsa ntchito target_languages (array) m'malo target_language (mzere) kwa ziyembekezo zambiri.
Kuyankha
{
"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
}
Batch Kutanthauzira
Kutanthauzira malemba ambiri pamodzi ndi async processing. Submit a batch ndi poll kwa zotsatira.
POST https://api.translateapi.ai/api/v1/translate/batch/
Gawo 1: Kutumiza Batch
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"
}'
Kuyankha (HTTP 202 Accepted)
{
"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/"
}
Gawo 2: Poll kwa Results
GET https://api.translateapi.ai/api/v1/jobs/{job_id}/
Polling 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)
Kuyankha (kumaliza)
{
"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
| Chigawo | Kufotokozera |
|---|---|
status |
pending (m'gulu, akuyembekezera wogwira ntchito wa GPU), processing (ogwira ntchito kutanthauzira), completed, failed |
processed_texts |
Mtengo wa zomasulira wina ndi mzake anamaliza mpaka pano. Updates mu real nthawi monga aliyense malemba anamasulira. |
progress_percentage |
Kumaliza peresenti (0-100). Kuwerengedwa kuchokera processed_texts / total_texts. |
queue_position |
Malo anu m'gulu pamene khalidwe ndi "likuyembekezeredwa" (1 = lotsatira). Null pamene kuchitidwa kapena kumaliza. Mutha kugwiritsa ntchito izi kuti muwerenge nthawi yoyembekezera ndi kusonyeza khalidwe la gulu kwa ogwiritsa ntchito anu. |
processing_time |
Total processing nthawi mu masekondi (kupezeka pamene anamaliza). |
Multi-Chilankhulo Batch
Kutanthauzira malemba ambiri a mitundu yosiyanasiyana pamodzi:
{
"texts": ["Hello", "Goodbye"],
"target_languages": ["es", "fr"],
"source_language": "en"
}
Completed result_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
}
Ma parameters a funso
| Paramita | Chizindikiro: | Zofunika | Kufotokozera |
|---|---|---|---|
texts |
array | Yes | Array of strings to translate |
target_language |
string | Inde* | Target chilankhulo code kwa chilankhulo chimodzi |
target_languages |
array | Inde* | Array of target language codes for multiple languages |
source_language |
string | Palibe | Source language code. Default: "auto" |
* Pezani wina target_language kapena target_languages, si onse awiri.
Best Practices kwa Large Workloads
- Send 1 target language per batch request. This keeps each batch fast and makes progress easy to track.
- Gwiritsani ntchito masamba a 50-100. Masamba ang'onoang'ono amamaliza mofulumira kwambiri ndipo amakupatsani zosintha zambiri.
- Kutumiza ntchito zambiri monga mukufuna - GPU yathu cluster auto-scales kusamalira zosowa. Ntchito zimathetsedwa mogwirizana m'madera ambiri.
- Pa nthawi yochuluka, gwiritsani ntchitonso job_id yomweyo m'malo mwa kutumiza ntchito yatsopano. Ntchito yoyamba ikhozabe kuchitidwa pa GPU.
- Poll nthawi iliyonse 3-5 masekondi. Polling nthawi zambiri si kufulumizitsa processing.
Kutanthauzira kwa Document
Kutanthauzira onse mabuku pamene kuteteza formatting. Supports multiple file formats.
POST https://api.translateapi.ai/api/v1/translate/document/
Kupempha (multipart / form-data)
| Paramita | Chizindikiro: | Zofunika | Kufotokozera |
|---|---|---|---|
file |
file | Yes | Fayilo yomasulira (max 10MB) |
target_language |
string | Yes | Target language code (e.g., "es", "fr", "de") |
source_language |
string | Palibe | Source language code. Default: "auto" (auto-detect) |
Supported File Types
Zolemba
.txt- Fayilo ya malemba oyera.docx- Makalata a Word.pdf- PDF mafayilo (kuphatikizapo scanned)
Data & Kusintha kwa malo
.json- JSON mafayilo (amatanthauzira matanthauzo a string).xml- Fayilo ya XML.srt- Fayilo ya ma subtitle.po/.pot- Gettext kutanthauzira mafayilo
Zithunzi (OCR)
.jpg/.jpeg- JPEG zithunzi (OCR).png- PNG zithunzi (OCR).tiff/.tif- TIFF zithunzi (OCR).bmp- BMP zithunzi (OCR).webp- WebP zithunzi (OCR)
Mfano (cURL)
# 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"
Kuyankha
{
"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"
}
GET https://api.translateapi.ai/api/v1/translate/document/{id}/
Onani mfundo za kutanthauzira kwa deta kapena bwererani ku download URL.
Makhalidwe a khalidwe
pending |
Fayilo yatulutsidwa, ikuyembekezera kuchitidwa |
processing |
Translation in progress |
completed |
Kutanthauzira komaliza, kutsitsa kulipo |
failed |
Kutanthauzira kulephera (onani error_message) |
Zilankhulo Zothandizidwa
Get the list of all supported languages.
GET https://api.translateapi.ai/api/v1/translate/languages/
Kuyankha
{
"count": 186,
"results": [
{"iso": "en", "name": "English", "en_label": "English"},
{"iso": "es", "name": "Español", "en_label": "Spanish"},
{"iso": "fr", "name": "Français", "en_label": "French"},
...
]
}
Kutanthauzira Models
Timagwiritsa ntchito state-of-the-art open source translation models kuyendetsa pa GPU yathu yayikulu.Zosefera zonse ndi zovomerezeka (Apache 2.0).
| Model | Zilankhulo | Best kwa |
|---|---|---|
| Helsinki-NLP/opus-mt | 50+ zilankhulo zogwirizana | Zilankhulo zofala (EN, ES, FR, DE, IT, PT, RU, ZH, JA, etc.) |
| Google MADLAD-400 | 400 + zilankhulo | Zilankhulo zosadziwika, zokhudzana mozama |
The API mwamsanga amasankha yabwino model for your language pair. You may optionally specify an engine paramita:
| Makina | Kufotokozera |
|---|---|
"auto" |
Default. Amayesetsa HuggingFace koyamba, amabwerera ku MADLAD-400 |
"huggingface" |
Kuletsa HuggingFace / MarianMT (mosavuta, 50 + zinenero) |
"madlad" |
Force MADLAD-400 (400 + zinenero) |
Kuyang'anira zolakwika
API amagwiritsa ntchito standard HTTP status codes kusonyeza kupambana kapena kulephera.
| Kodi | Kufotokozera |
|---|---|
| 200 | Kupambana |
| 202 | Accepted — Batch job queued successfully |
| 400 | Bad Kupempha - Invalid parameters (kulephera malemba, unsupported zinenero, etc.) |
| 401 | Osaloledwa - Chofunikira cha API chosavomerezeka kapena chosapezeka |
| 402 | Kulipira Kufunika — Character credits exhausted. Kusintha wanu mndandanda kapena kugula top-up. |
| 403 | Oletsa - API key ilibe zofunikira zofunikira kapena IP siyikupezeka mu whitelist |
| 503 | Service Unavailable - Kusintha injini nthawizonse pansi |
Fayilo ya yankho la vuto
{
"error": "insufficient_credits",
"credits_remaining": 0
}
Kugwiritsa ntchito mipaka
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:
| Phunziro | Chizindikiro/mwezi | Bajeti API | Zolemba | Mtengo | |
|---|---|---|---|---|---|
| _Yaulere | 250,000 | — | — | $0 | Kulembetsa kwaulere |
| Woyamba | 2,500,000 | $9/mphindi | Kulembetsa | ||
| Pro | 10,000,000 | $29/mphindi | Kulembetsa | ||
| Zamalonda | 40,000,000 | $79/mphindi | Kulembetsa | ||
| Kukula | 125,000,000 | $199/mphindi | Kulembetsa | ||
| Enterprise | Unlimited | $499/mphindi | Contact Sales |
Pamene inu kupitilira malire anu, mudzalandira a 402 Payment Required yankho mpaka mwezi ukubwerawu kapena inu kuwonjezera.
Auto-Scaling Cloud Infrastructure
TranslateAPI imagwira ntchito pazosankha za NVIDIA A100 GPU ndi kusinthika kwa maziko. Mukapeza zosowa zambiri, ma GPU ena amatulutsidwa m'maola ochepa kuti akwaniritse nthawi yoyankha mwachangu. Zosowa zonse zimayikidwa mu mndandanda wazofunsira ndipo zimathetsedwa — mutha kutumiza mamiliyoni a zofunsira zogwirizana ndipo zonse zidzathetsedwa.
Mukufuna zambiri?
Kutuluka mwala wa maonekedwe pakati pa mwezi? Kugula nthawi imodzi credit top-up popanda kusintha wanu ndondomeko. Onani mapaketi owonjezera