Litokomane tsa API
Integrate ho fetolela matla ho likopo tsa hao le rona bonolo REST API.
Ho qala
TranslateAPI e fana ka interface e bonolo ea REST bakeng sa ho fetolela mongolo lipakeng tsa lipuo tse fetang 180. Liphetho tsohle tsa API li khutlisa likarabo tsa JSON.
https://api.translateapi.ai/api/v1/
Qala ka potlako
Etsa kopo ea hau ea pele ea ho fetolela:
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!"
using System;
using System.Net.Http;
using System.Text;
using System.Threading.Tasks;
using Newtonsoft.Json;
class Program
{
static async Task Main()
{
var client = new HttpClient();
client.DefaultRequestHeaders.Add(
"Authorization", "Bearer YOUR_API_KEY"
);
var content = new StringContent(
JsonConvert.SerializeObject(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 = await response.Content.ReadAsStringAsync();
var data = JsonConvert.DeserializeObject<dynamic>(result);
Console.WriteLine(data.translated_text); // "Hola, mundo!"
}
}
Botšepehi
Ntlafatsa lipotso tsa hau ka ho sebelisa konopo ea API. U ka etsa konopo ea API ho tsoa ho eona dashboard.
Bopaki ba sehlooho (bo khothalletsoang)
Authorization: Bearer ta_your_api_key_here
Parameter ea potso
https://api.translateapi.ai/api/v1/translate/?api_key=ta_your_api_key_here
Ho fetolela mongolo
Ho fetolela mongolo ka puo e le 'ngoe.
POST https://api.translateapi.ai/api/v1/translate/
Bophelo ba kopo
| Parameter | Mofuta | E hlokahalang | Tlhaloso |
|---|---|---|---|
text |
string | Ha ho joalo | Text to translate (max 50,000 characters) |
target_language |
string | Yeah* | Target language code (e.g., "es", "fr", "de") |
source_language |
string | Ha ho joalo | Source language code. Default: "auto" (auto-detect) |
* Ho sebelisa target_language (string) bakeng sa puo e le 'ngoe kapa target_languages (array) bakeng sa ho feta. Bona Ho fetolela lihlooho tse ngata.
Likarabo
{
"translated_text": "Hola, mundo!",
"source_language": "en",
"target_language": "es",
"translations": {
"es": "Hola, mundo!"
},
"character_count": 13,
"translation_time": 0.45
}
Ho fetolela lihlooho tse ngata
Ho fetolela mongolo ka lipuo tse ngata ka kopo e le 'ngoe. E sebelisa sebaka sa ho qetela se tšoanang le ho fetolela ho le' ngoe.
POST https://api.translateapi.ai/api/v1/translate/
Bophelo ba kopo
{
"text": "Hello, world!",
"target_languages": ["es", "fr", "de", "ja"],
"source_language": "en"
}
Ho sebelisa target_languages (array) eseng target_language (string) bakeng sa liphetho tse ngata.
Likarabo
{
"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
}
Ho fetolela
Ho fetolela litokomane tse ngata ka nako e le 'ngoe ka ho sebetsana le async. Tlosa batch' me u hlahlobe liphetho.
POST https://api.translateapi.ai/api/v1/translate/batch/
Phapang 1:
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"
}'
Likarabo (HTTP 202 e amoheloa)
{
"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/"
}
Phapang 2: Poll bakeng sa Liphetho
GET https://api.translateapi.ai/api/v1/jobs/{job_id}/
Mohlala oa polling (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"Completed: {processed}/{total} texts in {result.get('processing_time', 0):.1f}s")
translations = result["result_data"]["translations"]
break
elif status == "failed":
print(f"Failed at {processed}/{total}: {result.get('error_message', 'unknown')}")
raise Exception(result.get("error_message", "Translation failed"))
elif status == "pending":
queue_pos = result.get("queue_position", "?")
print(f"Queued (position {queue_pos}) — waiting for GPU worker...")
else:
print(f"[{status}] {processed}/{total} ({progress:.0f}%)")
time.sleep(3)
Likarabo (ho e-na le — ho e-na le, ho e-na le GPU)
{
"job_id": "67535b2b-...",
"status": "pending",
"processed_texts": 0,
"total_texts": 3,
"progress_percentage": 0.0,
"queue_position": 3
}
Likarabo (ha li ntse li sebetsa)
{
"job_id": "67535b2b-...",
"status": "processing",
"processed_texts": 1,
"total_texts": 3,
"progress_percentage": 33.33,
"queue_position": null
}
Likarabo (li felile)
{
"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
}
}
Ho latela nts'etsopele ka nako ea 'nete
Likarabo tsohle tsa lipotso li kenyelletsa libaka tsa nts'etsopele ea nako ea 'nete e le hore u ka hlahloba hore na ho etsahala'ng ka batch ea hau:
| Setereke: | Tlhaloso |
|---|---|
status |
Mofuta oa mosebetsi oa hona joale: pending (e phuthetsoe, e emetse mosebelisi oa GPU), processing (ho fetolela ka potlako), completed, failed |
processed_texts |
The number of individual translations completed so far. Updates in real time as each text is translated. |
total_texts |
The total number of translations in this batch (texts × target languages). |
progress_percentage |
Liperesente tsa ho phetheloa (0-100). Li tlalehiloe ho tloha ho processed_texts / total_texts. |
queue_position |
Sebaka sa hau ka litlhophiso ha boemo bo le "bo sa feleng" (1 = bo latelang). Null ha bo phekoloa kapa bo felile. Sebelisa sena ho nahana nako ea ho khutla le ho bonts'a boemo ba litlhophiso ho basebelisi ba hau. |
processing_time |
Nako e felletseng ea ho sebetsana ka metsotsoana (e fumaneha ha e felile). |
status ke "pending", basebetsi ba GPU ba sebetsana le liphutheloana tse ling. Check queue_position ho bona hore na ho na le mesebetsi e kae e ka pele ho ea hau (1 = u latelang). Jobo ea hau e tla qala ka boiketsetso — ha ho hlokahale ho etsa eng kapa eng, u ka tsoelapele feela ka polling.
Best Practices bakeng Workloads Large
- Tlosa lentsoe la sepheo le le leng ka kopo ea batch. Sena se boloka batch e ngoe le e ngoe e potlakile'me se etsa hore ho be bonolo ho latela nts'etsopele.
- Ho boloka batches ho 50-100 lingoloa. Batches tse nyane ho fihlela ka potlako le ho u fa ho feta ka ho fetesisa ntshetsopele updates.
- E phethela mesebetsi ea batch e fetang 2 ka nako e le ngoe. GPU e sebetsana le mesebetsi ea batch e 2 ka nako e le 'ngoe — mesebetsi e eketsehileng e qala ka potlako.
- Ka mor'a nako e khuts'oane, etsa qeto ka job_id e ts'oanang e le hore u romelle batch e ncha. Jobo ea mantlha e ka ntse e sebetsa ka GPU.
- Poll ka metsotsoana e 3-5. Poll e potlakileng e ke ke ea potlakisa ts'ebetso.
Multi-Language Batch
Ho fetolela litokomane tse ngata ho lipuo tse ngata ka nako e le 'ngoe:
{
"texts": ["Hello", "Goodbye"],
"target_languages": ["es", "fr"],
"source_language": "en"
}
Result_data e felile
{
"translations": [
{"es": "Hola", "fr": "Bonjour"},
{"es": "Adiós", "fr": "Au revoir"}
],
"source_language": "en",
"target_languages": ["es", "fr"],
"character_count": 24,
"processing_time": 2.45
}
Liparametara tsa kopo
| Parameter | Mofuta | E hlokahalang | Tlhaloso |
|---|---|---|---|
texts |
array | Ha ho joalo | Array ea lihlooho tsa ho fetolela |
target_language |
string | Yeah* | Kode ea puo ea sepheo bakeng sa puo e le 'ngoe |
target_languages |
array | Yeah* | Array ea li-codes tsa puo ea sepheo bakeng sa lipuo tse ngata |
source_language |
string | Ha ho joalo | Source language code. Default: "auto" |
* Fetola e le efe target_language kapa target_languages, eseng ka bobeli.
job_id. Moqomo GET /api/v1/jobs/{job_id}/ ho fihlela status ke "completed", ebe u bala result_data bakeng sa ho fetoleloa. progress_percentage ho latela nts'etsopele.
Ho fetolela litokomane
Ho fetolela litokomane ka ho feletseng ka ho boloka ho hlophisoa. E tšehetsa litokomane tse ngata.
POST https://api.translateapi.ai/api/v1/translate/document/
Lipotso (li-multipart/form-data)
| Parameter | Mofuta | E hlokahalang | Tlhaloso |
|---|---|---|---|
file |
file | Ha ho joalo | Tlaleho eo u batlang ho e fetolela (max 10MB) |
target_language |
string | Ha ho joalo | Target language code (e.g., "es", "fr", "de") |
source_language |
string | Ha ho joalo | Source language code. Default: "auto" (auto-detect) |
Likarolo tsa lifaele tse tšehelitsoeng
.txt- Lifaele tsa mongolo o tloaelehileng.docx- Litokomane tsa Word.pdf- Litokomane tsa PDF (ho akarelletsa le tse scanned).json- Lifaele tsa JSON (li fetolela li-string values).xml- Lifaele tsa XML
.srt- Lifaele tsa li-subtitle.po/.pot- Lifaele tsa ho fetolela Gettext.jpg/.jpeg- Litšoantšo tsa JPEG (OCR).png- Litšoantšo PNG (OCR).tiff/.tif- Litšoantšo tsa TIFF (OCR).bmp- Litšoantšo tsa BMP (OCR).webp- Litšoantšo tsa WebP (OCR)
Mohlala (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"
.txt % 1:% 2,% 3,% 4,% 5,% 6
Likarabo
{
"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"
}
Matšoao a boemo
pending |
Faele e lokollotsoe, e emetse ho sebetsanoa |
processing |
Ho fetolela ho ntse ho etsoa |
completed |
Ho fetolela ho phethetsoe, ho na le ho kenya |
failed |
Ho fetolela ho sa atlehe (check error_message) |
GET https://api.translateapi.ai/api/v1/translate/document/{id}/
Check the status of a document translation or get the download URL.
Likarabo
{
"id": 123,
"original_filename": "document.docx",
"status": "completed",
"translated_file_url": "/media/translated/document_es.docx",
"character_count": 5420
}
Boithuto ba puo
Ho fumanoa ha puo ho thehiloe ho kopo efe kapa efe ea ho fetolela. Set source_language to "auto" (kapa u se ke ua e etsa)'me puo e fumanehang e tla khutlisoa karabo.
POST https://api.translateapi.ai/api/v1/translate/
Bophelo ba kopo
{
"text": "Bonjour, comment allez-vous?",
"target_language": "en"
}
Likarabo
{
"translated_text": "Hello, how are you?",
"source_language": "fr",
"target_language": "en",
"translations": {
"en": "Hello, how are you?"
},
"character_count": 28,
"translation_time": 0.52
}
The source_language sebaka sa karabo se bonts'a puo e fumanoeng ha ho sebelisoa ho fumanoa ka ho toba.
Li-languages tse tšehelitsoeng
Fumana lethathamo la lipuo tsohle tse tšehelitsoeng.
GET https://api.translateapi.ai/api/v1/translate/languages/
Likarabo
{
"count": 186,
"results": [
{"iso": "en", "name": "English", "en_label": "English"},
{"iso": "es", "name": "Español", "en_label": "Spanish"},
{"iso": "fr", "name": "Français", "en_label": "French"},
...
]
}
Litšoantšo tsa ho fetolela
Re sebelisa li-models tsa ho fetolela li-open source tse sebetsang ka li-infrastructure tsa GPU tsa rona. Li-models tsohle li na le laesense ea khoebo (Apache 2.0).
| Mofuta | Li-languages | E loketseng |
|---|---|---|
| Helsinki-NLP/opus-mt | Lihlopha tsa lipuo tse fetang 50 | Li-language tse tloaelehileng (EN, ES, FR, DE, IT, PT, RU, ZH, JA, jj.) |
| Google MADLAD-400 | 400+ lipuo | Li-languages tse sa tloaelehang, li-coverage tse felletseng |
API e khetha ka boiketsetso mofuta o motle ka ho fetisisa oa puo ea hau. U ka khetha ho bonts'a engine Parameter:
| Enjene | Tlhaloso |
|---|---|
"auto" |
Bofela. E leka HuggingFace pele, e khutlela ho MADLAD-400 |
"huggingface" |
Force HuggingFace/MarianMT (e potlakileng ka ho fetisisa, lipuo tse fetang 50) |
"madlad" |
Force MADLAD-400 (400+ lipuo) |
Ho sebetsana le liphoso
Li-API li sebelisa li-standard HTTP status codes ho bonts'a katleho kapa ho hloleha.
| Kopa | Tlhaloso |
|---|---|
200 |
Bophelo bo botle |
400 |
Lipotso tse mpe - Liparameter tse sa nepahalang |
401 |
Ha e amoheloe - konopo ea API e fosahetse kapa e sa nepahale |
402 |
Theko e hlokahalang - Likarolo tsa letsatsi le leng le le leng li feta |
429 |
Lipotso tse ngata haholo - ho feta tekanyetso ea lebelo |
503 |
Service Not Available - Translation engine temporarily down |
Bophara ba karabo ea bothata
{
"error": "daily_limit_exceeded",
"credits_remaining": 0,
"daily_limit": 100000
}
Liphelelo tsa lebelo
Lipheo li fapana ho latela qeto. Bona litheko bakeng sa lintlha tse felletseng:
| Likarolo | Litšoantšo/khoeli | Theko | |
|---|---|---|---|
| Free | 250,000 | $0 | Ikopanye le rona |
| Motsamaisi | 2,500,000 | $9/mo | Ikopanye |
| Pro | 10,000,000 | $29/mo | Ikopanye |
| Lichelete | 40,000,000 | $79/mo | Ikopanye |
| Litlhaku | 125,000,000 | $199/mo | Ikopanye |
Ha u feta tekanyetso ea hau, u tla fumana 429 Too Many Requests karabo ho fihlela khoeli e tlang kapa u ntlafatsa.
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. This means our API can handle virtually unlimited concurrent requests without degradation — from a single request to thousands per minute.