汉语

Currently, the best serverless implementation of DeepLX, optimized for Cloudflare Workers. Through intelligent proxy endpoint rotation, advanced rate limiting algorithms, and circuit breaker mechanisms, it almost completely avoids HTTP 429 errors, providing higher request rate limits and lower network round-trip times than the DeepL API.

Unlike the paid DeepL API, DeepLX is completely free to use - no API keys, no subscription fees, no usage limits. Simply deploy once and enjoy unlimited translation requests without any cost concerns.

DeepLX has significant improvements in performance and stability compared to the DeepL API. Here are key metric comparisons based on specific network environments:

• Higher Rate Limits: Intelligent load balancing supports higher concurrent requests than DeepL API
• Lower Latency: Global edge network deployment based on Cloudflare Workers
• Zero Cold Start: Serverless architecture with instant response
• Intelligent Caching: Dual-layer caching system (memory + KV storage) reduces duplicate requests

• Intelligent Load Balancing: Multiple proxy endpoints automatically distribute requests
• Dynamic Rate Limiting Algorithm: Automatically adjusts rate limits based on proxy count
• Dual-layer Caching System: Memory cache + KV storage reduces duplicate requests
• Circuit Breaker Mechanism: Automatic failover for failed endpoints ensures service continuity
• Edge Computing: Global deployment on Cloudflare Workers reduces latency

• Avoid HTTP 429 Errors: Almost completely avoids rate limiting through proxy endpoint rotation and token bucket algorithm
• Circuit Breaker Mechanism: Automatically detects failed endpoints and performs failover
• Exponential Backoff Retry: Intelligent retry mechanism improves success rate

• Input Validation: Comprehensive parameter validation and text sanitization
• Rate Limiting: Multi-dimensional rate limiting based on client IP and proxy endpoints
• CORS Support: Flexible cross-origin resource sharing configuration
• Security Headers: Automatically adds security-related HTTP headers
• Error Sanitization: Sensitive information is never exposed

graph TB
    %% Client Layer
    subgraph "Client Layer"
        APIClient[API Client]
    end

    %% Cloudflare Workers Layer
    subgraph "Cloudflare Workers"
        direction TB
        Router[Hono Router]
        
        subgraph "API Endpoints"
            Translate[POST /translate]
            Debug[POST /debug]
        end
        
        subgraph "Core Components"
            Security[Security Middleware]
            RateLimit[Rate Limiting System]
            Cache[Dual-layer Cache]
            Query[Translation Engine]
            Proxy[Proxy Management]
        end
    end

    %% Storage Layer
    subgraph "Cloudflare Storage"
        CacheKV[(Cache KV)]
        RateLimitKV[(Rate Limit KV)]
        Analytics[(Analytics Engine)]
    end

    %% External Services
    subgraph "Translation Service"
        XDPL[XDPL Proxy Cluster<br/>Vercel Deployment]
    end

    %% Connections
    APIClient --> Router
    Router --> Translate
    Router --> Debug
    
    Translate --> Security
    Security --> RateLimit
    RateLimit --> Cache
    Cache --> Query
    Query --> Proxy
    
    Cache -.-> CacheKV
    RateLimit -.-> RateLimitKV
    Query -.-> Analytics
    
    Proxy --> XDPL

    %% Styles
    classDef clientClass fill:#e3f2fd,stroke:#1976d2
    classDef workerClass fill:#f3e5f5,stroke:#7b1fa2
    classDef coreClass fill:#e8f5e8,stroke:#388e3c
    classDef storageClass fill:#fff3e0,stroke:#f57c00
    classDef externalClass fill:#ffebee,stroke:#d32f2f

    class APIClient clientClass
    class Router,Translate,Debug workerClass
    class Security,RateLimit,Cache,Query,Proxy coreClass
    class CacheKV,RateLimitKV,Analytics storageClass
    class XDPL externalClass

Pre-deployed Instance: https://dplx.xi-xu.me

curl -X POST https://dplx.xi-xu.me/translate \
  -H "Content-Type: application/json" \
  -d '{
    "text": "Hello, world!",
    "source_lang": "EN",
    "target_lang": "ZH"
  }'

async function translate(text, sourceLang = 'auto', targetLang = 'zh') {
  const response = await fetch('https://dplx.xi-xu.me/translate', {
    method: 'POST',
    headers: {
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({
      text: text,
      source_lang: sourceLang,
      target_lang: targetLang
    })
  });
  
  const result = await response.json();
  return result.data;
}

// Usage example
translate('Hello, world!', 'en', 'zh')
  .then(result => console.log(result))
  .catch(error => console.error(error));

import requests
import json

def translate(text, source_lang='auto', target_lang='zh'):
    url = 'https://dplx.xi-xu.me/translate'
    data = {
        'text': text,
        'source_lang': source_lang,
        'target_lang': target_lang
    }
    
    response = requests.post(url, json=data)
    result = response.json()
    
    if result['code'] == 200:
        return result['data']
    else:
        raise Exception(f"Translation failed: {result.get('message', 'Unknown error')}")

# Usage example
try:
    result = translate('Hello, world!', 'en', 'zh')
    print(result)
except Exception as e:
    print(f"Error: {e}")

Configure API clients to use the pre-deployed instance:

A modern, free web-based translation app powered by the DeepLX API. Features include:

• Multi-language auto-detection support
• Real-time translation as you type
• Translation history and language switching
• Responsive design for all devices
• RTL language support

Live Demo: https://deeplx.xi-xu.me

1. Download and install Pot for your platform
2. Open Pot settings and navigate to Service Settings
3. Configure the DeepL service type as DeepLX and set the custom URL to https://dplx.xi-xu.me/translate

1. Download and install Zotero for your platform
2. Download and install the Translate for Zotero plugin
3. Open Zotero settings and navigate to the Services section under Translation
4. Configure the translation service as DeepLX (API) and set the endpoint to https://dplx.xi-xu.me/translate after clicking the config button

Refer to Advanced Options and Translate with different services.

1. Install Immersive Translate
2. Go to developer settings and enable beta testing features
3. Go to translation services and add a custom translation service DeepLX, configure the API URL to https://dplx.xi-xu.me/translate
4. Configure the maximum requests per second and maximum text length per request to appropriate values (e.g., 80 and 5000) to ensure stability and performance

1. Download and install Bob from the Mac App Store
2. Download and install the bob-plugin-deeplx plugin
3. Configure the plugin to use https://dplx.xi-xu.me/translate

• Node.js 18+
• Cloudflare Workers account
• Wrangler CLI

git clone https://github.com/xixu-me/DeepLX.git
cd DeepLX

npm install

Edit the wrangler.jsonc file and update the following configuration:

{
  "account_id": "YOUR_CLOUDFLARE_ACCOUNT_ID",
  "name": "YOUR_WORKER_NAME",
  "vars": {
    "DEBUG_MODE": "false",
    "PROXY_URLS": "your_proxy_endpoint_list,comma_separated"
  }
}

# Create cache KV namespace
npx wrangler kv namespace create "CACHE_KV"

# Create rate limit KV namespace  
npx wrangler kv namespace create "RATE_LIMIT_KV"

Update the returned namespace IDs to the kv_namespaces configuration in wrangler.jsonc.

# Development environment
npx wrangler dev

# Production deployment
npx wrangler deploy

For optimal performance and stability, it's recommended to deploy as many XDPL proxy endpoints as possible:

1. Deploy multiple XDPL instances
2. Add the deployed URLs to DeepLX's PROXY_URLS environment variable:

{
  "vars": {
    "PROXY_URLS": "https://your-xdpl-1.vercel.app/jsonrpc,https://your-xdpl-2.vercel.app/jsonrpc,https://your-xdpl-3.vercel.app/jsonrpc,https://your-xdpl-n.vercel.app/jsonrpc"
  }
}

Request Method: POST

Request Headers: Content-Type: application/json

Request Parameters:

Response:

{
  "code": 200,
  "data": "Translation result",
  "id": "Random identifier",
  "source_lang": "Detected source language code",
  "target_lang": "Target language code"
}

Supported Language Codes:

• AUTO - Auto-detect (source language only)
• AR - Arabic
• BG - Bulgarian
• CS - Czech
• DA - Danish
• DE - German
• EL - Greek
• EN - English
• ES - Spanish
• ET - Estonian
• FI - Finnish
• FR - French
• HE - Hebrew
• HU - Hungarian
• ID - Indonesian
• IT - Italian
• JA - Japanese
• KO - Korean
• LT - Lithuanian
• LV - Latvian
• NB - Norwegian Bokmål
• NL - Dutch
• PL - Polish
• PT - Portuguese
• RO - Romanian
• RU - Russian
• SK - Slovak
• SL - Slovenian
• SV - Swedish
• TH - Thai
• TR - Turkish
• UK - Ukrainian
• VI - Vietnamese
• ZH - Chinese

For the latest language support list, please refer to Languages supported - DeepL Documentation.

Request Method: POST

Used to verify request format and troubleshoot issues.

Can be adjusted in src/lib/config.ts:

// Request timeout
export const REQUEST_TIMEOUT = 10000; // 10 seconds

// Retry configuration
export const DEFAULT_RETRY_CONFIG = {
  maxRetries: 3,              // Maximum retry attempts
  initialDelay: 1000,         // Initial delay
  backoffFactor: 2,          // Backoff factor
};

// Rate limit configuration
export const RATE_LIMIT_CONFIG = {
  PROXY_TOKENS_PER_SECOND: 8,    // Tokens per proxy per second
  PROXY_MAX_TOKENS: 16,          // Maximum tokens per proxy
  BASE_TOKENS_PER_MINUTE: 480,   // Base tokens per minute
};

// Payload limits
export const PAYLOAD_LIMITS = {
  MAX_TEXT_LENGTH: 5000,         // Maximum text length
  MAX_REQUEST_SIZE: 32768,       // Maximum request size
};

# Run all tests
npm test

# Run unit tests
npm run test:unit

# Run integration tests
npm run test:integration

# Run performance tests
npm run test:performance

# Generate coverage report
npm run test:coverage

• Check if proxy endpoint configuration is correct
• Increase the number of proxy endpoints
• Adjust rate limiting configuration

• Confirm source language detection is correct
• Check if text encoding is correct
• Verify language code format

• Check Cloudflare account configuration
• Verify KV namespaces are created
• Confirm wrangler.jsonc configuration is correct

Enable debug mode for detailed information:

{
  "vars": {
    "DEBUG_MODE": "true"
  }
}

Then use the debug endpoint:

curl -X POST https://your-domain.workers.dev/debug \
  -H "Content-Type: application/json" \
  -d '{"text": "test", "source_lang": "EN", "target_lang": "ZH"}'

• OwO-Network/DeepLX - Original implementation based on Go programming language
• Cloudflare Workers - Hosting platform
• Hono - Fast web framework
• XDPL - Proxy endpoint solution

We welcome all forms of contributions! Please check the Contributing Guide to learn how to participate in repository development.

1. Report Issues: Use issue templates to report bugs or request features
2. Submit Code: Fork the repository, create feature branches, submit pull requests
3. Improve Documentation: Fix errors, add examples, improve descriptions
4. Test Feedback: Test in different environments and provide feedback

• Author: Xi Xu
• Email: Contact Email
• Sponsor: Sponsor Link

This repository is for learning and research purposes only. When using this repository, please comply with the following terms:

1. Compliant Use: Users are responsible for ensuring that use of this repository complies with local laws and regulations and relevant terms of service
2. Commercial Use: Before commercial use, please confirm compliance with DeepL's terms of service and usage policies
3. Service Stability: This repository relies on third-party services and does not guarantee 100% service availability
4. Data Privacy: Translation content is processed through third-party services, please do not translate sensitive or confidential information

• The author is not responsible for any direct or indirect losses caused by using this repository
• Users should bear the risks of use, including but not limited to service interruption, data loss, etc.
• This repository provides no warranty of any kind, including merchantability, fitness for a particular purpose, etc.

By using this repository, you agree to:

• Not use this repository for any illegal or harmful purposes
• Not abuse the service or conduct malicious attacks
• Follow reasonable use principles and avoid excessive load on the service

Please use this repository only after fully understanding and agreeing to the above terms.

This repository is licensed under the MIT License - see the LICENSE file for details.