92e4d992b2
Features: - JWT authentication with user registration and login - Video upload to Amazon S3 with file validation (200MB limit) - Audio transcription using OpenAI Whisper API - Text translation using GPT-4 API - Voice cloning and audio synthesis using ElevenLabs API - Video processing with ffmpeg for audio replacement - Complete SQLite database with proper models and migrations - Background task processing for long-running operations - Health endpoint and comprehensive API documentation Tech stack: - FastAPI with SQLAlchemy ORM - SQLite database with Alembic migrations - Amazon S3 for file storage - OpenAI APIs for transcription and translation - ElevenLabs API for voice cloning - ffmpeg for video processing - JWT authentication with bcrypt password hashing
69 lines
2.2 KiB
Python
69 lines
2.2 KiB
Python
import os
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import openai
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from typing import Optional
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import logging
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logger = logging.getLogger(__name__)
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OPENAI_API_KEY = os.getenv("OPENAI_API_KEY")
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if not OPENAI_API_KEY:
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logger.warning("OpenAI API key not configured")
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openai.api_key = OPENAI_API_KEY
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async def translate_text(text: str, target_language: str, source_language: str = "auto") -> Optional[str]:
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if not OPENAI_API_KEY:
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logger.error("OpenAI API key not configured")
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return None
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try:
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# Language mapping for better prompts
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language_names = {
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"en": "English",
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"es": "Spanish",
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"fr": "French",
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"de": "German",
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"it": "Italian",
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"pt": "Portuguese",
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"ru": "Russian",
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"ja": "Japanese",
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"ko": "Korean",
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"zh": "Chinese",
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"ar": "Arabic",
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"hi": "Hindi"
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}
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target_lang_name = language_names.get(target_language, target_language)
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source_lang_name = language_names.get(source_language, source_language)
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# Create translation prompt
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if source_language == "auto":
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prompt = f"Translate the following text to {target_lang_name}. Maintain the original tone and meaning:\n\n{text}"
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else:
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prompt = f"Translate the following text from {source_lang_name} to {target_lang_name}. Maintain the original tone and meaning:\n\n{text}"
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# Use GPT-4 for translation
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response = openai.ChatCompletion.create(
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model="gpt-4",
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messages=[
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{
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"role": "system",
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"content": "You are a professional translator. Provide accurate translations while maintaining the original tone and context. Return only the translated text without any additional commentary."
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},
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{
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"role": "user",
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"content": prompt
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}
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],
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max_tokens=2000,
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temperature=0.3
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)
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translated_text = response.choices[0].message.content.strip()
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return translated_text
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except Exception as e:
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logger.error(f"Error translating text: {e}")
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return None |