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```python # AI Dev Tool: LLM Streaming Transcription Service # =============================================== # This is a production-ready developer code asset for creating a high-performance # Large Language Model (LLM) streaming transcription service using Janas and OpenAI. import os import json from typing import Dict, List from fastapi import FastAPI, UploadFile, File from fastapi.responses import JSONResponse from pydantic import BaseModel from janas import Janas from openai import OpenAI # Define the transcription request model class TranscriptionRequest(BaseModel): """Transcription request model""" audio_file: UploadFile language: str model: str # Define the transcription response model class TranscriptionResponse(BaseModel): """Transcription response model""" transcription: str language: str model: str # Initialize the FastAPI app app = FastAPI() # Initialize the Janas and OpenAI clients janas_client = Janas() openai_client = OpenAI() # Define the transcription endpoint @app.post("/transcribe", response_model=TranscriptionResponse) async def transcribe(request: TranscriptionRequest): """ Transcribe an audio file using the specified language
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