Delete audio_transcriber.py
Browse files- audio_transcriber.py +0 -54
audio_transcriber.py
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import os
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import requests
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from smolagents import Tool
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class AudioTranscriptionTool(Tool):
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name = "audio_transcriber"
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description = "Transcribe a given audio file in .mp3 or .wav format using Whisper via Hugging Face API."
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inputs = {
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"file_path": {
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"type": "string",
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"description": "Path to the audio file (.mp3 or .wav)"
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}
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}
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output_type = "string"
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def __init__(self):
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super().__init__()
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api_token = os.getenv("HF_API_TOKEN")
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if not api_token:
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raise EnvironmentError("HF_API_TOKEN not found in environment variables.")
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self.api_url = "https://api-inference.huggingface.com/models/openai/whisper-large"
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self.headers = {
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"Authorization": f"Bearer {api_token}"
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}
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def forward(self, file_path: str) -> str:
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if not file_path.lower().endswith((".mp3", ".wav")):
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return "Error: File must be .mp3 or .wav format."
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try:
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with open(file_path, "rb") as audio_file:
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audio_bytes = audio_file.read()
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response = requests.post(
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self.api_url,
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headers=self.headers,
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data=audio_bytes,
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timeout=60
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)
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if response.status_code == 200:
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result = response.json()
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transcription = result.get("text")
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if transcription:
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return transcription.strip()
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else:
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return "Error: No transcription found in API response."
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else:
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return f"Error transcribing audio: {response.status_code} - {response.text}"
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except Exception as e:
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return f"Error transcribing audio: {e}"
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