nanobot/nanobot/providers/transcription.py

66 lines
2.0 KiB
Python

"""Voice transcription provider using Groq."""
import os
from pathlib import Path
from typing import Any
import httpx
from loguru import logger
class GroqTranscriptionProvider:
"""
Voice transcription provider using Groq's Whisper API.
Groq offers extremely fast transcription with a generous free tier.
"""
def __init__(self, api_key: str | None = None):
self.api_key = api_key or os.environ.get("GROQ_API_KEY")
self.api_url = "https://api.groq.com/openai/v1/audio/transcriptions"
async def transcribe(self, file_path: str | Path) -> str:
"""
Transcribe an audio file using Groq.
Args:
file_path: Path to the audio file.
Returns:
Transcribed text.
"""
if not self.api_key:
logger.warning("Groq API key not configured for transcription")
return ""
path = Path(file_path)
if not path.exists():
logger.error(f"Audio file not found: {file_path}")
return ""
try:
async with httpx.AsyncClient() as client:
with open(path, "rb") as f:
files = {
"file": (path.name, f),
"model": (None, "whisper-large-v3"),
}
headers = {
"Authorization": f"Bearer {self.api_key}",
}
response = await client.post(
self.api_url,
headers=headers,
files=files,
timeout=60.0
)
response.raise_for_status()
data = response.json()
return data.get("text", "")
except Exception as e:
logger.error(f"Groq transcription error: {e}")
return ""