api/tests/integration_tests/model_runtime/localai/test_speech2text.py

import os

import pytest

from core.model_runtime.errors.validate import CredentialsValidateFailedError
from core.model_runtime.model_providers.localai.speech2text.speech2text import LocalAISpeech2text


def test_validate_credentials():
    model = LocalAISpeech2text()

    with pytest.raises(CredentialsValidateFailedError):
        model.validate_credentials(model="whisper-1", credentials={"server_url": "invalid_url"})

    model.validate_credentials(model="whisper-1", credentials={"server_url": os.environ.get("LOCALAI_SERVER_URL")})


def test_invoke_model():
    model = LocalAISpeech2text()

    # Get the directory of the current file
    current_dir = os.path.dirname(os.path.abspath(__file__))

    # Get assets directory
    assets_dir = os.path.join(os.path.dirname(current_dir), "assets")

    # Construct the path to the audio file
    audio_file_path = os.path.join(assets_dir, "audio.mp3")

    # Open the file and get the file object
    with open(audio_file_path, "rb") as audio_file:
        file = audio_file

        result = model.invoke(
            model="whisper-1",
            credentials={"server_url": os.environ.get("LOCALAI_SERVER_URL")},
            file=file,
            user="abc-123",
        )

        assert isinstance(result, str)
        assert result == "1, 2, 3, 4, 5, 6, 7, 8, 9, 10"