A library to add voice and image input support to large language models (LLMs).
Project description
Sonus-AV
Description
Sonus-AV is a Python library designed to enhance Large Language Models (LLMs) by adding support for voice and image inputs. This library simplifies the process of converting speech to text and analyzing images before feeding the information to LLMs.
Features
- Audio Processing: Convert audio input to text using
AudioProcessor, which supports multiple languages and can handle real-time translation. - Image Processing: Use
ImageProcessorto extract text from images or generate descriptions of images using advanced machine learning models.
Installation
Install the library using pip:
pip install sonus-av
Usage
Audio Processing
Here is how you can use the AudioProcessor to convert speech to text:
from sonus_av import AudioProcessor
# Initialize the processor with your OpenAI API key
audio_processor = AudioProcessor(openai_api_key='your-openai-api-key')
# Capture and translate audio to text
translated_text = audio_processor.capture_and_translate('path_to_your_audio_file.wav')
print(translated_text)
Image Processing
Here is how you can use the ImageProcessor to get a description of an image:
from sonus_av import ImageProcessor
# Initialize the processor with your OpenAI API key
image_processor = ImageProcessor(openai_api_key='your-openai-api-key')
# Get an image description
image_description = image_processor.describe_image('url_to_your_image')
print(image_description)
Contributions
Contributions are welcome! Please fork the repository and open a pull request with your improvements.
License
This project is licensed under the MIT License - see the LICENSE.md file for details.
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