A package to handle ML model inference tasks.
Project description
Inference Worker
inference_worker
is a Python package designed to handle machine learning model inference tasks. It provides a straightforward interface for integrating model inference into your applications, making it easier to deploy machine learning models and manage inference requests.
Features
- Easy-to-use API for running inference with machine learning models.
- Supports integration with RabbitMQ for asynchronous message handling.
- Simplifies HTTP requests for data retrieval.
Installation
You can install the package using pip:
pip install inference_worker
Usage
Here’s a quick example of how to use the inference_worker package:
Dependencies
This package depends on the following Python libraries:
- pika: For RabbitMQ message handling.
- requests: For making HTTP requests.
Contributing
Contributions are welcome! If you'd like to contribute to inference_worker, please follow these steps:
- Fork the repository.
- Create a new branch (git checkout -b feature/YourFeature).
- Make your changes and commit them (git commit -m 'Add some feature').
- Push to the branch (git push origin feature/YourFeature).
- Open a pull request.
License
This project is licensed under the MIT License. See the LICENSE file for details.
Contact
For questions or suggestions, feel free to reach out:
Your Name - your.email@example.com
GitHub: yourusername
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file inference_worker-0.12.0.tar.gz
.
File metadata
- Download URL: inference_worker-0.12.0.tar.gz
- Upload date:
- Size: 10.5 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.12.3
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | 20ee998303014181d511d7818b83d54a5898e546c38802b50d0f61a3124615fa |
|
MD5 | dfde0c4e4d17637542988c218587ce7d |
|
BLAKE2b-256 | c8907b1d4a88146d2dc8b51175284195ea8b733c8ec0d325f1f70e0f545823ac |
File details
Details for the file inference_worker-0.12.0-py3-none-any.whl
.
File metadata
- Download URL: inference_worker-0.12.0-py3-none-any.whl
- Upload date:
- Size: 13.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/5.1.1 CPython/3.12.3
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 | a88384483e73496b0cf3be8a456de05f333441b2093fb217a4c9dd3ffed5889d |
|
MD5 | b97931b8a2bb76b497c9562c46ac43ae |
|
BLAKE2b-256 | 66bcd986f462527981b858ca1cf5ea129ffa7aea5026d6647afb1fc835753125 |