NLPify
#Ignore it for now NLP generated this
NLPify is a natural language processing (NLP) tool that allows you to generate code based on natural language input. It is built using the Transformers library from Hugging Face, and provides a web-based user interface and API for easy access and integration.
Features
- Generate code from natural language input using the power of the Transformers library
- User-friendly web-based interface for easy interaction
- RESTful API for seamless integration with your own applications
- Secure and efficient code execution using Python's built-in
exec()function
Installation
To install and run NLPify locally, follow these steps:
- Clone the repository: git clone https://github.com/your-username/NLPify.git
- Install the required Python packages: pip install -r requirements.txt
- Start the server: python app.py
The server should now be running at http://localhost:5000.
Usage
To use NLPify, simply enter a natural language request for code into the web-based interface or make a request to the API endpoint. NLPify will generate the corresponding code and execute it using Python's built-in exec() function.
For example, you could enter the following request into the web-based interface:
Security NLPify takes security very seriously, and includes several measures to prevent malicious code from being executed. Specifically, NLPify uses:
Input validation to ensure that only valid natural language input is processed Restricted file system access to prevent modification of system files Credits NLPify is built using the following open-source tools and libraries:
Transformers library from Hugging Face: https://github.com/huggingface/transformers Flask web framework: https://flask.palletsprojects.com/
Contributing Contributions to NLPify are always welcome! To contribute, simply fork the repository, make your changes, and submit a pull request.
License NLPify is released under the MIT License. See LICENSE for more information.