gpt4all-tone 0.22

A comprehensive tool for sentiment analysis and tone review, empowered by GPT4ALL.

GPT4ALL Tone Analyzer

gpt4all-tone is a comprehensive tool for sentiment analysis and tone review, empowered by GPT4ALL. It reads a text input and evaluates the sentiment, returning a numerical value indicating the sentiment of the text.

Installation

1. Clone this repository to your local machine or install via pip:

pip install gpt4all-tone

or

pip3 install gpt4all-tone

2. Ensure you have the gpt4all library installed. It will be installed automatically if you install gpt4all-tone via pip.

Usage

You can use this tool via the command line or import it into your Python project.

Command Line Usage:

gpt4all_tone --model "orca-mini-3b.ggmlv3.q4_0.bin" --char-limit 2000 "Your text here"

Parameters:

• --model: Specifies the model name. Default is orca-mini-3b.ggmlv3.q4_0.bin.
• --char-limit: Specifies the character limit for the prompt. Default is 2000.
• input: Specifies the input text to analyze.

Python Usage:

from gpt4all_tone import ToneAnalyzer

analyzer = ToneAnalyzer("orca-mini-3b.ggmlv3.q4_0.bin", "Your text here")
result = analyzer.run()
print(result)

Output

The script will return a numerical value indicating the sentiment of the text based on the following scale:

• 1: Positive tone
• 0.75: More Positive tone
• 0.5: Neutral tone
• 0.25: More Negative tone
• 0: Negative tone

In case the sentiment analysis encounters an issue or can't determine the sentiment, it will return -1.

Contributing

Feel free to fork this repository, create a feature branch, and send us a pull request.

Contact

• Author: Evgenii Evstafev
• Email: [e-mail]
• GitHub Repository