classy-ai 0.0.7

A python module that utilizes AI to classify natural language into categories for processing with other models.

Classy

How to use

Install:

pip install Classy-AI

Setup:

import Classy
Classy.download()

Downloads "data.pth" to your working directory. Also downloads the NLTK "punkt" tokenizer

Usage (Pre built with OpenAI and other tools):

import Classy
Classy.init('/path/to/data.pth','OpenAI api key')
primary, secondary, stemmed, organized = Classy.question("hello, how are you?")

Usage (Just the classifier)

import Classy
Classy.init('/path/to/data.pth','Nothing here')
intent, certainty = Classy.classify("hello, how are you?")

I need more training data

Open a pull request if you have some and put it in unorganized data. I will format it. If you have organized data, put it directly in the intents.json file.

An easy way to contribute is by scrolling through your ChatGPT conversations/Google searches/DALL-E inputs and pasting some of your own data into the unformatted data file.

Deployed here:

http://chat.mrpi314.com

Website only works if one person is using it

Charges $0.04 for every image you generate with your api key. Text generation is $0.15 for 1M input tokens (almost nothing).

I can add a custom password for you on the website if you add training data. Message me at [e-mail]. Put in the description of the pull request that you want a custom password for your Openai key.

Thanks

Thanks to Patrick Loeber for teaching me PyTorch