chatgptmax

chatgptmax

A Python package for sending long input text to OpenAI's GPT models using message chunking.

Read the blog post that inspired this project.

Installation

You can install chatgptmax using pip:

pip install chatgptmax

Usage

Here's are basic usage examples of the chatgptmax module. This assumes you have an OpenAI API key set up as an environment variable, OPENAI_API_KEY.

You can also try out chatgptmax using the Jupyter notebook provided here.

Clean text with preprocessing

Suppose you have a file named sample.txt with the following content:

This is a sample text. It contains some stop words that should be removed. We will use the chatgptmax module to clean and process this text.

You can use the clean.text_from_file method to read and clean the text from this file:

from chatgptmax import clean

# Specify the path to your file
file_path = "sample.txt"

# Clean and process the text from the file
cleaned_text = clean.text_from_file(file_path)

# Print the cleaned text
print(cleaned_text)

This code will read the content of sample.txt, remove common stopwords, and print the cleaned text:

This sample text contains stop words removed. We chatgptmax module clean process text.

Send lots of text to ChatGPT

You can use the send function to send a prompt along with a large amount of text data from a file to ChatGPT:

from chatgptmax import send, read_data

# Define the path to your text file
file_path = "path_to_your_file.txt"

# Read the text data from the file
text_data = read_data(file_path)

# Define your prompt
prompt_text = "Summarize the following text for me:"

# Send the text data to ChatGPT for summarization
responses = send(prompt=prompt_text, text_data=text_data)

# Print ChatGPT's responses
for response in responses:
    print(response)

This code will send the cleaned text as text data to ChatGPT along with the prompt. ChatGPT will provide responses based on your prompt and text data.

Please make sure you have your OpenAI API key properly set up as an environment variable or using a secret management service for this example to work.

For more examples and instructions, read the documentation

Documentation

For more information on how to use chatgptmax, please refer to the official documentation.

Contributing

If you'd like to contribute to this project, please read our Contribution Guide for details on how to get started.

License

This project is licensed under the MIT License - see the LICENSE file for details.