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Summarizing and improving voice dictation input using GPT-3

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Helpmespeak

Help me speak uses Python functions for summarizing and improving voice dictation input.

Get started with OpenAI gpt-3

OpenAI is an amazing tool with a lot of features and abilities available to a developer. Follow the official documentation and play with it.

Here is an example of OpenAI gpt3

prompt

Jupiter is the fifth planet from the Sun and the largest in the Solar System. It is a gas giant with a mass one-thousandth that of the Sun, but two-and-a-half times that of all the other planets in the Solar System combined. Jupiter is one of the brightest objects visible to the naked eye in the night sky, and has been known to ancient civilizations since before recorded history. It is named after the Roman god Jupiter.[19] When viewed from Earth, Jupiter can be bright enough for its reflected light to cast visible shadows,[20] and is on average the third-brightest natural object in the night sky after the Moon and Venus. Jupiter is primarily composed of hydrogen with a quarter of its mass being helium, though helium comprises only about a tenth of the number of molecules. It may also have a rocky core of heavier elements,[21] but like the other giant planets, Jupiter lacks a well-defined solid surface. Because of its rapid rotation, the planet's shape is that of an oblate spheroid (it has a slight but noticeable bulge around the equator). tl;dr:

Response from the API: -

Jupiter is the largest planet in the solar system. It is a gas giant, and is the fifth planet from the sun.

See a few more examples for OpenAI gpt3.

Installation

1. Clone the repository from GitHub

Choose your preferred way to clone, either:

git clone https://github.com/margaritahumanitarian/helpmespeak.git

or

git clone git@github.com:margaritahumanitarian/helpmespeak.git

Go to the cloned directory:

cd helpmespeak/

2. Install OpenAI Python library

To install the official Python bindings, run the following command:

pip install openai

3. Setup .env file

To setup the env file, follow these steps:-

  1. Create a .env file in the root directory of the project
  2. Paste the content of the .env.example in the newly created .env file.
  3. Replace YOUR_API_KEY with your openAI API

Note: You can get your API Key from https://beta.openai.com/account/api-keys

Usage

Go to the cloned directory:

cd helpmespeak/

Run the summarizer.py file, with the following command:

python summarizer.py

Output:

Enter a sentence or paragraph in the input field. Executing the script successfully will create an output file summary.txt in the root directory of the project.