A demonstration of how GPT-3.5/4 can be used as a reasoning engine to perform tasks using the powerful Function Calls feature
The demo uses a dummy email marketing system that can create lists, add contacts to lists and send emails to specific lists. Ask the system to perform a task or set of tasks.
Example Request
Create a new email list called Cold Leads then add the following emails to that list
[email protected], [email protected]
Finally send an email to that list with the subject 'Hello' and body 'Blah blah blah...'
Example Response
I created a new email list called "Cold Leads". Then, I added [email protected] and [email protected] to this list.
Finally, I sent an email to the "Cold Leads" list with the subject 'Hello' and body 'Blah blah blah...'.
Example Terminal Output
Created list Cold Leads
Added [email protected] to Cold Leads
Added [email protected] to Cold Leads
Sent email to Cold Leads with subject Hello and body Blah blah blah...The application depends on several Python libraries, including:
- openai
- langchain
- python-dotenv
- streamlit
Please see the requirements.txt file for the exact versions of these dependencies.
To install the application, first clone this repository:
git clone https://github.com/what-the-func/openai-functions-demoThen, navigate to the project directory and install the dependencies:
cd openai-functions-demo
pip install -r requirements.txtCopy the .env.example file to .env and fill in the required environment variables:
cp .env.example .envFinally, run the application:
streamlit run app.pyThis project is licensed under the terms of the MIT license.