Experiments with creating various corporate "role playing" scenarios and then let GPT play them out. Currently, this has been quite useful for doing initial research into a topic and getting various perspectives on how to approach a problem.
Discord is used as a frontend, where a discord bot creates the role playing scenarios. Each new role playing scenario is played out in a new thread and a summary is posted back to the main channel.
Currently available role playing scenarios are:
- Research topic: Write a prompt about a topic you want researched and then GPT will create a series of questions regarding the topic. These questions will then in turn be asked GPT.
- Council: Write a prompt about the topic you want discussed and optionally provide some discord message ids that will be used a background context and specify the number of discussion rounds. The council members specified in the code will then convene on the topic.
- Consult with your COO Gwynne Shotwell.
In order to run the code you need to go through the following steps:
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Create a discord server, create a discord bot and create a webhook. Notice that you will need to give the discord bot either admin privileges or another privilege that allows it to read messages.
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Then create a .env file in the root of the project and add the following (where the GENERAL_CHANNEL_ID is the channel_id of the channel you want the bot to listen to. Which should be the same channel as the webhook is created for):
OPENAI_API_KEY=<OPENAI_API_KEY>
DISCORD_BOT_TOKEN=<DISCORD_BOT_TOKEN>
DISCORD_GENERAL_WEBHOOK=<DISCORD_GENERAL_WEBHOOK>
GENERAL_CHANNEL_ID=<GENERAL_CHANNEL_ID> -
Last but not least, you need to install the requirements by running the following command:
pip install -r requirements.txt
The quality of the dialogues does improve quite a bit by using gpt-4 instead of gpt-3.5-turbo.
All relevant code is more or less in the files discord.py and tasks.py. Characters.py just contains some prompts for impersonating different characters.
Below is an example of an initial research prompt that an "investigator" GPT uses to create 4 questions and then ask them to a "researcher" GPT.
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