Here is a screenshot of a live demo using The Big Bang Theory example.
From the conversation, we can observe three interesting points t...
by litanlitudan
SkyAGI: Emerging human-behavior simulation capability in LLM
# Add to your Claude Code skills
git clone https://github.com/litanlitudan/skyagihttps://github.com/litanlitudan/skyagi/assets/4970420/a584b364-e659-476d-a884-932b3c04df61
<p align="center"> <a href="https://pypi.org/project/skyagi/"> <img alt="PyPI" src="https://img.shields.io/pypi/v/skyagi?color=gree"> </a> </p>SkyAGI is a python package that demonstrates LLM's emerging capability in simulating believable human behaviors.
Specifically, SkyAGI implements the idea of Generative Agents and delivers a role-playing game that creates a very interesting user experience.
Different from previous AI based NPC systems, SkyAGI's NPC generates very believable human responses.
The interesting observations in this demo show a huge potential for rethinking game development in many aspects, such as NPC script writing.
To demonstrate this, SkyAGI provides example characters from The Big Bang Theory and The Avengers as a starting point.
Users could also define customized characters by creating config json files like customized_character.json
For details about the interesting observations, refer to the observations section.
Installation
pip install --upgrade skyagi
Or
make install
How to run
export OPENAI_API_KEY="..."
skyagi
# or
OPENAI_API_KEY="..." skyagi
For example if the OpenAI key is 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, then the exact command would be the following
# make sure no quote around the token
export OPENAI_API_KEY=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
skyagi
# or
OPENAI_API_KEY=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 skyagi
To use example agent configs, download it from here: https://github.com/litanlitudan/skyagi/tree/main/examples (pip install doesn't contain the agent configuration)
An example agent configuration (Sheldon) looks something like this:
{
"name": "Sheldon",
"age": 27,
"personality": "Intelligent, rigid, socially challenged, quirky, and arrogant.",
"memories": [
"Sheldon is a theoretical physicist who works at Caltech.",
"Sheldon has an eidetic memory and is highly intelligent, but struggles with social skills and sarcasm.",
...
"Knock, knock, knock, Penny - This is the specific knock that Sheldon uses when he visits Penny's apartment, which he repeats three times.",
"Bazinga! - This is Sheldon's catchphrase that he uses to indicate he was joking or playing a prank on someone."
],
"current_status": "Sheldon is at the Cheesecake Factory"
}
Here is a screenshot of a live demo using The Big Bang Theory example.
From the conversation, we can observe three interesting points t...