https://github.com/razikus/chatgpt-gaming-framework
https://github.com/razikus/chatgpt-gaming-framework
Last synced: 6 months ago
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- Host: GitHub
- URL: https://github.com/razikus/chatgpt-gaming-framework
- Owner: Razikus
- License: mit
- Created: 2023-04-08T19:48:37.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2023-04-09T20:50:57.000Z (over 2 years ago)
- Last Synced: 2025-02-16T11:29:10.859Z (8 months ago)
- Language: Vue
- Size: 258 KB
- Stars: 6
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# ChatGPT gaming framework
## What's this?
My personal fun research on capabilities of ChatGPT and GPT models for gaming
I strongly believe that we can expect some revolution on Non Playable Characters and overall in gaming industry with these models.
I'm calling it right now ```Neural Generated Stories``` or ```Neural Playable Characters```
## DEMO
https://gptgames.razikus.tech/ - I will keep it until some free credits expires
You can also just run your own instance of this
Fill .env file with
```
APIKEY=xxx
```
from OpenAI API keys page
and execute
```
docker compose up -d
```
Your instance will show up on localhost:80
# Video
[](https://www.youtube.com/watch?v=SR8MkFWrjEo)
# Target 0
Make a little Proof of Concept to use ChatGPT in order to create a "framework" for creating a text based games in different worlds with basic constraints.
With filling up some basic parameters framework should be able to generate a Game which player can play with.
# Architecture
Architecture is very easy - main component is Storyteller which is responsible for starting a story, continuing a conversation and parametrize initial prompt.
Model is responsible for continuing a story based on previous conversation.
Memory is responsible for saving a retrieving conversations.
Currently Storyteller is just a seed for a conversation - it just parametrizes a initial prompt, and game goes unmanaged from that one.
In future versions Storyteller could be more specific - evil / good / random / funny / fluffy.
# Version 0
Version 0 includes
- [x] Working API
- [x] Working library https://pypi.org/project/chatgpt-gaming-framework/
- [x] Working simple GUI
# Main code insights
- Storyteller https://github.com/Razikus/chatgpt-gaming-framework/blob/master/library/chatgpt_gaming_framework/storyteller/storyteller.py
- Async GPT stream model https://github.com/Razikus/chatgpt-gaming-framework/blob/master/library/chatgpt_gaming_framework/models/chatgptmodel.py
- Memory https://github.com/Razikus/chatgpt-gaming-framework/blob/master/library/chatgpt_gaming_framework/memory/redismemory.py
- Example usage https://github.com/Razikus/chatgpt-gaming-framework/blob/master/gamesapi/src/main.py#L110
# Known limitations
- Game will crash in longer run - ChatGPT supports up to X tokens
- Sometimes choosing 1) 2) or 3) doesn't really trigger an action
- Sometimes
# Future
Stage 1 - multiple dimension world.
- [ ] Possibility to introduce NPCs into the game (Leo, bartendeer, very fat and brave). NPCs should have a summary knowledge from other parts of the world.
- [ ] Ability to switch between NPCs during chat (go to tavern talk to Leo)
- [ ] Events based on conditions (Player asked Leo to go with him, does it happen? Yes -> burn tavern)
- [ ] Make summary of conversation during a game because of current ChatGPT constraints (or change model)
- [ ] Introduce new models or replace ChatGPT with something that can be hosted to overcome the limits
- [ ] Move and test with GPT-4
Stage 2 - inventory and skills
- [ ] Possibility to introduce basic inventory to the game and constraints
- [ ] Basic skills - you have to learn swimming in order to swim
Stage 3 - voice
- [ ] Possibility to generate voice to NPCs
- [ ] Possibility to steer the game with the voice
# License
MIT