Ideas for LLM-Based Games

I built a JavaScript library for creating LLM-based game NPCs, here's a video demo: https://github.com/bennyschmidt/ragdoll-studio/tree/master/e...

You drop all their knowledge into a file, like .txt. or .html and it uses RAG to learn everything in the file, so if it's a vendor things like shop inventory, prices, or if it's a storyteller/questgiver you can give it knowledge the player must uncover, etc.

It uses the LLM for natural sounding conversations and instructions ("speak in the style of..." etc.)

Not my idea but here’s an interesting opportunity to iterate on nonetheless.

“event[0]” is a singleplayer sci-fi RPG where you communicate with an AI on a stranded spaceship, essentially a chatbot, to progress the game and learn its story. Your goal is to convince the AI to let you go home. The chatbot detects semantic tags, intents and sentiments from your input, then procedurally generate output in the form of text and game mechanics depending on your request, the context (what part of the game you’re at), and short- or long-term memory.

LLMs weren’t as big of a thing back in 2016 so this game used a rule-based conversation system. Even then, many people praised the AI for how natural and relevant its output felt. There was even an unintentional, secret ending in game due to a bug in how the AI is programmed. I think making a game like this but plug the chat interface into a LLM would create chance for more emergent gameplay and help the game feel more real.

Game: https://store.steampowered.com/app/470260/Event0/

Developer interview: https://www.gamedeveloper.com/design/q-a-ocelot-society-on-b...

Today I saw https://pl.aiwright.dev/ (An AI-powered dialogue generation tool for interactive narratives.) Can be interesting to look into it.

Just a free wip wrapper but kinda interesting. It gives you RPG class skills in a visual format so you can get ideas for RPG talent trees. https://www.rpgskilltreegenerator.com/

I don't know what it would look like, but I'm excited at the prospect of grand strategy games like Paradox's CK2, EU4, etc with LLMs. They already heavily use random events so it'd be cool to make those more dynamic, multiple stages etc.

Not mine, but have you seen https://gandalf.lakera.ai/?

Convince the LLM to output a certain phrase without using the phrase explicitly. Kind of like taboo

some detective game where I interrogate suspects.

Yeah, shame it doesn't work for sex topics