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Yeah even gpt4o couldn't keep track of encounters, run battles etc. in my case...
I think if you wanted to do it mechanically consistently you'd probably need to integrate it into a vtt where you give it context and potentially fine-tune it to give quest related summaries & gming rather than just "stuff"
I don’t know how tech savvy you are, but I’m assuming since your on lemmy it’s pretty good :)
The way we’ve solved this sort of problem in the office is by using the LLM’s JSON response, and a prompt that essentially keeps a set of JSON objects alongside the actual chat response.
In the DND example, this would be a set character sheets that get returned every response but only changed when the narrative changes them. More expensive, and needing a larger context window, but reasonably effective.
VTT integration would be one hell of a job to do.