Hi friends! To do my small part for the TTRPG fediverse, I resurrected an old RPG blog rss aggregator I ran about 10 years ago and refreshed it with some GPT-based summarization. You can find it right here:
It updates every morning from the following feed lists.
https://slyflourish.com/sly_flourish_rpg_blogroll.html
If there are any great TTRPG blogs I’m missing, please let me know!
Oh this is great :)!
Nice work, always handy to have another resource…and a good use of AI Chat doing the summaries.
Thank you
I like it, and it will become news spot for me.
Very cool! But I think the current summarization is a bit hit or miss. Would you be interested in community help (volunteer basis) refining the prompts for summarization? GPT-4 also is rolling out to paid users, I’m making a hunch here but it looks like it’s using GPT-3.5-turbo instead of GPT-4, we might be able to get more interesting summarizations using the newer model. But either way it seems like the prompts for summarizing could be tweaked a bit to more than just summarize the contents of hte article, but summarize the contents and extract what is interesting for the reader for the ttrpg DMing community. Just my 2c. Awesome work, hugely appreciate (another) Lazy DM resource, Mike!
Sure, lets give it a try. I am indeed using 3.5 turbo. 4 is a bit more expensive (like 10x)
Yeah, GPT-4 is way more costly. It’s rolled out to the paid tier of users AFAIK, though, so in your script it’s as easy as subbing out “3.5-turbo” with “4” – it may be worth just doing some trial runs and seeing if it’s markedly improved. I expect though there’s some room for tweaks with the 3.5-turbo model, though.
Temperature is something you can play with to get more predictable or more creative results; and is set between 0 and 1 with .1/.2 being more useful for every wrote data entry stuff and .7-.9 being more creative. That’s something to play with (I’d probably start around .6 or .7). But tweaking the prompt itself and the “role:” instructions will almost certainly return the most immediate benefits.
I’m assuming your code looks something like:
response = openai.ChatCompletion.create( model="gpt-3.5-turbo", temperature=0.2, messages=[ { "role": "user", "content": f"Please summarize this blog post in 3-5 bullet points: {blog}" }
You can add a “role”: “system” instruction to make clear that, e.g., the model is supposed to assume that they are summarizing this work for a dm/ttrpg audience, and reiterate that in your user content message as well:
response = openai.ChatCompletion.create( model="gpt-3.5-turbo-16k", temperature=0.6, messages=[ { "role": "system", "content": "You are an assistant for a TTRPG blog designed to help gamemasters and dungeonmasters. You have been tasked with reading blog posts from other game masters and identifying the creative and interesting takeaways and summarizing them for a DM/GM audience. The factual summarizing of the structure of the blog is less important than the relevant actionable advice for running interesting and engaging TTRPG sessions" }, { "role": "user", "content": f"Please summarize this ttrpg blog post in 3-5 bullet points for an audience of gamemasters and ttrpg enthusiasts, identifying the most interesting, actionable and creative take-aways: {blog}" }
Go crazy with those instructions, though. That’s the real secret to getting good results from GPT chat/completion models. I also swapped out the vanilla 3.5-turbo model with the only barely more expensive ‘turbo-16k’ model, which has a higher token limit, and bumped the temperature up a bit.
Great stuff! I’ll experiment with it and see how I can get better results. I’ve already been using the turbo-16k so I can feed large blog articles back to it. I also need to find a way to limit the total tokens coming out to ensure the summaries don’t get to long sometimes.
Nice, I like it! Subscribed to RSS
Btw, why not create a bot account that would post these here/separate community?
That’s a great idea. I’ll have to check and see if Mike is willing for that to be a thing! We can have a community that the bot posts to and people can follow it to join the discussion on each post for each blog!
You bet! I just wrote a mastodon bot that posts new posts from here.
oh, awesome! I’ll set up a community specifically to put it into so that people can subscribe to it if they want to opt in.
Created right here: https://ttrpg.network/c/daily_rpg_blog