SteamPulse is a website that allows users to search for Steam games and view AI powered analysis of the last few hundred reviews for that game. The AI then summarizes the Pros and Cons of that game to make it easier to see if a game is worth buying.
I built SteamPulse because I wanted to build a community in a space that's been important to me all my life, video games. I saw an opportunity to use Steam's Web API along with ChatGPT to get some cool things to happen. Review Sentiment Analysis is the first thing I've done but there's a lot more coming down the pipeline related to
- Roasting user's based on their recently played games
- AI Game recommendations
- Cool analytics and stats on steam games
Please try out what I've built so far and give feedback. It would help a ton!
This is a really cool tool. 2 Questions:
1) Do you cache the results for similar requests? Because feeding all the reviews into the API is for sure not totally cheap, right?
2) In general, how do you reduce the token amount for this? Or don't you reduce at all?
Maybe something you could have a look into is "SPR", it's a technique to do semantic compression. GPT-3 is really good at this and it's a good way to reduce the token amount for gpt-4 models, while still keeping most of the meaning!
@lrueger I use gpt-4-1106-preview which is drastically cheaper in terms of token cost plus I can feed way more text content into the prompt (hence all the reviews)
Yes I cache the data, ai sentiment is stored in a db and new analysis will happen around every hour.
@ronald_barnhart_dev Very cool, I expected it to be more costly.
By the way I love the idea of roasting people based on their games, maybe you could include their reviews too for that (in case they have any).
A few days/weeks back someone launched a website that roasted one's website, this was fun and gained a lot of traction.
By the way, we launched a Developer tool (Corbado) today for easy authentication. Maybe that's something for your service too? :)
FormBee
Tigbar
FormBee
Corbado
FormBee
Corbado
Crustdata
FormBee