Steam Reviews AI: Summarize Steam Game Reviews with AI
What is Steam Reviews AI?
Steam Reviews AI is a web app that uses AI to analyze and summarize Steam game reviews.
It helps you quickly understand what a game is about and what the Steam community really thinks—especially the most common positive and negative opinions.
Try it here:
https://steam-review.streamlit.app/
If you just want a summary example:
###Code
How it Works
- Game Search:
- Fetches the current list of all games from the Steam API.
- Searches by title using fuzzy matching for similarity.
- Shows up to 30 likely games, with review stats and icons.
- Game Analysis:
- Select a game to see its banner and stats.
- Click “analysis” to fetch the top 20 English reviews (ranked by Steam).
- Reviews are summarized by an AI agent (Mistral API).
- If a recent summary exists in the Neon database (less than 30 days old, with at least 90% of current reviews), it is reused for speed.
- Summary Output:
- The AI summarizes the reviews, infers a description, gives a score (0–10), and lists positive/negative factors.
- Results are shown as images and markdown for easy reading.
- Users can report issues to help improve future summaries.