Auto-Summarization
Every piece of content is automatically summarized by AI. Short items get a one-liner, long documents get multi-paragraph summaries. Summaries are indexed for search and shown in list views for quick scanning.
How it works
When content is added or updated, the summarization pipeline analyzes it and generates a summary proportional to the content length. A tweet-length note might get a single sentence. A 50-page document gets a structured summary with key points. Summaries are stored alongside the original content and indexed for search, so you can find items by their summary even if the original text uses different words.
Knowledge item showing auto-generated summary above full content
Why it matters
Scanning a list of titles is often not enough to find what you need, but reading full content takes too long. Summaries give you the perfect middle ground -- enough context to know whether an item is relevant without opening it. They also improve search quality because the AI captures the core meaning in concise language.
List view of knowledge items with summaries visible beneath titles