UniSave combines three search strategies to help you find bookmarks quickly:

Full-Text Search

Matches exact words and phrases across all bookmark fields using PostgreSQL FTS.

Fuzzy Matching

Finds results even with typos or partial words using trigram similarity.

Semantic Search

Understands meaning, not just keywords. Search “cooking tips” to find recipe bookmarks even if “cooking” isn’t in the title.

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What’s Searchable

Search queries match against:
  • Bookmark title
  • URL and domain
  • AI-generated summary
  • AI-generated tags
  • Page description
Tap the search icon on the Home screen. Results appear as you type with real-time filtering.

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Tips for Better Results

  • Use natural language: “articles about machine learning” works as well as “machine learning”
  • Search by domain: Type youtube.com to find all YouTube bookmarks
  • Search by tags: Tags are searchable — try the topic you’re looking for
  • Be specific or broad: Semantic search handles both. “React hooks tutorial” and “frontend development” both surface relevant results
Semantic search uses AI-generated embeddings created during enrichment. Bookmarks that haven’t been enriched yet are still findable via full-text and fuzzy search.