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Semantic Search

Find expenses and income using natural, fuzzy descriptions — not exact keywords.

Just ask the bot in plain language:

find all Grab rides last month
show me food expenses similar to mamak
search for expenses like Netflix
any entertainment spending this month?

Duitbot uses AI-powered semantic matching to find the most relevant entries — even if the exact words don't match.

A keyword search for "grab" would only match entries with the word "grab" in the description.

Semantic search understands meaning — so searching for "ride-hailing" might surface Grab, Mycar, and InDriver entries. Searching for "streaming" might find Netflix, Spotify, and Disney+.

Plan requirement​

Semantic search requires a Pro or Ultimate plan.

note

Semantic search requires a moment to index new expenses in the background. Very recently added expenses may not appear immediately in search results.

Tips for better results​

  • Be descriptive: "coffee shop visits" works better than "coffee"
  • Include context: "transport to work" helps narrow results
  • You can combine with time: "food expenses last week similar to mamak"
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