Tools · Gemini AI Tools

Semantic Search

☁ Cloud AI

Paste a list of texts, then a query. Gemini embeds them. DevNestro ranks cosine similarity in memory. The session is discarded when you clear it.

Powered by Google Gemini. DevNestro is not an official Google product.

This reflects embedding similarity and is not proof that two texts have the same meaning.

How it works

  1. Paste at least two lines. Index sends them to Gemini for embeddings and keeps vectors in memory.
  2. Enter a query and Search. Ranking happens on this host from the returned vectors.
  3. Clear deletes the in-memory session. Nothing is written to disk or analyzed later.

FAQ

Is this processed locally?

No. Entries and the query are sent to Google Gemini for embeddings. Ranking stays in this session and is not a database.

Are embeddings stored?

Only in memory until you clear the page or the session expires. DevNestro does not persist user embeddings to disk.

Read the original guide: Rank a short list with session-only embeddings, not a private search engine.

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