Embedding Inspector

Parse embedding vectors, view statistics, and compare similarity. Your vectors never leave the browser.

Paste a JSON number array or an API embedding response. Stats update live; add vector B to compare similarity.

Inspect embedding vectors

Load the sample pair to see cosine similarity, or paste an array from your embedding API.

About Embedding Inspector

Parse embedding vectors, view their statistics, and compare two vectors with cosine similarity. Debug semantic search and retrieval pipelines without sending data anywhere.

Features

  • Parse embeddings from common formats
  • View dimensions, magnitude, and stats
  • Compare vectors with cosine similarity
  • Private, in-browser processing

How to use

  1. 1Paste one or two embedding vectors.
  2. 2Review parsed statistics for each vector.
  3. 3Compare them with cosine similarity.

Frequently Asked Questions

What formats can I paste?
Common formats such as JSON arrays and comma-separated numbers are supported.
What does cosine similarity tell me?
It measures how close two vectors point in direction, indicating semantic similarity between embeddings.
Is my data uploaded?
No. Parsing and comparison run locally in your browser.

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