Synthesis
June 11, 2024

Comparing embedding shapes

Comprehend and compare large documents by visualizing embeddings and their scores, enabling a clear and concise understanding of vast data sources in a single, intuitive visualization.

This image displays a radar chart comparing different characteristics of text embeddings. The categories measured are technical, fun, abstract, open, and personal. The highlighted text, "Collaborative building for a common culture," shows its position on the radar chart, which covers various extents in these categories. The chart is color-coded, and several colored areas overlap, indicating the different degrees to which these characteristics are present in the text. The interface includes a search bar with the mentioned categories as filters.
Human needs

When analyzing large documents, I want have a way to identify relationships and compare data effectively.

Considerations
  • Searching shapes: You can search by providing relevant embeddings or try reverse searching by providing a desired shape.
  • Visualize Meaning: Identify relationships in large documents by visualizing embeddings of selected features and comparing them as overlapping shapes.
Explore Further
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