Synthesis

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
No items found.

More of the Witlist

Conversation starters

Starting with a blank canvas can be intimidating, but providing prompt starters can help individuals overcome this initial hurdle and jumpstart their creativity.

Semantic ranking

Embedding models can rank content along virtually any dimension. This capability provides significant value by enabling users to explore and analyze the embeddings to create a spectrum of any features.

Translate in X terms

Provide relatable and engaging translations for people with varying levels of expertise, experience and ways of thinking.

Language as a tangible material

Textual information often misses intuitive cues for understanding relationships between ideas. AI can clarify these connections, making complex information easier to grasp quickly.

Generative context menus

Based on your selection and situation, context menus can help you discover actions and access them quickly.

Quick or detailed feedback

Empower users to make decisions and give feedback quickly or engage more deeply when needed in natural language.