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
No items found.

More of the Witlist

Aug 2024
Realtime voice interfaces

Voice interfaces should dynamically adapt to user interruptions, seamlessly incorporating them into the conversation ensuring a fluid and responsive dialogue.

Jul 2024
Prompting with vibes

Input design concepts in small bits and see the cumulative output in real-time. Explore different combinations and immediately visualize the results, making the creative process interactive and flexible.

Witlist
Jun 2024
Generative UI

Generative AI can provide custom types of input beyond just text, like generated UI elements, to enhance user interaction.

Witlist
Apr 2024
Realtime prompt feedback

Guide users to understand what makes a good prompt will help them learn how to craft prompts that result in better outputs.

Krea
May 2024
Realtime image generation

Realtime generation allows people to manipulate content instantly, giving them more agency in using generative AI as a tool for exploration.

Witlist
Jul 2024
Generate quick replies

An intelligent assistant that analyzes emails to identify questions and feedback requests, providing pre-generated response options and converting them into complete and contextually appropriate replies.