Alyx: Embedding Summarization

Overview

The Alyx embedding summarization skill is designed to simplify the analysis of unstructured data by automatically surfacing patterns within your embeddings. Traditionally, uncovering hidden patterns in data required tedious manual exploration. With this new skill, Alyx integrates directly into the embedding page, making it easier than ever to gain insights without the need for extensive data exploration.

How It Works

1. Visualize Your Embeddings: Use UMAP to see your data plotted as clusters. Closer points signify similar underlying information.

2. Select Clusters or Points:

   • Choose from pre-surfaced clusters in the "Cluster Breakdown" section.

   • Use the LASO tool to manually select points you're interested in summarizing.

3. Customize Your Selection: If there are data points you don’t want to include, simply uncheck them from your selection.

4. Summarize with Alyx:

   • Navigate to the "Summarize with Alyx" tab.

   • Click the button to start summarizing the data in your selected set.

   • Alyx will automatically analyze the data, identify patterns, and generate a summary report.