Efficient processing and display of data insights

A system comprising:

• a memory;
• and
• a processor coupled to the memory configured to:
• generate insights from one or more pieces of content;
• generate vector embeddings of the insights;
• cluster the vector embeddings of the insights into a plurality of clusters;
• generate a set of headers for a table by inputting the vector embeddings contained in each cluster of the plurality of clusters into one or more prompts and sending the one or more prompts to a language processing system, wherein each header in the set of headers describes content contained in a cluster of the plurality of clusters;
• retrieve answers to the set of headers from the vector embeddings of the insights to retrieve answers to the set of headers;
• and
• populate the table on a display, wherein each cell of the table contains an answer to a header in the set of headers associated with a piece of content in the one or more pieces of content.

A non-transitory machine-readable storage medium having instructions stored thereon that, when executed by a set of one or more processors, cause said set of one or more processors to perform operations comprising:

• generating insights from one or more pieces of content;
• generating vector embeddings of the insights;
• clustering the vector embeddings of the insights into a plurality of clusters;
• generating, a set of headers for a table by inputting the vector embeddings contained in each cluster of the plurality of clusters into one or more prompts and sending the one or more prompts to a language processing system, wherein each header in the set of headers describes content contained in a cluster of the plurality of clusters;
• retrieving answers to the set of headers from the vector embedding of the insights;
• and
• populating a table on a display, wherein each cell of the table contains an answer to at least one of the headers in the set of headers associated with at least one of the pieces of content in the one or more pieces of content.