Medical Nugget Extraction Tool

Upload PDFs for Analysis

Select PDF Files (multiple files supported):

Example source suggestions:

Query (to guide extraction):

Number of Extraction Runs per File (n):

LLM Confidence for Nuggets (%):

80%

Enable Debug Logging (Captures detailed extraction data for download)

Initializing...

Uploading Files

Preparing files...

Extracting Nuggets

Running LLM extraction...

Clustering Per-PDF

Analyzing individual documents...

Global Clustering

Merging results across documents...

Generating Summaries

Creating cluster headings...