Product Overview - Lava Index introduces Classify, a beta feature for document classification [1] - Classify uses descriptions to classify documents, streamlining workflows with multiple document types [2] - The service saves parsing time by setting a maximum of five pages to determine document type [4] Functionality and Use Cases - Classify supports built-in templates like résumés and custom rules for documents like 10K filings (annual financial regulatory reports) [3][4] - Users can upload files and the system classifies them, showing examples of correctly classifying résumés and 10K filings [5] - The tool is accessible via UI for testing and via script for production use [6] Technical Implementation - Implementation requires installing the Llama Cloud services package and setting up a Llama Cloud client with an API key, project ID, and organization ID [6] - Classification by file path provides results with confidence scores and natural language reasoning for the classification [7][8] Key Metrics - The system provides a confidence score, for example, 95% confidence in classifying a document as a 10K report [8]