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ZQ Classify

Configure and optimize your ZettaQuant SEAL (Secure, Efficient, Accurate and Low-Cost) analysis pipeline.

Overview​

ZQ Classify is ZettaQuant's core analysis engine that processes financial documents through our proprietary architecture to extract actionable insights from unstructured financial data.

Pipeline Features​

  • SOTA AI capabilities: Advanced relevancy filtering and financial text classification
  • Batch Processing: Handle large document volumes efficiently
  • Real-time Analysis: Process documents as they arrive and generate document level metrics and appropriate metadata.

Quick Setup​

  1. Configure Data Sources: Set up your data configuration and ensure proper access grants are in place
  2. Launch Pipeline: Access the Streamlit interface through your Snowflake app or through Stored Procedures from SnowSQL CLI or Worksheets in Snowsight
  3. Select Processing Options: Choose analysis type and define labels.
  4. Monitor Results: Track pipeline performance and output quality

Pipeline Configuration Options​

Troubleshooting​

  • Pipeline Failures: Check telemetry and logs for detailed error information
  • Performance Issues: Review GPU compute pool status and warehouse settings
  • Permissions: Check whether appropriate queries have been executed for data access grants