ExfDataScribe
ExfDataScribe
Release Date
5 Jan, 2025
Release Version
v1.0
ExfDataScribe is an AI-powered metadata management tool that automates the generation of table and column descriptions using LLMs. It seamlessly integrates with databases, enabling users to select schemas and tables for profiling while intelligently identifying Personally Identifiable Information (PII). It streamlines metadata standardization, regulatory documentation, with export options in Excel, Word, or PDF
Key Features
  • Seamless Database Connectivity – Connects to Snowflake and other DBs for schema and table selection.
  • Data Profiling Support – Optionally profiles columns to extract insights such as min, max, average, and distinct values.
  • Customizable Metadata – Refine and edit generated descriptions and PII tags for accuracy and context.
  • Automated Metadata Generation – Leverages LLMs to create detailed, high-quality descriptions for tables and columns.
  • PII Detection – Automatically identifies and tags columns as PII/non-PII for compliance purposes.
  • Flexible Export Options – Eport in Excel, Word, or PDF formats for regulatory and business documentation.
Specifications
Minimum Software Requirements
  • Operating System: Linux (Ubuntu 20.04 or later)
  • Python Version: 3.9+
  • Database: MongoDB & PostgreSQL 12+ or equivalent db/dw
  • Containerization: Docker 20.10+ / Kubernetes 1.20+
Minimum Hardware Requirements
  • CPU: 4 Cores
  • RAM: 8 GB
  • Storage: 100 GB free disk space
Resources
  • Docker Compose File: Link
  • Kubernetes YAML File: Link

Low Code & High Impact

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