Machine Overview

• Machine Name : Domain Classifier
• Title : Domain Classifier
• Short Description :
  A domain extraction machine that classifies metadata into relevant business domains and subdomains, providing structured categorization for better data organization.
• Detail Description : This machine extracts and classifies metadata into specific business domains and subdomains, enabling structured organization of data. It processes input metadata and categorizes it based on predefined business areas such as Sustainability Management, Organization Management, User Management, Project Management, and Configuration Management. By leveraging intelligent classification, it helps in identifying relevant domains and subdomains, improving data accessibility and management.
• Machine Document : -

Classification

• Industry : IT
• Category : GenAI
• Sub Category : -

Compatibility and Dependencies

• Dependent Machines : -
• Compatible Machines : -
• Version : 1.0.3

Specifications

• Input Specification : Download

  Get API keys required to access Groq and OpenAI services.

  Input Parameters:
  • groq_api_key (String): API key used to authenticate with Groq services.
  • openai_api_key (String): API key used to authenticate with OpenAI services.
• Output Specification : Download

  Metadata and domain information extracted from a database including table structures, columns, relationships, and associated domains.

  Metadata (Object): Contains information about the database structure.

  • Database (String): Name of the database.
  • Tables (Array): List of tables in the database.
    • name (String): Name of the table.
    • duplicate_rows (Number): Number of duplicate rows in the table.
    • total_rows (Number): Total number of rows in the table.
  • TablesDetail (Object): Detailed metadata for each table.
    • table_name (Array): List of column details for the table.
      • column_name (String): Name of the column.
      • datatype (String): Data type of the column.
      • null_counts (Number): Number of null values in the column.
  • Relationship (Object): Contains foreign key relationships between tables.
    • table_name (Object): Table participating in the relationship.
      • column_name (Array): List of related tables where this column appears.

  Domain (Object): Contains domain-related information.

  • domain_name (Object): Domain entry with subdomains.
    • subdomain (Array): List of subdomains associated with the domain.

Infrastructure Requirement

• OS Requirement : Linux
• CPU : 4
• Cloud : AWS
• RAM : 8Gi

Usage Stats

• Total OnBoarded : -
• Active OnBoarding : -