Data Transformation Dashboard

🚀 Recent Developments NEW

🏷️ Enhanced Brand Extraction ACTIVE

344+ Australian brands from Woolworths database with advanced word boundary matching and retailer-specific detection

🔧 Worker Status Fix FIXED

Resolved circular reference API error in worker management system

🤖 AI Context Enhancement ENHANCED

Improved LLM prompts with category-specific brand guidance for better AI accuracy

🔧 Pipeline Management

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📊 Job Queue & Monitoring

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Pending

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🔄 Active Jobs

⏳ Job Queue

📈 Recent Jobs

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⚙️ System Configuration

Database Setup

Initialize and configure the transformation system database tables.

Category Management

Configure and manage the product category structure.

Data Validation

Validate system configuration and data integrity.

Quick Operations

Common administrative operations and data processing tasks.

🤖 AI Status & Brand Extraction

Enhanced Brand Extraction System

Advanced brand detection using comprehensive Australian brands database.

🏷️ Brand Database

344+ Australian brands from Woolworths database
Retailer-specific mappings (Woolworths, Coles, Aldi)
Category-organized brands for better matching

🚀 Advanced Features

Word boundary matching for accurate detection
Possessive form handling (Arnott's, Smith's)
Proper brand name casing
Length-based sorting to prevent partial matches

🤖 AI Integration

LLM-enhanced extraction with context
Category-specific brand guidance
Retailer-aware suggestions
Fallback to keyword matching

Performance Metrics

Latest test results from the enhanced brand extraction system.

Detection Accuracy

80%

8/10 test products

Average Confidence

0.894

High confidence scores

Brands Database

344

Australian brands

System Status

ACTIVE

Ready for use