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HW Barakah

HW Barakah RAG System

Completed
AI/ML RAG Automation

Overview

HW Barakah RAG System is an intelligent pricing and quotation generation system that uses Retrieval-Augmented Generation to automatically create accurate quotations based on project specifications.

Key Features

  • Automated Quotation Generation: Auto-generates quotations based on project specs
  • RAG Integration: Uses Retrieval-Augmented Generation for intelligent pricing
  • Embedded Search: Fast embedded searching in internal database (milliseconds)
  • Project Spec Processing: Handles user-uploaded project specifications

Technology Stack

  • AI/ML: RAG (Retrieval-Augmented Generation)
  • Vector Database: Embedded search capabilities
  • Backend: FastAPI / Hono
  • Database: PostgreSQL with vector extensions

Workflow

  1. User uploads project specification
  2. System performs embedded search in internal database (milliseconds)
  3. RAG system generates quotation based on similar projects
  4. Automated quotation is generated and delivered

Performance

The system is optimized for speed, performing embedded searches and generating quotations in milliseconds, ensuring fast response times for users.